# SignalTender B2B, GovCon & LegalTech MCP Server (remote · b2b-contract-parser-api.onrender.com)

B2B, GovCon & LegalTech MCP server for live RFPs, contract parsing, compliance & proposal tools.

- Trust score: 77/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `b2b-contract-parser-api.onrender.com`: 77/100 (this document), [markdown](https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api.md), [page](https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api)

## Channel facts

- Endpoint: `https://b2b-contract-parser-api.onrender.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.5.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 59/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 29405 tokens (~506/item across 58 items; 58 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 60/100
  - Stability observed for 18 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 58 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 58 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the SignalTender B2B, GovCon & LegalTech MCP Server server?

SignalTender B2B, GovCon & LegalTech MCP Server is a hosted endpoint at https://b2b-contract-parser-api.onrender.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http aarbchen-signaltender-mcp 'https://b2b-contract-parser-api.onrender.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "aarbchen-signaltender-mcp": {
      "url": "https://b2b-contract-parser-api.onrender.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "aarbchen-signaltender-mcp": {
      "type": "http",
      "url": "https://b2b-contract-parser-api.onrender.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.aarbchen-signaltender-mcp]
url = "https://b2b-contract-parser-api.onrender.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aarbchen-signaltender-mcp": {
      "type": "remote",
      "url": "https://b2b-contract-parser-api.onrender.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add aarbchen-signaltender-mcp --url 'https://b2b-contract-parser-api.onrender.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  aarbchen-signaltender-mcp:
    url: "https://b2b-contract-parser-api.onrender.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "aarbchen-signaltender-mcp": {
      "Transport": "http",
      "Url": "https://b2b-contract-parser-api.onrender.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add aarbchen-signaltender-mcp -t streamable-http -u 'https://b2b-contract-parser-api.onrender.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "aarbchen-signaltender-mcp": {
      "type": "http",
      "url": "https://b2b-contract-parser-api.onrender.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-05 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-03 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-01 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 74, 0)

- [security] Tool “audit_section_508_vpat” rewrote its description, which is the text the model reads
- [security] Tool “get_live_solicitations” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 16129 → 29405
- [functional] New tool “audit_cyber_incident_dfars_7012”
- [functional] New tool “audit_govt_furnished_property_gfp”
- [functional] New tool “audit_itar_ear_export_control”
- [functional] New tool “audit_organizational_ethics_far_52_203_13”
- [functional] New tool “audit_service_contract_act_wage”
- [functional] New tool “generate_ai_governance_nist_ai_rmf_omb_m24”
- [functional] New tool “generate_award_fee_plan_incentive_maximizer”
- [functional] New tool “generate_cdrls_did_data_deliverables”
- [functional] New tool “generate_cost_accounting_cas_ds2”
- [functional] New tool “generate_cui_marking_distribution_plan”
- [functional] New tool “generate_doe_national_lab_mando_subcontract”
- [functional] New tool “generate_evms_ipmdr_variance_analysis”
- [functional] New tool “generate_fedramp_equivalency_body_of_evidence”
- [functional] New tool “generate_gsa_tdr_quarterly_sales_iff_reconciler”
- [functional] New tool “generate_gwac_task_order_fair_opportunity”
- [functional] New tool “generate_justification_ja_sole_source”
- [functional] New tool “generate_mentor_protege_jv_agreement”
- [functional] New tool “generate_novated_merger_change_of_name_far_42”
- [functional] New tool “generate_oconus_sofa_defense_logistics”
- [functional] New tool “generate_rea_equitable_adjustment”
- [functional] New tool “generate_section_l_m_proposal_red_team_scorer”
- [functional] New tool “generate_state_local_cooperative_piggyback”
- [functional] New tool “generate_termination_for_convenience_settlement”
- [functional] New tool “generate_value_engineering_vecp”
- [cosmetic] “get_live_solicitations” reworded the description of “state”

### 2026-10-30 (score 74, 0)

- [security regression] A breaking change shipped without a version bump: still 1.5.0
- [security] Tool “analyze_debriefing_bid_protest” rewrote its description, which is the text the model reads
- [security] Tool “generate_compliance_matrix” rewrote its description, which is the text the model reads
- [security] Tool “generate_sources_sought_response” rewrote its description, which is the text the model reads
- [security] Tool “get_live_solicitations” rewrote its description, which is the text the model reads
- [security] Tool “match_capability_statement” rewrote its description, which is the text the model reads
- [security] Tool “scan_far_dfars_clauses” rewrote its description, which is the text the model reads
- [security] Tool “search_historical_awards” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 11386 → 16129
- [functional regression] “analyze_debriefing_bid_protest” added a required parameter “award_notice_or_debrief_text”, so existing callers break
- [functional regression] “analyze_debriefing_bid_protest” added a required parameter “rfp_section_m_and_bidder_context”, so existing callers break
- [functional regression] “generate_ato_rmf_package” added a required parameter “rfp_security_and_ato_requirements”, so existing callers break
- [functional regression] “generate_ato_rmf_package” added a required parameter “system_architecture_and_boundary_context”, so existing callers break
- [functional regression] “generate_oci_mitigation_plan” added a required parameter “current_and_prior_contracts_portfolio”, so existing callers break
- [functional regression] “generate_oci_mitigation_plan” added a required parameter “target_solicitation_and_sow_text”, so existing callers break
- [functional regression] “generate_oral_presentation_prep” added a required parameter “bidder_solution_and_key_personnel_context”, so existing callers break
- [functional regression] “analyze_debriefing_bid_protest” dropped the required parameter “rfp_section_m_and_submitted_proposal_excerpts”
- [functional regression] “analyze_debriefing_bid_protest” dropped the required parameter “unsuccessful_offeror_notice_and_debrief_text”
- [functional regression] “generate_ato_rmf_package” dropped the required parameter “cloud_hosting_and_inherited_controls_context”
- [functional regression] “generate_ato_rmf_package” dropped the required parameter “system_architecture_and_rfp_cyber_text”
- [functional regression] “generate_oci_mitigation_plan” dropped the required parameter “existing_contracts_and_corporate_relationships”
- [functional regression] “generate_oci_mitigation_plan” dropped the required parameter “new_solicitation_scope_and_oci_clauses”
- [functional regression] “generate_oral_presentation_prep” dropped the required parameter “proposed_solution_and_key_personnel”
- [functional] New tool “audit_dcaa_accounting_sf1408”
- [functional] New tool “audit_foci_dd254_clearance”
- [functional] New tool “generate_capture_black_hat_review”
- [functional] New tool “generate_data_rights_assertion_table”
- [functional] New tool “generate_ota_white_paper”
- [functional] New tool “generate_phase_in_transition_plan”
- [functional] New tool “generate_post_award_cpar_rebuttal”
- [functional] New tool “generate_quality_assurance_qasp”
- [functional] New tool “generate_small_business_participation”
- [cosmetic] “analyze_debriefing_bid_protest” added an optional parameter “analysis_mode”
- [cosmetic] “analyze_debriefing_bid_protest” added an optional parameter “procurement_jurisdiction”
- [cosmetic] “audit_contract_risks” added an optional parameter “focus_categories”
- [cosmetic] “generate_ato_rmf_package” added an optional parameter “target_ato_timeline_days”
- [cosmetic] “generate_oci_mitigation_plan” added an optional parameter “proposed_bidding_role_and_teaming_structure”
- [cosmetic] “generate_oral_presentation_prep” added an optional parameter “presentation_format”
- [cosmetic] “generate_oral_presentation_prep” added an optional parameter “total_session_minutes”
- [cosmetic] “generate_sbir_sttr_commercialization” added an optional parameter “sponsoring_agency_or_program”
- [cosmetic] “get_live_solicitations” added an optional parameter “closing_after”
- [cosmetic] “scan_far_dfars_clauses” added an optional parameter “handles_cui_or_cdi”
- [cosmetic] “search_historical_awards” added an optional parameter “limit”
- [cosmetic] “search_historical_awards” added an optional parameter “max_amount_usd”
- [cosmetic] “search_historical_awards” added an optional parameter “min_amount_usd”
- [cosmetic] “classify_naics_psc_nigp” reworded the description of “context_type”
- [cosmetic] “extract_pricing_schedule” reworded the description of “expected_document_type”
- [cosmetic] “generate_ato_rmf_package” reworded the description of “target_authorization_framework”
- [cosmetic] “generate_compliance_matrix” reworded the description of “proposal_methodology”
- [cosmetic] “generate_rfp_response” reworded the description of “target_section_type”
- [cosmetic] “generate_sbir_sttr_commercialization” reworded the description of “target_phase_and_program”
- [cosmetic] “get_live_solicitations” reworded the description of “state”
- [cosmetic] “match_capability_statement” reworded the description of “target_pursuit_role”
- [cosmetic] “parse_b2b_contract” reworded the description of “document_type_hint”
- [cosmetic] “analyze_debriefing_bid_protest” dropped the optional parameter “award_and_debrief_timeline_context”
- [cosmetic] “analyze_debriefing_bid_protest” dropped the optional parameter “target_acquisition_regime”
- [cosmetic] “generate_ato_rmf_package” dropped the optional parameter “target_impact_level”
- [cosmetic] “generate_oci_mitigation_plan” dropped the optional parameter “proposed_mitigation_posture”
- [cosmetic] “generate_oral_presentation_prep” dropped the optional parameter “known_incumbent_and_risk_areas”
- [cosmetic] “generate_oral_presentation_prep” dropped the optional parameter “presentation_format_mode”
- [cosmetic] “search_historical_awards” made “keywords” optional

### 2026-10-29 (score 74, +1)

- [security] Tool “get_live_solicitations” rewrote its description, which is the text the model reads
- [functional] New tool “audit_supply_chain_scrm”
- [cosmetic] “get_live_solicitations” reworded the description of “state”

### 2026-10-28 (score 73, 0)

- [security] Tool “get_live_solicitations” rewrote its description, which is the text the model reads
- [functional] New tool “audit_section_508_vpat”
- [cosmetic] “get_live_solicitations” reworded the description of “state”

### 2026-10-27 (score 73, 0)

- [security] Tool “get_live_solicitations” rewrote its description, which is the text the model reads
- [functional] New tool “generate_sbir_sttr_commercialization”
- [cosmetic] “get_live_solicitations” reworded the description of “state”

## MCP tools (58)

### `parse_b2b_contract` (~270 tokens)

Parse B2B Contract & RFP Metadata

Extract structured contract metadata (contracting parties, effective and termination dates, total contract value, payment terms, key deliverables, security clearances, and governing law) from unstructured B2B contracts, Statements of Work (SOWs), or RFPs into normalized JSON. This is a read-only, stateless, non-destructive extraction call (requires X-RapidAPI-Key; accepts 50 to 100,000 characters in `raw_text`, and `document_type_hint` optionally biases extraction rules toward federal RFP, MSA, SOW, or NDA conventions). Use this tool when you need general commercial or header metadata from a contract; use `extract_pricing_schedule` instead for line-by-line CLIN/rate-card tables, `audit_contract_risks` for toxic clause redlining, or `generate_compliance_matrix` for Section C/L/M requirement shredding.

Input parameters:

- `document_type_hint` (string): Optional document type hint (e.g., 'RFP', 'MSA', 'SOW').
- `raw_text` (string, required): Raw unstructured text from a B2B contract, Master Services Agreement (MSA), Statement of Work (SOW), or Request for Proposal (RFP) between 50 and 100,000 characters.

Output parameters:

- `buyer_entity` (string): The organization, government authority, or enterprise issuing the RFP, tender, or legal contract.
- `is_awarded` (boolean): A boolean indicating if this document is a past award (True) or an active, open bid/solicitation (False).
- `key_deliverables` (array): A list of the main project deliverables, milestones, goods, or work products required.
- `submission_deadline` (string|null): The exact deadline for submission in ISO 8601 format (e.g., 'YYYY-MM-DD' or 'YYYY-MM-DDTHH:MM:SSZ'). Must be None if missing.
- `total_budget_usd` (number|null): The stated budget, maximum contract value, or total fee in USD. Must be None if no explicit financial figure is mentioned.
- `vendor_requirements` (array): A list of strict technical, security, licensing, or compliance qualifications required from the vendor.

### `audit_contract_risks` (~295 tokens)

Audit Contract Risks & Generate Legal Redlines

Audit commercial and B2B legal agreements (MSAs, NDAs, SaaS terms, subcontracts) to detect high-risk clauses, compute a 0-100 overall risk score, and generate verbatim clause quotes paired with ready-to-paste fallback redline language. This operation is read-only, stateless, and non-destructive (requires X-RapidAPI-Key; `raw_text` accepts 50 to 100,000 characters, and `party_perspective` shifts redline rewrites to protect the 'vendor', 'buyer', or 'neutral' counsel). Use this tool when reviewing commercial/legal terms (indemnification, liability caps, IP ownership, termination for convenience); use `scan_far_dfars_clauses` instead for federal FAR/DFARS/CMMC regulatory flow-down audits, or `parse_b2b_contract` for basic metadata extraction.

Input parameters:

- `focus_categories` (array): Optional list of specific clause risk categories to prioritize during the audit.
- `party_perspective` (string): Negotiating party perspective ('vendor' protects service provider liability/IP, 'buyer' strengthens customer remedies/SLAs, 'neutral' balances mutual terms).
- `raw_text` (string, required): Full or partial legal contract text (MSA, NDA, subcontract, or SaaS agreement) to audit for commercial, IP, indemnification, and termination risks (50 to 100,000 characters).

Output parameters:

- `contract_type` (string): Identified legal document type (e.g., 'Master Services Agreement', 'Mutual NDA', 'Statement of Work').
- `executive_summary` (string): High-level deal-desk summary of the contract's risk posture and primary negotiation blockers.
- `flagged_clauses` (array): Detailed list of risky clauses identified in the contract, ordered by severity.
- `missing_standard_protections` (array): List of standard protective clauses missing from the contract (e.g., 'No Limitation of Liability cap').
- `overall_risk_level` (string): Aggregate risk severity classification ('LOW', 'MEDIUM', 'HIGH', or 'CRITICAL').
- `overall_risk_score` (integer): Quantified overall risk score from 0 (minimal risk) to 100 (critical/unacceptable exposure).
- `party_perspective` (string): The negotiating perspective used to evaluate risks ('vendor', 'buyer', or 'neutral').

### `search_historical_awards` (~310 tokens)

Search Historical Federal Contract Awards & CLIN Pricing

Query historical federal contract awards, incumbent prime contractors, award ceilings, and labor/CLIN pricing benchmarks filtered by keyword, agency, or 6-digit NAICS code. This is a read-only, stateless, non-destructive database query (requires X-RapidAPI-Key; all filter parameters are optional and combinable, returning up to `limit` [default 20, max 100] matching historical awards per call). Use this tool when researching past award prices, incumbent vendors, or Price-to-Win (PTW) benchmarks; use `get_live_solicitations` instead to find currently open RFPs available for bidding, or `classify_naics_psc_nigp` if you need to discover the right NAICS code first.

Input parameters:

- `agency` (string): Optional issuing federal or state agency name substring filter (e.g., 'Department of Defense', 'Veterans Affairs').
- `keywords` (string): Required technical or domain search keywords matched against award descriptions and CLIN titles (e.g., 'zero trust', 'cloud migration', 'SIEM').
- `limit` (integer): Maximum number of award records to return.
- `max_amount_usd` (number): Maximum award amount in USD.
- `min_amount_usd` (number): Minimum award amount in USD.
- `naics_code` (string): Optional exact 6-digit North American Industry Classification System (NAICS) code filter (e.g., '541512' for Computer Systems Design).

Output parameters:

- `query` (string|null): Echoed query parameter or filter criteria.
- `results` (array): List of standardized award records with line items.
- `total_count` (integer): Total number of matching award records found.

### `get_live_solicitations` (~622 tokens)

Get Live Open Federal & State SLED RFPs

Retrieve currently open, AI-vetted Federal (SAM.gov) and All-50-State SLED (VA, TX, CA, FL, MD, IL, PA, OH, GA, NC, NY, MA, NJ, WA, MI, CO, AZ, MN, TN, IN, MO, WI, SC, OR, CT, UT, NV, AL, LA, KY, OK, IA, KS, AR, MS, NM, NE, ID, HI, NH, ME, RI, MT, DE, SD, ND, AK, VT, WV, WY, DemandStar) IT, Cloud, and Cybersecurity solicitations from SignalTender's 52-portal procurement database. This is a read-only, stateless, non-destructive live database query (requires X-RapidAPI-Key; all four filter parameters are optional and combinable, returning up to `limit` [default 10, max 50] active solicitations whose closing dates have not passed). Use this tool when discovering active open RFPs to bid on right now; use `search_historical_awards` instead for past awarded contracts and incumbent pricing, or `match_capability_statement` once you have selected an RFP to score Bid/No-Bid Pwin.

Input parameters:

- `category` (string): Optional technology vertical filter ('cybersecurity', 'cloud-infrastructure', 'software-development', or 'network-telecom').
- `closing_after` (string): Return only solicitations closing on or after this ISO 8601 date (YYYY-MM-DD).
- `keyword` (string): Optional case-insensitive substring keyword matched against solicitation title and issuing buyer agency.
- `limit` (integer): Maximum number of open solicitations to return per request (integer between 1 and 50; defaults to 10).
- `state` (string): Filter by portal jurisdiction: 'federal', 'texas', 'virginia', 'california', 'florida', 'maryland', 'illinois', 'pennsylvania', 'ohio', 'georgia', 'north_carolina', 'new_york', 'massachusetts', 'new_…

Output parameters:

- `filters_applied` (object): Echoed query filter parameters.
- `portals_monitored` (integer): Number of Federal, State SLED, and Municipal procurement portals indexed.
- `solicitations` (array): List of verified open IT, cloud, software, and cybersecurity solicitations.
- `total_count` (integer): Total number of matching open solicitations returned.

### `generate_compliance_matrix` (~298 tokens)

Generate Shipley RFP Compliance Matrix & Proposal Outline

Shred unstructured RFP Section C (SOW/PWS), Section L (Instructions), and Section M (Evaluation Criteria) text into a numbered `shall`/`must` Requirements Traceability Matrix, Section L-to-M cross-reference map, and annotated Proposal Outline with page allocations. This is a read-only, stateless analysis operation (requires X-RapidAPI-Key; `raw_text` accepts 50 to 100,000 characters, and `proposal_methodology` selects 'shipley' [default Volume I-IV structure], 'federal_far' [FAR 15.3], or 'standard_b2b' outline conventions). Use this tool when shredding a base RFP into a compliance checklist and proposal outline; use `analyze_rfp_amendment_diff` instead when comparing an SF-30 amendment against a base RFP, or `generate_rfp_response` to draft the actual prose narrative for a specific section.

Input parameters:

- `proposal_methodology` (string): Proposal structuring methodology: 'shipley' (Shipley Associates capture standard), 'standard_b2b' (commercial enterprise RFP), or 'federal_far' (strict FAR Section L/M mapping).
- `raw_text` (string, required): Raw RFP Section C (Statement of Work / PWS), Section L (Instructions to Offerors), and/or Section M (Evaluation Factors) text (50 to 100,000 characters).

Output parameters:

- `evaluation_criteria_weights` (array): Extracted Section M or commercial evaluation scoring factors and relative weights.
- `proposal_methodology` (string): Echoed proposal methodology applied ('shipley', 'standard_b2b', or 'federal_far').
- `proposal_outline` (array): Structured section-by-section proposal outline with mapped requirements, win themes, and page budgets.
- `requirements_matrix` (array): Ordered list of shredded RFP requirements mapped to proposal sections and required verification evidence.
- `solicitation_title` (string): Inferred or stated title/scope of the RFP or Statement of Work.
- `submission_format_rules` (array): Extracted administrative formatting, page limit, font, margin, or submission instructions that could trigger rejection if violated.
- `total_mandatory_shall_count` (integer): Total count of mandatory ('MANDATORY_SHALL') requirements identified in the text.

### `scan_far_dfars_clauses` (~360 tokens)

Scan FAR / DFARS & CMMC Regulatory Flow-Down Clauses

Scan solicitation Section I or subcontract flow-down text to identify every FAR (`52.2xx`) and DFARS (`252.2xx`) clause, flag mandatory subcontractor flow-downs, and score CMMC 2.0, NIST SP 800-171, and FedRAMP compliance burden. This is a read-only, stateless regulatory audit (requires X-RapidAPI-Key; `raw_text` accepts 30 to 100,000 characters, and `contractor_role` adjusts risk severity and flow-down obligations for a 'prime_contractor' [default], 'subcontractor', or 'commercial_item_vendor' under FAR Part 12). Use this tool when performing federal acquisition regulation (FAR/DFARS/CMMC) clause compliance; use `audit_contract_risks` instead for commercial MSA/NDA legal redlining, or `answer_security_questionnaire` to draft control-by-control NIST 800-171 / SOC 2 questionnaire responses.

Input parameters:

- `contractor_role` (string): Bidder's contracting tier: 'prime_contractor' (evaluates full agency compliance and outbound flow-down duties), 'subcontractor' (flags over-broad prime flow-downs), or 'commercial_item_vendor' (filte…
- `handles_cui_or_cdi` (boolean): Whether the contractor will store, process, or transmit Controlled Unclassified Information (CUI) or Covered Defense Information (CDI).
- `raw_text` (string, required): Solicitation Section I, contract clause list, or subcontract agreement text containing FAR (`52.2xx`) or DFARS (`252.2xx`) citations (30 to 100,000 characters).

Output parameters:

- `compliance_burden_level` (string): Categorical compliance burden level (LOW, MODERATE, HIGH, EXTREME_DEFENSE_GRADE).
- `contractor_role_evaluated` (string): The contractor role perspective used for the audit.
- `cyber_compliance_profile` (object): Structured CMMC 2.0, NIST SP 800-171, FedRAMP, and cyber incident reporting requirements.
- `detected_clauses` (array): Detailed breakdown of every FAR/DFARS/supplement clause found, with severity, flow-down status, and remediation advice.
- `ip_and_data_rights_warnings` (array): Specific warnings regarding Government Unlimited Rights, GPR, computer software rights (FAR 52.227 / DFARS 252.227), or patent traps.
- `mandatory_flowdown_count` (integer): Number of detected clauses that carry mandatory subcontractor flow-down obligations.
- `overall_compliance_burden_score` (integer): Overall regulatory and cybersecurity compliance burden score from 0 (minimal commercial burden) to 100 (extreme defense/CMMC/IP burden).
- `priority_compliance_actions` (array): Ordered checklist of immediate pre-proposal actions (e.g., SPRS score verification, CMMC assessment, IP assertion table in Section K/L).
- `solicitation_summary` (string): Concise executive summary of the regulatory posture, agency context, and contract vehicle.
- `total_clauses_detected` (integer): Total number of FAR, DFARS, and agency supplement clauses identified.

### `match_capability_statement` (~312 tokens)

Score Bid/No-Bid Pwin & Match Capability Statement

Evaluate an RFP scope against a vendor's Capability Statement and past performance to compute a 0-100 Probability of Win (Pwin) score, a Gate-1 Bid/No-Bid recommendation, a technical/socioeconomic gap analysis, and a tailored executive pitch. This is a read-only, stateless capture scoring call (requires X-RapidAPI-Key; both `rfp_text` and `company_capability_statement` are required, while `target_pursuit_role` weights eligibility rules for 'prime_contractor', 'subcontractor_or_jv', or 'either_prime_or_sub' [default]). Use this tool when conducting Gate-1 capture qualification to decide whether to bid an opportunity; use `generate_teaming_strategy` instead if you already decided to bid and need a 13 CFR 125.6 (50% Rule) Prime/Sub workshare plan, or `match_key_personnel` to evaluate individual candidate resumes.

Input parameters:

- `company_capability_statement` (string, required): Vendor capability statement including core competencies, socioeconomic certifications (8(a), SDVOSB, WOSB, HUBZone), facility clearances, and past performance summary.
- `rfp_text` (string, required): Target solicitation scope, mandatory technical qualifications, NAICS/set-aside designation, clearance requirements, and Section M evaluation criteria.
- `target_pursuit_role` (string): Preferred pursuit posture to evaluate: 'prime_contractor', 'subcontractor_or_jv', or 'either_prime_or_sub'.

Output parameters:

- `bid_recommendation` (string): Executive gate decision: STRONG_BID, CONDITIONAL_BID_TEAMING_REQUIRED, HIGH_RISK_STRETCH_BID, or NO_BID.
- `hard_disqualifiers_detected` (array): Mandatory knockout blockers detected (e.g., missing Top Secret FCL, ineligible socioeconomic status, missing required contract vehicle).
- `key_discriminators` (array): High-impact competitive strengths from the vendor profile to highlight as Shipley win themes.
- `pwin_score` (integer): Estimated Probability of Win (Pwin) score from 0 (disqualified / no fit) to 100 (ideal prime fit).
- `recommended_pursuit_role` (string): Optimal pursuit structure (e.g., 'Prime Contractor', 'Prime with Teaming Subcontractor for Top Secret FCL', 'Subcontractor to Large Prime').
- `requirement_gap_analysis` (array): Requirement-by-requirement alignment matrix with matched vendor evidence and gap remediation actions.
- `score_breakdown` (object): Granular 0-100 scoring across technical fit, past performance, clearances/certifications, and set-aside/vehicle eligibility.
- `solicitation_title` (string): Identified or inferred title and agency of the solicitation.
- `tailored_executive_summary_pitch` (string): Ready-to-paste, persuasive Shipley Executive Summary / Sources Sought pitch paragraph tailored to the buyer agency using the vendor's exact past performance.
- `teaming_and_subcontracting_strategy` (string): Concrete recommendation on how to structure the capture team, JV, or subcontractor roster to maximize Pwin.

### `classify_naics_psc_nigp` (~330 tokens)

Classify NAICS, SIC, Federal PSC & State NIGP/UNSPSC Codes

Map any company profile, product description, or Statement of Work (SOW) into ranked 6-digit NAICS codes (with official SBA Small Business Size Standards in revenue or headcount), 4-digit SIC codes, 4-character Federal PSC codes, and State NIGP/UNSPSC commodity codes. This is a read-only, stateless taxonomy classification call (requires X-RapidAPI-Key; `description_text` is required, `context_type` tunes code selection for vendor KYB profiles vs. RFP scopes, and `max_secondary_codes` [1-5, default 3] controls how many secondary NAICS/PSC alternatives are returned alongside the primary code). Use this tool whenever you need industry, procurement, or KYB taxonomy codes and SBA small-business size caps; use `search_historical_awards` instead to query past contract awards once you have a NAICS code, or `parse_b2b_contract` to extract contract dates and dollar values.

Input parameters:

- `context_type` (string): Classification context: 'company_or_vendor_profile', 'rfp_or_sow_scope', or 'product_or_line_item'.
- `description_text` (string, required): Unstructured text describing a company's offerings, a B2B product catalog, or a government RFP/SOW technical scope (20 to 50,000 characters).
- `max_secondary_codes` (integer): Maximum number of secondary/alternative NAICS, PSC, and NIGP codes to return in addition to the top-ranked primary code (integer 1 to 5; defaults to 3).

Output parameters:

- `entity_or_offering_summary` (string): Concise 1-sentence executive summary of the company, SOW, or product analyzed.
- `federal_psc_codes` (array): 4-character Federal Product Service Codes (PSC) for SAM.gov saved searches and FPDS award tracking.
- `kyb_and_procurement_notes` (string): Actionable guidance covering SAM.gov NAICS/PSC profile setup, SBA small-business size standard nuances (e.g., 150-employee IT Value Added Reseller footnote under 541519), SLED NIGP registration, and…
- `primary_industry_sector` (string): 2-digit NAICS sector code and name (e.g., '54 - Professional, Scientific, and Technical Services').
- `primary_naics` (object): Highest-confidence primary 6-digit NAICS code and SBA Small Business Size Standard.
- `secondary_naics_codes` (array): Additional relevant 6-digit NAICS codes for SAM.gov registration and secondary capabilities.
- `sic_codes` (array): 4-digit Standard Industrial Classification (SIC) codes for FinTech KYB, banking underwriting, and corporate filings.
- `state_unspsc_and_nigp_codes` (array): 8-digit UNSPSC and 5-digit NIGP Class-Item codes for State/Municipal SLED vendor portals and ERP catalogs.

### `generate_rfp_response` (~336 tokens)

Draft Shipley Proposal Section & Vendor Clarification Q&A

Draft an evaluator-ready Shipley proposal narrative (complete with Win Themes, Feature-Benefit-Proof blocks, and Risk Mitigations) AND a list of strategic Contracting Officer Clarification Q&A questions from an RFP section and company capabilities. This is a read-only, stateless composite generation call that always returns both the drafted narrative and the clarification questions in a single JSON payload (requires X-RapidAPI-Key; `target_section_type` selects the proposal section format, and `tone_and_methodology` customizes the writing style). Use this tool when writing Technical Approach, Executive Summary, or Management Plan prose; use `generate_compliance_matrix` instead to build a requirement checklist/outline first, or `generate_cpars_past_performance` for structured Volume III CPARS contract citations.

Input parameters:

- `company_context_and_capabilities` (string, required): Bidder's technical architecture, past performance metrics, SLAs, certifications, and competitive discriminators to weave into the narrative.
- `rfp_section_text` (string, required): Verbatim RFP Section C/PWS technical requirements, Section L instructions, or Section M evaluation criteria that the drafted proposal section must satisfy.
- `target_section_type` (string): Type of proposal section to draft: 'technical_approach', 'executive_summary', 'management_and_staffing_plan', 'past_performance_narrative', or 'transition_and_quality_control'.
- `tone_and_methodology` (string): Editorial voice and methodology instruction applied to the prose draft (defaults to 'Shipley Proposal Methodology (Active Voice, Evaluator-First, Feature-Benefit-Proof)').

Output parameters:

- `compliance_coverage_score` (integer): Percentage (0-100) of input RFP requirements explicitly addressed in the drafted response.
- `drafted_subsections` (array): Complete, multi-subsection Shipley proposal draft ready to paste into Word or proposal automation software.
- `estimated_word_count` (integer): Total word count of the drafted narrative across all subsections.
- `executive_theme_statement` (string): Overarching Shipley win-theme thesis statement for the entire proposal section.
- `feature_benefit_proof_matrix` (array): Structured Feature-Benefit-Proof & competitive ghosting table for evaluator skimming.
- `red_team_evaluator_critique` (string): Internal Red Team review note highlighting strengths of the draft and any remaining proof-point placeholders to verify before final submission.
- `section_title` (string): Evaluator-focused title for the drafted proposal section.
- `strategic_clarification_questions` (array): Formal Contracting Officer (KO) Q&A questions designed to neutralize competitor-wired specs and clarify scope risks.

### `extract_pricing_schedule` (~327 tokens)

Extract Section B CLIN Pricing Tables, Quotes & Labor Rate Cards

Extract multi-tier CLIN/SLIN pricing schedules, GSA/T&M labor rate cards, vendor quotes, and Bill of Materials (BOM) tables from unstructured text into normalized JSON with automated line-item math auditing. This is a read-only, stateless extraction call (requires X-RapidAPI-Key; `document_text` accepts 20 to 100,000 characters, `expected_document_type` optionally hints the table schema, and `audit_math_and_anomalies` [default true] verifies `quantity * unit_price == extended_price` and flags arithmetic discrepancies). Use this tool when parsing pricing tables, CLIN schedules, invoices, or labor rate cards; use `parse_b2b_contract` instead for general contract dates/parties/deliverables, or `search_historical_awards` to look up historical government award prices.

Input parameters:

- `audit_math_and_anomalies` (boolean): When true (default), cross-checks each line item (`quantity * unit_price == total_price`) and subtotal summation, returning any arithmetic mismatches in `math_discrepancies`.
- `document_text` (string, required): Raw text or copied table content from a Federal Section B CLIN schedule, T&M labor rate card, B2B vendor quote, BOM, or invoice (20 to 100,000 characters).
- `expected_document_type` (string): Primary document type hint: 'federal_section_b_clin_schedule', 'vendor_quote', 'commercial_invoice', 'labor_rate_card_tm', 'bill_of_materials_bom', or 'purchase_order'.

Output parameters:

- `base_period_total_usd` (number): Sum of all Base Period / Year 1 / Initial Term line items in USD.
- `currency_code` (string): ISO 4217 3-letter currency code (defaults to 'USD').
- `customer_or_agency_name` (string|null): Buyer organization, government agency, or bill-to entity if present in the text.
- `detected_document_type` (string): Classified pricing document type.
- `document_title_or_reference` (string): Extracted solicitation number, quote ID, invoice number, or contract title.
- `dominant_pricing_model` (string): Overall contract pricing structure (e.g., 'HYBRID_MIXED', 'FIRM_FIXED_PRICE_FFP', 'TIME_AND_MATERIALS_TM').
- `finops_and_price_to_win_summary` (string): Executive FinOps & Price-to-Win (PTW) analysis summarizing blended labor rates, annual escalation percentages, discount depth, and negotiation leverage.
- `line_items` (array): Normalized array of all extracted CLINs, SLINs, labor rate rows, and BOM SKUs.
- `math_and_pricing_anomalies` (array): Arithmetic discrepancies (Quantity * Unit Price != Stated Total), missing NTE ceilings, or escalation anomalies.
- `options_total_usd` (number): Sum of all Option Year / Renewal Tier line items in USD (0.0 if no option periods exist).
- `payment_terms_and_invoicing_rules` (array): Extracted payment terms (e.g., 'Net 30', 'WAWF/IPP electronic invoicing', 'Milestone billing schedule', 'Annual upfront').
- `period_subtotals` (array): Subtotal breakdown grouped by contract performance period or billing tier.
- `total_evaluated_contract_value_usd` (number): Grand total contract ceiling or quote value across Base + All Option Periods in USD.
- `vendor_or_issuer_name` (string|null): Vendor, prime contractor, or quote issuer name if present in the text.

### `generate_teaming_strategy` (~448 tokens)

Generate 13 CFR 125.6 (50% Rule) Teaming & Subcontracting Plan

Generate a legally compliant GovCon Teaming Strategy, a 13 CFR 125.6 & FAR 52.219-14 (Limitations on Subcontracting / 50% Rule) Prime/Sub workshare split, Ostensible Subcontractor risk audit, partner archetypes, FAR Subpart 9.6 Teaming Agreement clauses, and a BD outreach email. This is a read-only, stateless compliance and strategy generator (requires X-RapidAPI-Key; `set_aside_type` enforces SBA workshare ceilings for 'sdvosb' [default], '8a', 'wosb_edwosb', 'hubzone', 'small_business', or 'full_and_open', while `bidder_role` tailors outputs for 'prime_seeking_subs' [default], 'sub_seeking_prime', or 'joint_venture_mentor_protege'). Use this tool when structuring Prime/Sub workshare splits or recruiting teaming partners to fill capability gaps; use `match_capability_statement` instead for an initial single-vendor Bid/No-Bid Pwin score.

Input parameters:

- `bidder_capabilities` (string, required): Bidder's socioeconomic status, self-performed technical domains, clearance level, and past performance strengths.
- `bidder_role` (string): Bidder's teaming posture: 'prime_seeking_subs' (default, allocates >=50% to Prime and defines sub gap archetypes), 'sub_seeking_prime' (positions bidder for 20-49% specialty workshare), or 'joint_ven…
- `rfp_text` (string, required): Raw RFP scope, PWS task areas, contract ceiling, security clearance requirements, and FAR 52.219-14 / set-aside instructions.
- `set_aside_type` (string): Solicitation set-aside designation ('sdvosb' [default], '8a', 'wosb_edwosb', 'hubzone', 'small_business', or 'full_and_open') used to enforce 13 CFR 125.6 similarly situated entity and 50% self-perfo…

Output parameters:

- `capability_gaps_and_partner_archetypes` (array): Itemized capability gaps identified in the RFP and the exact partner profiles needed to close them.
- `executive_teaming_rationale` (string): Strategic Shipley capture rationale explaining how this teaming structure maximizes Pwin while maintaining strict SBA/FAR compliance.
- `limitations_on_subcontracting_audit` (object): Automated audit of the workshare split under 13 CFR § 125.6 and FAR 52.219-14 (50% Rule & Ostensible Subcontractor test).
- `partner_outreach_email_template` (string): Ready-to-send Business Development outreach email to recruit the target Prime or Subcontractor partner.
- `recommended_teaming_structure` (string): High-level recommended teaming architecture (e.g., 'SDVOSB Prime (58% Workshare) + 1 Similarly Situated SDVOSB Sub (22%) + 1 Large Business Niche Sub (20%)').
- `solicitation_title` (string): Inferred solicitation title, agency, and set-aside designation.
- `teaming_agreement_clauses` (array): Ready-to-paste FAR Subpart 9.6 Teaming Agreement clauses (Exhibit A Workshare, Exclusivity, Pass-Through Subcontract Conversion).

### `answer_security_questionnaire` (~468 tokens)

Respond to SOC 2, FedRAMP, NIST 800-171 & CMMC Security Questionnaires

Draft audit-ready responses to vendor security questionnaires (SOC 2, ISO 27001, FedRAMP Moderate/High, NIST SP 800-171 Rev 2/3, CMMC 2.0, CAIQ/SIG/HECVAT) with cross-framework control citations, an estimated DoD SPRS score (-203 to 110), required evidence artifacts, and POA&M remediation items for any control gaps. This is a read-only, stateless advisory responder (requires X-RapidAPI-Key; maps each question in `questionnaire_text` against the vendor's `security_posture_summary`, while `target_framework` selects 'auto_detect' [default] or locks control citations to a specific standard and flags any unsupported controls as 'Partially Met' or 'POA&M Required' rather than fabricating compliance). Use this tool when completing customer due-diligence questionnaires, SSP control tables, or DoD SPRS self-assessments; use `scan_far_dfars_clauses` instead to audit FAR/DFARS solicitation clauses, or `generate_compliance_matrix` for general RFP Section C/L/M requirements.

Input parameters:

- `questionnaire_text` (string, required): Numbered or bulleted security questionnaire items from an enterprise SIG/CAIQ/HECVAT sheet, customer infosec assessment, or Federal RFP / NIST 800-171 SSP checklist.
- `security_posture_summary` (string, required): Required summary of the vendor's actual security stack, cloud hosting (e.g., AWS GovCloud), active certifications (SOC 2 Type II, ISO 27001, FedRAMP), encryption (FIPS 140-3, AES-256), MFA/IAM, and S…
- `target_framework` (string): Compliance control mapping mode: 'auto_detect' (default, infers framework from questionnaire text), 'soc2_iso27001' (AICPA TSC & ISO 27001 Annex A), 'nist_800_171_cmmc' (110 CMMC 2.0 Level 2 controls…

Output parameters:

- `executive_compliance_attestation` (string): Executive CISO attestation paragraph summarizing the vendor's security architecture, certifications, and shared-responsibility model.
- `overall_readiness_score` (integer): Overall security questionnaire readiness score (0-100) based on control alignment.
- `poam_and_remediation_items` (array): Actionable Plan of Action & Milestones (POA&M) items or continuous improvement recommendations for any partial or open controls.
- `question_responses` (array): Question-by-question auditor-ready responses with cross-framework control citations and evidence artifacts.
- `questionnaire_title` (string): Inferred security questionnaire title, buyer domain, and compliance scope.
- `sprs_and_framework_summary` (object): Summary of detected frameworks, estimated DoD SPRS / GRC maturity impact, and control counts.

### `match_key_personnel` (~357 tokens)

Audit Key Personnel LCAT Qualifications & Tailor Shipley Resume + LOC

Evaluate a candidate's resume against RFP Section L/M Key Personnel and GSA MAS / OASIS+ / Alliant 3 Labor Category (LCAT) requirements (years of experience, education, security clearance, DoD 8570/8140 certifications), rewrite relevant roles into a Shipley Key Personnel bio, and generate a ready-to-sign Letter of Commitment (LOC). This is a read-only, stateless qualification audit and resume formatter that does not store candidate PII (requires X-RapidAPI-Key; `allow_education_experience_substitution` [default true] applies standard federal GSA/OPM equivalency rules such as Bachelor's + 4 years = Master's when scoring eligibility). Use this tool when qualifying and formatting individual Key Personnel resumes for a proposal; use `match_capability_statement` instead to score overall company-level Bid/No-Bid Pwin, or `generate_cpars_past_performance` for company-level contract citations.

Input parameters:

- `allow_education_experience_substitution` (boolean): When true (default), applies standard federal GSA/OPM degree-for-experience substitution rules (e.g., Bachelor's + 4 additional years of specialized experience satisfies a Master's requirement) unles…
- `candidate_resume_text` (string, required): Candidate's unstructured resume or CV including education degrees, active security clearances, professional certifications (CISSP, PMP, AWS, etc.), and chronological work history.
- `lcat_or_rfp_requirements` (string, required): Raw RFP Section L/M Key Personnel instructions, GSA MAS / GWAC Labor Category (LCAT) minimum qualifications, required security clearance, and mandatory DoD 8570/8140 certifications.

Output parameters:

- `lcat_compliance_audit` (object): Granular verification of years of experience, degree equivalency, security clearance, and DoD 8570/8140 certifications.
- `overall_qualification_score` (integer): Quantitative Key Personnel & LCAT qualification score (0-100).
- `qualification_verdict` (string): Audit verdict: 'FULLY_QUALIFIED_COMPLIANT', 'QUALIFIED_VIA_SUBSTITUTION', 'WAIVER_OR_CERT_PENDING', or 'DISQUALIFIED_HARD_KNOCKOUT'.
- `requirement_by_requirement_matrix` (array): Line-by-line compliance checklist mapping each RFP Key Personnel mandate to candidate resume evidence.
- `tailored_shipley_resume_profile` (object): Proposal-ready Shipley Key Personnel bio, rewritten past-performance bullets, and ready-to-sign Letter of Commitment (LOC).
- `target_lcat_title` (string): Normalized Labor Category (LCAT) and Key Personnel role title extracted from the solicitation.

### `analyze_rfp_amendment_diff` (~330 tokens)

Diff SF-30 RFP Amendments & Q&A Logs Against Base Solicitation

Diff base RFP/SOW text against subsequent SF-30 Solicitation Amendments, SLED Addenda, and official Government Q&A logs to flag altered `shall`/`must` mandates, deadline extensions, page-limit revisions, CLIN pricing changes, de-facto Q&A requirements, and invalidated proposal sections with Shipley redraft language. This is a read-only, stateless change-impact analysis call (requires X-RapidAPI-Key; `base_solicitation_text` and `amendment_or_qa_text` accept up to 100,000 characters each, and providing optional `current_proposal_outline` enables targeted auditing of which specific drafted proposal volumes/pages are invalidated). Use this tool whenever an agency issues an SF-30 amendment, addendum, or Q&A response matrix after initial RFP release; use `generate_compliance_matrix` instead when shredding an initial base RFP for the first time.

Input parameters:

- `amendment_or_qa_text` (string, required): Subsequent SF-30 Amendment text, state/local SLED Addendum text, or official Contracting Officer Q&A clarification matrix to diff against the base solicitation.
- `base_solicitation_text` (string, required): Original base RFP text from Section B (CLINs), Section C/PWS (Statement of Work), Section L (Instructions/Deadlines/Page Limits), or Section M (Evaluation Criteria).
- `current_proposal_outline` (string): Optional summary of the bidder's in-progress proposal outline, volume page allocations, or technical baseline used to pinpoint exact sections that must be rewritten.

Output parameters:

- `amendment_impact_summary` (object): Executive roll-up of amendment severity, rework risk score, deadline shifts, and mandatory SF-30 acknowledgment rules.
- `invalidated_proposal_sections` (array): Bidder proposal sections invalidated by the amendment, paired with ready-to-paste replacement narrative.
- `qa_clarification_rulings` (array): Structured breakdown of Government Q&A answers, flagging hidden de-facto requirements and competitive impacts.
- `requirement_and_clin_deltas` (array): Ordered list of material requirement, CLIN pricing, page limit, evaluation criteria, and deadline changes.

### `generate_cpars_past_performance` (~366 tokens)

Generate Shipley Volume III Past Performance & CPARS Citations

Transform unstructured project histories, prior contract summaries, and CPARS excerpts into Shipley Section L/M Past Performance Volume III citations with predicted DoD Source Selection Relevance ('Very Relevant' to 'Not Relevant') and Performance Confidence ratings, Scope/Magnitude/Complexity matrices, FAR 42.1503 5-Factor CPARS narratives, and Context-Challenge-Action-Result (CCAR) blocks. This is a read-only, stateless generative evaluation call where relevance/confidence ratings are model-inferred against Section M criteria (requires X-RapidAPI-Key; `rfp_section_l_m_requirements` and `project_history_text` accept up to 100,000 characters, and optional `bidder_role_and_context` calibrates Prime vs. Subcontractor/JV attribution and page budgets). Use this tool when building Volume III Past Performance contract citations and CPARS questionnaires; use `generate_rfp_response` instead for Volume I Technical Approach prose, or `match_key_personnel` for individual staff resumes.

Input parameters:

- `bidder_role_and_context` (string): Optional pursuit context specifying Prime vs. Subcontractor citation mix, Joint Venture / SBA Mentor-Protege structure (13 CFR 125.8), or Volume III page-limit constraints.
- `project_history_text` (string, required): Unstructured prior contract summaries, internal project delivery notes, or official CPARS evaluation excerpts (contract numbers, agencies, dollar values, FTEs, KPIs, and technical accomplishments).
- `rfp_section_l_m_requirements` (string, required): Target RFP Section L (Volume III Past Performance instructions, recency window, minimum annual/total dollar value, max citations), Section M (relevance evaluation criteria), and Section C/PWS core ta…

Output parameters:

- `past_performance_citations` (array): List of Shipley-formatted Past Performance citations with Relevance ratings, Scope/Magnitude/Complexity matrices, and CPARS narratives.
- `ppq_and_cor_interview_prep_checklist` (array): Actionable checklist for preparing Past Performance Questionnaires (PPQs) and briefing Contracting Officer Representatives (CORs) before government reference checks.
- `relevance_gaps_and_mitigations` (array): Evaluator risk audit of potential Relevance gaps paired with FAR 15.305(a)(2) mitigation language.
- `volume_summary` (object): Executive Past Performance Volume III summary, DoD Confidence rating prediction, and ready-to-paste Volume Introduction.

### `generate_igce_price_to_win` (~562 tokens)

Build GovCon IGCE, Indirect Wrap-Rate & Price-to-Win (PTW) Model

Model an Independent Government Cost Estimate (IGCE), compounded Indirect Wrap-Rate breakdown (Fringe, Overhead, G&A, and Fee/Profit), GSA CALC+ aligned LCAT rate card, multi-year Section B CLIN pricing schedule, 4-scenario Price-to-Win (PTW) sensitivity matrix, and Shipley Volume IV Basis of Estimate (BOE) narrative from RFP Section B/SOW text. This is a read-only, stateless financial modeling and estimation call (requires X-RapidAPI-Key; `rfp_section_b_and_sow_text` accepts 30 to 120,000 characters, optional `historical_benchmark_and_incumbent_context` and `bidder_indirect_wrap_assumptions` anchor indirect multipliers and incumbent baselines, and `evaluation_methodology` calibrates FAR 15.101-1 Best-Value Tradeoff vs. LPTA or FAR 15.404-1(d) Cost Realism). Use this tool when building forward-looking Volume IV Price/Cost models, wrap-rate build-ups, and Price-to-Win targets; use `search_historical_awards` instead to query past FPDS/SAM award records, or `extract_pricing_schedule` to parse an existing vendor quote or invoice table.

Input parameters:

- `bidder_indirect_wrap_assumptions` (string): Optional bidder indirect rate assumptions (Fringe %, Overhead %, G&A %, Target Fee/Profit %, annual productive hours per FTE such as 1,880 or 1,920, and annual Option Year escalation %).
- `evaluation_methodology` (string): Source selection evaluation methodology: 'BEST_VALUE_TRADEOFF' (FAR 15.101-1), 'LPTA_LOWEST_PRICE_TECHNICALLY_ACCEPTABLE' (FAR 15.101-2), 'HIGHEST_TECHNICALLY_RATED_FAIR_REASONABLE_PRICE', or 'COST_R…
- `historical_benchmark_and_incumbent_context` (string): Optional incumbent contract value, FPDS/USAspending historical award benchmarks, GSA MAS SIN 54151S CALC+ ceiling rates, or known agency budget ceilings to anchor the IGCE and Price-to-Win model.
- `rfp_section_b_and_sow_text` (string, required): Raw RFP Section B (Supplies or Services and Prices/Costs), PWS/SOW level-of-effort & LCAT staffing requirements, contract type (FFP, T&M, Labor-Hour, CPFF), Period of Performance (Base + Option Years…

Output parameters:

- `clin_period_of_performance_schedule` (array): Section B CLIN pricing schedule across Base Year and Option Years.
- `cost_realism_and_price_reasonableness_posture` (string): FAR 15.404-1 Price Reasonableness & Cost Realism risk classification.
- `independent_government_cost_estimate_igce_usd` (number): Estimated Independent Government Cost Estimate (IGCE) baseline ($ USD) across the full PoP.
- `lcat_rate_card_and_fte_buildup` (array): Bottom-up LCAT staffing, unburdened direct wage, burdened bill rate, and GSA CALC+ benchmark table.
- `ptw_discount_vs_igce_pct` (number): Percentage difference between recommended Price-to-Win and the estimated IGCE (e.g., -6.4 represents a 6.4% discount below IGCE).
- `ptw_sensitivity_scenarios` (array): Competitive Price-to-Win sensitivity matrix (Aggressive Floor, Recommended Target PTW, Incumbent Benchmark, IGCE Ceiling).
- `recommended_price_to_win_usd` (number): Recommended total evaluated Price-to-Win ($ USD) across Base + all Option Years.
- `section_b_cost_narrative_and_boe_summary` (string): Ready-to-paste Shipley Volume IV Price/Cost Narrative and Basis of Estimate (BOE) justification.
- `solicitation_pricing_overview` (string): Executive summary of contract structure, total FTEs, Period of Performance, and pricing strategy.
- `wrap_rate_calculator_breakdown` (object): Compounded Fringe, Overhead, G&A, and Fee wrap-rate breakdown.

### `generate_oral_presentation_prep` (~544 tokens)

Build GovCon Oral Presentation Deck, Live Tech-Demo Runbook & Murder-Board Q&A

Generate a FAR 15.102 & Shipley Phase-II Oral Presentation slide-by-slide blueprint, Key Personnel speaker-attributed talking points, a minute-by-minute Live Technical Demonstration / Scenario Challenge runbook with zero-downtime failover contingencies, an adversarial SSEB 'Murder Board' Q&A coaching matrix, and evaluator caucus takeaways from RFP Section L/M oral instructions. This is a read-only, stateless generative preparation call (requires X-RapidAPI-Key; `rfp_oral_instructions_and_sow_text` accepts 30 to 120,000 characters, `proposed_solution_and_key_personnel` maps slides strictly to eligible Key Personnel speakers, optional `known_incumbent_and_risk_areas` sharpens Murder-Board trap questions, and `presentation_format_mode` selects 'COMBINED_ORALS_TECH_DEMO_AND_QA' [default], 'EXECUTIVE_SLIDE_BRIEFING_AND_QA', 'LIVE_TECHNICAL_SCENARIO_CHALLENGE', or 'KEY_PERSONNEL_INTERVIEW_AND_CAUCUS'). Use this tool when preparing for Phase-II advisory down-select oral presentations, live technical demonstrations, or SSEB Q&A caucuses; use `generate_rfp_response` instead for written Volume I Technical Approach prose, or `match_key_personnel` for written Volume II resumes and Letters of Commitment.

Input parameters:

- `bidder_solution_and_key_personnel_context` (string, required): Proposed Key Personnel names/roles/clearances, technical architecture, past performance metrics, and competitive win themes to weave into the speaker scripts and Murder-Board Q&A answers.
- `presentation_format` (string): Oral evaluation format: 'far_15_102_oral_technical_proposal' (default Federal FAR 15.102 / GSA FEDSIM Phase II Orals), 'live_technical_demo_and_coding_challenge' (hands-on tech demo & scenario execut…
- `rfp_oral_instructions_and_sow_text` (string, required): Raw RFP Section L Oral Presentation / Live Tech-Demo rules (time limits, slide limits, speaker eligibility restrictions under FAR 15.102, live scenario prompts), Section M evaluation criteria, and PW…
- `total_session_minutes` (integer): Total scheduled duration of the oral presentation, live demo, and Q&A session in minutes (15 to 240; defaults to 90).

Output parameters:

- `closing_evaluator_leave_behind_pitch` (string): Final 60-second executive closing statement designed to anchor 'High Confidence / Multiple Significant Strengths' before the SSEB caucuses.
- `key_personnel_speaker_choreography` (array): Rules of engagement and handoff choreography ensuring every Key Personnel speaker demonstrates deep technical mastery without talking over teammates.
- `live_tech_demo_runbook` (array): Step-by-step live technical demonstration runbook with operator actions, evaluator strength callouts, and offline failover contingencies.
- `murder_board_qna_bank` (array): Adversarial SSEB Murder-Board questions with hidden evaluator concerns, responder roles, gold-standard answers, and traps to avoid.
- `recommended_time_budget_breakdown` (string): Minute-by-minute time allocation across Opening/Intros, Core Technical Slides, Live Demo, Caucus Buffer, and Q&A.
- `slide_deck_blueprint` (array): Slide-by-slide Shipley oral presentation blueprint with action captions, speaker assignments, visual concepts, and verbatim scripts.
- `solicitation_and_format_summary` (string): Identified solicitation title/ID, oral format, speaker restrictions, and Section M evaluation hierarchy.

### `generate_ato_rmf_package` (~486 tokens)

Generate GovCon RMF, Continuous ATO (cATO), SSP & POA&M Package

Transform RFP cybersecurity clauses, system architecture descriptions, and cloud hosting baselines into a NIST SP 800-53 Rev 5 / DoDI 8510.01 RMF / FedRAMP / StateRAMP Authority to Operate (ATO & Continuous ATO) package with FIPS 199 / CNSSI 1253 security categorization, System Security Plan (SSP) control inheritance matrices, eMASS/CSAM-ready Plan of Action & Milestones (POA&M) schedules, Continuous Monitoring (ConMon) DevSecOps blueprints, and Shipley proposal narratives. This is a read-only, stateless generative authorization modeling call (requires X-RapidAPI-Key; `system_architecture_and_rfp_cyber_text` accepts 40 to 100,000 characters, `cloud_hosting_and_inherited_controls_context` accepts 20 to 80,000 characters, and `target_authorization_framework` and `target_impact_level` calibrate control baselines across DoD RMF IL2-IL6, FedRAMP, StateRAMP, and CMMC 2.0). Use this tool when building System Security Plans (SSPs), eMASS POA&M items, FIPS 199 categorizations, or cATO roadmaps for an ATO boundary; use `answer_security_questionnaire` instead to answer vendor security questionnaires and calculate a numeric DoD SPRS score (-203 to 110), or `scan_far_dfars_clauses` to audit FAR/DFARS solicitation clauses.

Input parameters:

- `rfp_security_and_ato_requirements` (string, required): Raw text from RFP Section C/H/L/M detailing ATO, RMF (eMASS/Xacta), FedRAMP, StateRAMP, DISA Impact Level (IL4/IL5), NIST SP 800-53 Rev 5, or CMMC Level 2 authorization requirements.
- `system_architecture_and_boundary_context` (string, required): Description of the bidder's cloud environment, hosting boundary, identity provider, encryption posture, DevSecOps toolchain, and any existing compliance gaps.
- `target_ato_timeline_days` (integer): Target calendar days from contract award to achieve full ATO / cATO authorization.
- `target_authorization_framework` (string): Target government cybersecurity authorization framework.

Output parameters:

- `ato_readiness_score` (integer): Overall ATO / cATO readiness score from 0 to 100 based on boundary maturity, control coverage, and open findings.
- `authorization_boundary_summary` (object): FIPS 199 categorization, Impact Level baseline, GRC system of record, CSP control inheritance percentage, and boundary summary.
- `cato_devsecops_pipeline_blueprint` (object): Continuous ATO (cATO) DevSecOps CI/CD security gates, ConMon cadence, and OSCAL/SBOM automation blueprint.
- `poam_remediation_schedule` (array): Structured Plan of Action & Milestones (POA&M) remediation table for any open findings or architecture gaps.
- `proposal_technical_volume_ato_narrative` (string): Executive-ready Shipley Technical Volume narrative explaining how the Offeror will achieve rapid, low-risk ATO / cATO without delaying mission deployment.
- `rmf_six_step_milestone_plan` (array): Day-by-day RMF Step 1 through Step 6 schedule to achieve IATT and full ATO within target_ato_timeline_days.
- `ssp_control_implementations` (array): Audit-ready NIST SP 800-53 Rev 5 / NIST 800-171 System Security Plan (SSP) control implementation narratives.

### `analyze_debriefing_bid_protest` (~660 tokens)

Analyze GovCon Post-Award Debriefing, FAR 15.506 Q&A & GAO Bid-Protest Viability

Analyze an Unsuccessful Offeror Notice, SSEB evaluation scorecard, RFP Section M criteria, and submitted proposal excerpts to generate strategic FAR 15.506 / DFARS 252.215-7016 Enhanced Debriefing follow-up questions, a 0-100 GAO Bid-Protest Viability Score, a Go/No-Go protest recommendation, CICA 31 U.S.C. 3553 automatic stay deadline calculations, a 4-C.F.R. Part 21 Protest Grounds Matrix (Unstated Evaluation Criteria, Disparate Treatment, Flawed Best-Value Tradeoff, Misleading Discussions), and an Executive Recompete/Corrective-Action Playbook. This is a read-only, stateless post-award diagnostic and debriefing analysis call that provides structured procurement intelligence rather than formal legal representation (requires X-RapidAPI-Key; `unsuccessful_offeror_notice_and_debrief_text` accepts 30 to 100,000 characters, `rfp_section_m_and_submitted_proposal_excerpts` accepts 30 to 100,000 characters, optional `award_and_debrief_timeline_context` anchors the 10-day GAO filing and 5-day CICA stay clock, and `target_acquisition_regime` calibrates rules across DoD DFARS Enhanced Debriefings, Civilian FAR Part 15, FAR 16.505 Task Orders >$10M/$35M, and FAR 8.405-2 GSA MAS). Use this tool after contract award notification when preparing for a FAR 15.506 post-award debriefing or evaluating GAO/COFC bid-protest grounds; use `match_capability_statement` instead for pre-bid Gate-1 Bid/No-Bid Pwin scoring, or `analyze_rfp_amendment_diff` for pre-award SF-30 solicitation amendments. Use this tool when evaluating an unsuccessful offeror notice or preparing FAR 15.506 enhanced debriefing questions and GAO/COFC bid-protest viability analyses; use `generate_cpars_past_performance` or `generate_post_award_cpar_rebuttal` instead for CPARS performance evaluations.

Input parameters:

- `analysis_mode` (string): Perspective mode: 'unsuccessful_offeror_debrief_and_protest' (default, FAR 15.506 debrief questions + GAO protest merits audit), 'winning_awardee_intervention_defense' (defend contract award as Inter…
- `award_notice_or_debrief_text` (string, required): Raw text from the Agency Unsuccessful Offeror Notice, Post-Award Debriefing letter/slides, Source Selection Decision Document (SSDD) excerpt, or competitor protest allegations.
- `procurement_jurisdiction` (string): Governing procurement protest forum and jurisdiction.
- `rfp_section_m_and_bidder_context` (string, required): RFP Section L/M evaluation criteria, weighting hierarchy (Best-Value Tradeoff vs. LPTA), and summary of the bidder's submitted ratings, evaluated price, and proposal strengths/weaknesses.

Output parameters:

- `far_15_506_debriefing_questions` (array): Strategic FAR 15.506 / DoD Enhanced Debriefing questions to submit to the Contracting Officer.
- `protest_grounds_or_defense_matrix` (array): Detailed GAO/COFC protest grounds (or Awardee Intervenor defenses) mapped to FAR/GAO precedent.
- `protest_viability_or_defense_score` (integer): Overall 0-100 score measuring GAO/COFC protest sustain probability (or Awardee Defense strength when in winning_awardee_intervention_defense mode).
- `ready_to_send_debrief_request_or_counsel_memo` (string): Ready-to-send FAR 15.506 Enhanced Debriefing Request Letter & Questions (or Executive Bid-Protest / Intervenor Strategy Memo).
- `recommended_executive_decision` (string): Clear executive recommendation (e.g., 'PURSUE_ENHANCED_DEBRIEF_THEN_GAO_PROTEST', 'FILE_AGENCY_LEVEL_CORRECTIVE_ACTION_REQUEST', 'DO_NOT_PROTEST_PRESERVE_CUSTOMER_GOODWILL', or 'INTERVENE_AND_MOVE_TO…
- `statutory_deadline_calendar` (object): Strict FAR 15.505/15.506, DFARS 215.506-70, and CICA (31 U.S.C. 3553) automatic-stay deadline schedule.
- `task_order_jurisdictional_bar_check` (string): Audit of FASA task-order protest jurisdiction bars under FAR 16.505(a)(10) ($35M DoD / $10M Civilian threshold) or FAR 8.405-5 GSA Schedule rules.

### `generate_gsa_mas_offer` (~607 tokens)

Generate GSA MAS Schedule SIN Mapping, 0.75% IFF Rate Card & PRC Compliance Package

Map commercial labor rate cards, software/cloud SKUs, commercial discounting practices, and past project histories into a GSA Multiple Award Schedule (MAS) Large Category F (IT) eOffer or eMod package containing a Special Item Number (SIN) mapping matrix (`54151S`, `54151HACS`, `518210C`, `511210`, `OLM`), a GSA Price Proposal Template (PPT) ceiling rate card grossed up for the 0.75% Industrial Funding Fee (`Net / 0.9925`) with 5-year GSAR 552.238-118 EPA escalation, GSAR 552.238-81 Price Reductions Clause (PRC) / Most Favored Customer (MFC) guardrails, CSP-1 vs. Transactional Data Reporting (TDR) pathway recommendations, and a ready-to-submit SCP-FSS-001 proposal narrative. This is a read-only, stateless, non-destructive compliance and pricing generator (requires X-RapidAPI-Key; `commercial_catalog_and_lcat_rates` accepts 20 to 45,000 characters and `corporate_experience_and_project_context` accepts 20 to 35,000 characters). Use this tool when preparing a GSA Multiple Award Schedule (MAS) eOffer, SIN addition eMod, or GSAR 552.238-81 Price Reductions Clause (PRC) / MFC audit; use `generate_igce_price_to_win` instead for single-RFP IGCE wrap-rate and Price-to-Win modeling, or `match_key_personnel` to tailor individual candidate resumes to LCAT minimums.

Input parameters:

- `commercial_catalog_and_lcat_rates` (string, required): Commercial Price List (CPL), LCAT titles, hourly rates, minimum education/years of experience, software/SaaS SKUs, and standard commercial discounting practices (20 to 45,000 characters).
- `corporate_experience_and_project_context` (string, required): Past project experience for SCP-FSS-001 Factor 4 (1-2 completed projects per target SIN), target GSA IT/Cyber SINs (`54151S`, `54151HACS`, `518210C`), and commercial customer classes (20 to 35,000 ch…
- `pricing_disclosure_pathway` (string): GSA MAS pricing disclosure pathway: 'CSP-1_Traditional_PRC' (traditional Commercial Sales Practices with Most Favored Customer tracking), 'TDR_Transactional_Data_Reporting' (GSAR 552.238-81 Alt I TDR…
- `submission_type` (string): Submission mode: 'New_GSA_MAS_Offer' (default, full SCP-FSS-001 eOffer package) or 'Add_SIN_or_EPA_Price_Mod' (GSA eMod SIN addition or GSAR 552.238-118 Economic Price Adjustment).

Output parameters:

- `gsa_lcat_iff_price_list` (array): GSA MAS Price Proposal Template (PPT) table with minimum education/experience, CPL rate, Net rate, 0.75% IFF ceiling rate (`Net / 0.9925`), and 5-year EPA progression.
- `gsa_mas_readiness_score` (integer): Overall GSA eOffer / eMod readiness score (0-100) under SCP-FSS-001.
- `iff_and_epa_pricing_summary` (string): Executive summary of the 0.75% Industrial Funding Fee (IFF) gross-up (`Net / 0.9925`), proposed GSA discount off CPL, and 5-year GSAR 552.238-118 EPA escalation.
- `prc_and_mfc_compliance_guardrails` (array): GSAR 552.238-81 Price Reductions Clause (PRC) and Most Favored Customer (MFC) Basis of Award guardrails and safe-harbor exemptions.
- `ready_to_submit_scp_fss_001_narrative` (string): Authoritative, paste-ready SCP-FSS-001 Administrative, Technical (Factor 1 Corporate Experience, Factor 2 Past Performance, Factor 3 Quality Control, Factor 4 Relevant SIN Experience), and Price Prop…
- `recommended_pricing_pathway` (string): Recommended GSA pricing disclosure pathway (TDR Transactional Data Reporting vs. CSP-1 Traditional Most Favored Customer) with rationale.
- `sin_mapping_matrix` (array): Structured GSA MAS Special Item Number (SIN) mapping matrix (`54151S`, `54151HACS`, `518210C`, `OLM`, etc.) with Factor 4 relevant project narratives.

### `generate_sources_sought_response` (~558 tokens)

Generate GovCon Sources Sought, RFI & FAR 19.502-2 Set-Aside Shaping Response

Analyze agency Sources Sought notices, Market Research RFIs, and Draft PWS/SOWs against a vendor's socioeconomic status (`8(a)`, `SDVOSB`, `HUBZone`, `WOSB/EDWOSB`, Small Business) and past performance to generate a persuasive FAR 19.502-2 Rule-of-Two set-aside justification, a 13 CFR 121.402 NAICS & SBA size standard shaping analysis, a requirement-by-requirement capability alignment matrix, Contracting Officer / OSDBU acquisition-shaping recommendations, and a ready-to-submit Sources Sought / RFI response narrative. This is a read-only, stateless, non-destructive capture shaping generator (requires X-RapidAPI-Key; `sources_sought_or_rfi_notice_text` accepts 20 to 45,000 characters and `vendor_capability_and_socioeconomic_profile` accepts 20 to 35,000 characters). Use this tool during pre-RFP Market Research / Sources Sought / RFI phases to persuade the Contracting Officer to set aside an upcoming procurement for small business; use `match_capability_statement` instead for Gate-1 Bid/No-Bid Pwin scoring on an already-released RFP, or `generate_rfp_response` to draft final RFP proposal volumes. Use this tool when responding to pre-RFP Sources Sought notices or RFIs to lock in small-business set-asides under the FAR 19.502-2 Rule of Two; use `match_capability_statement` instead for full RFP Bid/No-Bid Pwin scoring, or `generate_rfp_response` for full proposal narrative drafting.

Input parameters:

- `sources_sought_or_rfi_notice_text` (string, required): Full text of the agency Sources Sought notice, Market Research RFI, SSN capability questions, or Draft PWS/SOW (20 to 45,000 characters).
- `target_set_aside_preference` (string): Preferred FAR Part 19 set-aside pathway to justify to the Contracting Officer and OSDBU ('8a_Sole_Source_or_Competitive', 'SDVOSB_Set_Aside', 'HUBZone_Set_Aside', 'WOSB_EDWOSB_Set_Aside', 'Total_Smal…
- `vendor_capability_and_socioeconomic_profile` (string, required): Vendor socioeconomic designations (8(a), SDVOSB, HUBZone, WOSB/EDWOSB, Small Business), UEI/CAGE, GSA MAS / GWAC contract vehicles, facility clearances, and past performance (20 to 35,000 characters).

Output parameters:

- `contracting_officer_shaping_questions_and_recommendations` (array): Strategic recommendations for the Contracting Officer and Small Business Specialist (OSDBU) to shape the final RFP in the vendor's favor.
- `naics_psc_and_size_standard_shaping_analysis` (string): Analysis of the posted NAICS/PSC code under 13 CFR 121.402, recommending either retention or a higher/more accurate SBA size standard.
- `ready_to_submit_sources_sought_response_narrative` (string): Complete, paste-ready Sources Sought / RFI Response Narrative (Corporate Overview, Socioeconomic & Vehicle Eligibility, Technical Capability, Past Performance, and Acquisition Strategy Recommendation…
- `recommended_acquisition_strategy_and_set_aside` (string): Recommended acquisition vehicle (GSA MAS, 8(a) STARS III, VETS 2, Polaris, Open Market) and FAR Part 19 set-aside determination.
- `requirement_capability_alignment_matrix` (array): Requirement-by-requirement alignment table mapping agency RFI tasks to demonstrated prime capability and 13 CFR 125.6 workshare compliance.
- `rule_of_two_and_far_19_502_justification` (string): Formal FAR 19.502-2 Rule-of-Two & FAR Part 10 market research justification proving two or more capable small businesses (or sole-source 8(a)/SDVOSB authority) exist at fair market prices.
- `set_aside_shaping_confidence_score` (integer): 0-100 score indicating the strength of the vendor's case to persuade the Contracting Officer and OSDBU to set aside the procurement.

### `generate_oci_mitigation_plan` (~455 tokens)

Audit FAR Subpart 9.5 Organizational Conflicts of Interest (OCI) & Generate Mitigation Plan

Audit existing prime/subcontract awards (SETA, A&AS, IV&V, Systems Engineering, Cloud Architecture) against a target solicitation scope to detect Unequal Access to Information, Biased Ground Rules, and Impaired Objectivity under FAR Subpart 9.5 (FAR 9.505-1 through 9.505-4) and generate an OCI Risk Score (0-100), a 3-Pillar Case-Law Audit Matrix, an Organizational Firewall & NDA Control Matrix, and a ready-to-submit OCI Disclosure & Mitigation Plan volume. This is a read-only, stateless, non-destructive compliance and legal-engineering generator (requires X-RapidAPI-Key; `new_solicitation_scope_and_oci_clauses` accepts 20 to 45,000 characters and `existing_contracts_and_corporate_relationships` accepts 20 to 35,000 characters). Use this tool when auditing FAR 9.5 / DFARS 252.209-7008 / 252.209-7009 Organizational Conflicts of Interest or drafting an OCI Mitigation Plan & Non-Disclosure Firewall; use `scan_far_dfars_clauses` instead for general Section I FAR/DFARS flow-down clause scanning, or `generate_teaming_strategy` to structure 13 CFR 125.6 Prime/Sub workshare splits.

Input parameters:

- `current_and_prior_contracts_portfolio` (string, required): Summary of the bidder's (and any proposed subcontractor's) active or recent prime/sub contracts, SETA/A&AS/IV&V advisory roles, and access to nonpublic source-selection or proprietary third-party dat…
- `proposed_bidding_role_and_teaming_structure` (string): Bidder's pursuit structure ('Prime_Offeror', 'Subcontractor_or_Teaming_Partner', 'Joint_Venture_or_Mentor_Protege', or 'SETA_or_A_and_AS_Incumbent_Pivoting_to_Development').
- `target_solicitation_and_sow_text` (string, required): Full or excerpted target RFP scope, PWS/SOW tasks, Section H/I/K/L OCI disclosure instructions, and issuing agency/program office.

Output parameters:

- `executive_oci_risk_summary` (string): Executive legal and capture summary of the OCI audit findings for the Contracting Officer and Capture Director.
- `oci_clearance_and_defensibility_score` (integer): 0-100 score indicating how defensible the bidder's OCI posture and mitigation plan are against Contracting Officer exclusion or GAO bid protest.
- `organizational_firewall_and_nda_controls` (array): Concrete organizational, technical (IT/GovCloud enclave), personnel NDA, and workshare carve-out controls.
- `overall_oci_determination` (string): Formal FAR Subpart 9.5 OCI risk determination and pursuit posture recommendation.
- `ready_to_submit_oci_mitigation_plan_narrative` (string): Complete, paste-ready Volume I / Section L Organizational Conflict of Interest (OCI) Disclosure & Mitigation Plan narrative including a FAR 9.505-4 Non-Disclosure Agreement (NDA) template and Contrac…
- `three_pillar_far_9_5_audit_matrix` (array): Comprehensive audit across all three FAR Subpart 9.5 / GAO OCI pillars: Unequal Access to Information (FAR 9.505-4), Biased Ground Rules (FAR 9.505-1/9.505-2), and Impaired Objectivity (FAR 9.505-3).

### `generate_sbir_sttr_commercialization` (~514 tokens)

Generate SBIR / STTR Phase I–III Technical Work Plan, TRL Matrix & Commercialization Plan

Convert R&D technical specifications and an SBIR/STTR solicitation topic description into a DoD/AFWERX/SpaceWERX/NSF SBIR/STTR Technical Work Plan, a TRL 1–9 progression matrix, a Phase III Dual-Use Commercialization & Transition Plan, and a pre-award DFARS 252.227-7018 / FAR 52.227-20 SBIR Data Rights assertion schedule. This is a read-only, stateless, non-destructive R&D proposal and IP compliance generator (requires X-RapidAPI-Key; `sbir_sttr_topic_and_rd_specs` accepts 20 to 45,000 characters and `company_technology_and_ip_baseline` accepts 20 to 35,000 characters). Use this tool when preparing Phase I, Phase II, Direct-to-Phase II (AFWERX/SpaceWERX), or Phase III SBIR/STTR technical volumes, commercialization plans, and DFARS 252.227-7018 IP data-rights tables; use `generate_rfp_response` instead for standard FAR Part 15 technical approach volumes, or `scan_far_dfars_clauses` for general Section I clause flow-down audits.

Input parameters:

- `company_technology_and_ip_baseline` (string, required): Summary of the small business offeror's R&D technology, current TRL, Principal Investigator (PI) credentials, prior IRAD/patents, STTR university/lab partner (if applicable), and dual-use commercial…
- `sbir_sttr_topic_and_rd_specs` (string, required): Full or excerpted DoD, AFWERX, SPACEWERX, Navy, Army, DARPA, NSF, NASA, or DHS SBIR/STTR topic instructions, Phase I/II/III technical objectives, and evaluation criteria (20 to 45,000 characters).
- `sponsoring_agency_or_program` (string): Optional sponsoring agency, PEO, or Phase III transition customer (e.g., USAF AFWERX / SpaceWERX, Office of Naval Research, NSF TIP).
- `target_phase_and_program` (string): Target SBIR/STTR phase ('Phase_I_Feasibility_and_Proof_of_Concept', 'Direct_to_Phase_II_or_Phase_II_Prototype', 'Phase_IIB_or_STRATFI_TACFI_Matching', or 'Phase_III_Sole_Source_Transition_15_USC_638_…

Output parameters:

- `dfars_252_227_7018_sbir_data_rights_assertions` (array): Pre-populated DFARS 252.227-7018 / FAR 52.227-20 SBIR/STTR Data Rights Assertion Table protecting core IP for 20 years.
- `executive_technical_and_dual_use_summary` (string): Executive summary of the R&D innovation, warfighter/agency operational impact, and commercial dual-use market thesis.
- `phase_iii_dual_use_commercialization_and_work_plan_narrative` (string): Complete, paste-ready SBIR/STTR Volume 2 Technical Work Plan & Commercialization Plan narrative including Customer Memorandum (MOU) justification, TAM/SAM/SOM dual-use revenue forecast, and 15 U.S.C.…
- `recommended_phase_and_transition_pathway` (string): Strategic SBIR/STTR pursuit and transition recommendation.
- `sbir_pwin_and_transition_readiness_score` (integer): 0-100 score evaluating technical merit, TRL feasibility, dual-use commercialization potential, and Phase III Program-of-Record transition readiness.
- `trl_progression_and_technical_work_plan` (array): Structured Phase I/II Technical Work Plan and TRL 1-9 progression milestones with quantifiable exit criteria.

### `audit_section_508_vpat` (~530 tokens)

Audit Revised Section 508, WCAG 2.2 AA & Generate VPAT 2.5 Accessibility Conformance Report (ACR)

Audit software, cloud SaaS portals, and electronic deliverables against Revised Section 508 (36 CFR Part 1194 / FAR Subpart 58.2), W3C WCAG 2.1 / 2.2 Level A & AA Success Criteria, and State SLED digital accessibility laws (such as Colorado HB21-1110) to generate an Accessibility Readiness Score (0-100), a structured ITI VPAT 2.5 Conformance Matrix (WCAG 2.2 Level A/AA + Revised Section 508 Chapters 3, 5, and 6), an Engineering Accessibility Remediation POA&M Roadmap, and a paste-ready VPAT 2.5 ACR & Equally Effective Alternate Access Plan (EEAAP) proposal narrative. This is a read-only, stateless, non-destructive accessibility compliance generator (requires X-RapidAPI-Key; `product_architecture_and_ui_specs` accepts 20 to 45,000 characters and `known_accessibility_test_results_or_gaps` accepts 10 to 35,000 characters). Use this tool when auditing software/SaaS accessibility or generating a Section 508 VPAT 2.5 ACR table for federal/SLED proposals; use `answer_security_questionnaire` instead for cybersecurity/SOC 2/NIST 800-171 questionnaires, or `scan_far_dfars_clauses` for general Section I FAR/DFARS clause flow-down audits.

Input parameters:

- `known_accessibility_test_results_or_gaps` (string): Known accessibility test findings (axe-core, Lighthouse, DHS Trusted Tester v5, JAWS/NVDA/VoiceOver), existing exceptions (e.g., third-party GIS map canvas or legacy PDF exports), and current remedia…
- `product_architecture_and_ui_specs` (string, required): Description of the software/SaaS application, UI framework (React/Angular/USWDS), electronic documents, user workflows, and target RFP Section 508 / accessibility solicitation clauses (20 to 45,000 c…
- `target_compliance_standard` (string): Target accessibility regulatory regime ('Revised_Section_508_And_WCAG_2_2_AA' [default], 'Federal_Section_508_36_CFR_1194_Only', 'State_SLED_Accessibility_HB21_1110_And_WCAG_2_2_AA', or 'DoD_DISA_Sec…

Output parameters:

- `accessibility_readiness_score` (integer): 0-100 score quantifying the product's Section 508 / WCAG 2.2 AA compliance readiness and VPAT 2.5 defensibility for federal/state procurement.
- `engineering_remediation_roadmap` (array): Prioritized Accessibility Plan of Action & Milestones (POA&M) and engineering remediation roadmap for any 'Partially_Supports' or 'Does_Not_Support' items.
- `executive_vpat_summary` (string): Executive accessibility compliance summary for the Agency Section 508 Coordinator and Contracting Officer.
- `overall_section_508_determination` (string): Overall Section 508 / WCAG 2.2 AA procurement conformance determination under FAR 58.2 and ITI VPAT 2.5 standards.
- `ready_to_submit_vpat_2_5_acr_narrative` (string): Complete, paste-ready ITI VPAT 2.5 Accessibility Conformance Report (ACR) & FAR 58.2 Proposal Volume narrative including evaluation methodology (DHS Trusted Tester v5, axe-core, NVDA/JAWS) and Equall…
- `vpat_2_5_conformance_matrix` (array): Structured ITI VPAT 2.5 Accessibility Conformance Report (ACR) audit rows covering WCAG 2.2 Level A/AA and Revised Section 508 Chapters 3, 5, and 6.

### `audit_supply_chain_scrm` (~979 tokens)

Audit Supply Chain Risk (NIST 800-161 C-SCRM, NDAA 889, FASCSA, TAA, BAA) & Generate SBOM Attestation

Audit hardware Bills of Materials (BOMs), sub-tier suppliers, and software components (SBOM) against NIST SP 800-161 Rev. 1 Cybersecurity Supply Chain Risk Management (C-SCRM), FAR 52.204-25 (NDAA Section 889 Part A/B prohibition on Huawei, ZTE, Hytera, Hikvision, Dahua and their affiliates), FAR 52.204-30 (FASCSA exclusion orders), the Buy American Act (FAR Part 25 domestic content), and the Trade Agreements Act (FAR 52.225-5 designated countries), returning JSON with a Supply Chain Risk Score (0-100), an overall SCRM verdict, per-line NDAA 889 and TAA determinations, a BAA domestic-content percentage, NIST 800-161 SR-family control gaps, an NTIA minimum-elements SBOM and CISA Secure Software Self-Attestation readiness review, paste-ready C-SCRM Plan sections, a SCRM POA&M remediation roadmap, and a proposal-ready SCRM narrative. This is a read-only, stateless, non-destructive compliance auditor (requires X-RapidAPI-Key; nothing is stored, filed, or submitted to SAM.gov, and FASCSA results must still be verified in SAM.gov; `solicitation_or_contract_context` accepts 20 to 45,000 characters, `bom_line_items` accepts 1 to 200 lines, and `software_components` accepts up to 500 SBOM components). Use this tool when vetting a BOM, reseller quote, or SBOM for NDAA 889 / FASCSA / TAA / BAA award eligibility or drafting a C-SCRM Plan and SBOM attestation; use `audit_section_508_vpat` instead for Section 508 / WCAG 2.2 accessibility and VPAT conformance, `scan_far_dfars_clauses` for general Section I FAR/DFARS clause flow-down risk scanning, `answer_security_questionnaire` for SOC 2 / FedRAMP / NIST 800-171 questionnaires, or `generate_ato_rmf_package` for NIST 800-53 SSP / RMF / cATO authorization packages.

Input parameters:

- `additional_supplier_notes` (string): Optional sub-tier supplier attestations, SAM.gov FAR 52.204-24/26 representations, ownership/affiliation notes, or existing C-SCRM program documentation (0 to 20,000 characters).
- `applicable_contract_clauses` (array): Supply chain clauses and standards in the solicitation, e.g. 'FAR 52.204-25', 'FAR 52.204-30', 'FAR 52.225-5', 'DFARS 252.225-7001', 'DFARS 252.204-7012', 'DFARS 252.246-7008', 'NIST SP 800-161 Rev.…
- `bom_line_items` (array, required): Hardware / COTS Bill of Materials line items to screen (1 to 200 lines).
- `contracting_agency` (string): Contracting agency or SLED buyer, e.g. 'U.S. Army PEO C3T', 'GSA FAS', or 'Arizona ADOA-ASET' (2 to 300 characters).
- `offeror_name` (string): Legal name of the prime offeror / reseller submitting the BOM and supply chain representations (2 to 300 characters).
- `sbom_format` (string): Format of the offeror's SBOM deliverable: 'CycloneDX_1_6' (default), 'SPDX_2_3', 'SPDX_3_0', 'Proprietary_Or_Spreadsheet', or 'None_Available'.
- `software_components` (array): Software Bill of Materials (SBOM) components for NTIA minimum-elements and CISA secure software attestation review (0 to 500 components).
- `solicitation_or_contract_context` (string, required): Solicitation / contract scope, Section H/I supply chain clauses, delivery location, end-use, and any agency C-SCRM, NDAA 889, TAA, BAA, or SBOM requirements (20 to 45,000 characters).
- `target_compliance_regime` (string): Target supply chain regulatory regime: 'Auto_Detect_From_Clauses' (default), 'Federal_DoD_Full_C_SCRM_NDAA_889_TAA_BAA', 'Federal_Civilian_FASCSA_And_CISA_Secure_Software', or 'State_SLED_Prohibited_…

Output parameters:

- `baa_domestic_content` (object): Buy American Act (FAR Part 25) domestic content analysis.
- `c_scrm_plan_sections` (array): Paste-ready Cybersecurity Supply Chain Risk Management (C-SCRM) Plan sections aligned to NIST SP 800-161 Rev. 1.
- `executive_scrm_summary` (string): Executive supply chain risk summary for the Contracting Officer and offeror leadership.
- `fascsa_exclusion_check` (object): FAR 52.204-30 FASCSA exclusion/removal order screening.
- `ndaa_889_findings` (array): Per-line FAR 52.204-25 (NDAA Section 889 Part A/B) prohibited-vendor screening findings.
- `nist_800_161_control_gaps` (array): NIST SP 800-161 Rev. 1 C-SCRM control gaps with severity and implementation guidance.
- `overall_scrm_verdict` (string): Overall C-SCRM / NDAA 889 / FASCSA / TAA / BAA award-eligibility verdict.
- `ready_to_submit_scrm_narrative` (string): Paste-ready proposal Supply Chain Risk Management volume narrative with NDAA 889 / FASCSA representations, TAA/BAA certification language, and SBOM attestation statement.
- `remediation_roadmap` (array): Prioritized SCRM Plan of Action & Milestones (POA&M) remediation roadmap.
- `sbom_attestation` (object): NTIA SBOM minimum-elements review and CISA Secure Software Self-Attestation readiness.
- `supply_chain_risk_score` (integer): Quantitative supply chain risk score from 0 (no material risk) to 100 (prohibited / award-blocking).
- `taa_compliance_by_line` (array): Per-line Trade Agreements Act (FAR 52.225-5) designated-country determinations.

### `generate_quality_assurance_qasp` (~568 tokens)

Generate GovCon Quality Assurance Surveillance Plan (QASP), PRS Table & PWS SLA/KPI Matrix

Transform Performance Work Statement (PWS), Statement of Work (SOW), or Statement of Objectives (SOO) deliverables into a FAR Subpart 37.6 Quality Assurance Surveillance Plan (QASP) package containing a 0-100 QASP Readiness Score, an executive surveillance summary, a Performance Requirements Summary (PRS) Table (with PWS section reference, performance objective, measurable KPI standard, Acceptable Quality Level [AQL], FAR 46.4 surveillance method, monitoring frequency, positive/negative incentive or invoice deduction formula, and assigned COR/QA role), automated SLA/KPI telemetry metrics, a closed-loop Non-Conformance & Cure Notice Corrective Action Report (CAR) workflow with FAR 52.246 inspection citations, and a ready-to-submit QASP/QCP proposal narrative. This is a read-only, stateless, non-destructive quality engineering and proposal generator (requires X-RapidAPI-Key; `pws_or_sow_deliverables_text` accepts 30 to 75,000 characters, while `contract_type_and_incentive_structure` and `surveillance_rigor_and_mission_criticality` calibrate AQL thresholds and incentive/deduction mechanics across FFP, T&M, CPAF, CPIF, and Hybrid IDIQ task orders). Use this tool when building a FAR 37.6 Quality Assurance Surveillance Plan (QASP), Performance Requirements Summary (PRS) matrix, or Contractor Quality Control Plan (QCP) with AQLs and SLA deduction formulas; use `generate_compliance_matrix` instead to shred general Section C/L/M `shall`/`must` requirements into a proposal outline, or `generate_rfp_response` to draft general Technical Approach prose.

Input parameters:

- `contract_type_and_incentive_structure` (string): Contract type and fee structure ('Firm_Fixed_Price_FFP', 'Time_and_Materials_TM', 'Cost_Plus_Award_Fee_CPAF', 'Cost_Plus_Incentive_Fee_CPIF', or 'Hybrid_IDIQ_Task_Order').
- `pws_or_sow_deliverables_text` (string, required): Raw Performance Work Statement (PWS), Statement of Work (SOW), or Statement of Objectives (SOO) tasks, service levels, and deliverable requirements (30 to 75,000 characters).
- `solicitation_or_contract_number` (string): Optional solicitation or contract number for QASP traceability.
- `surveillance_rigor_and_mission_criticality` (string): Mission criticality profile ('Mission_Critical_24x7_Zero_Trust', 'Standard_Enterprise_IT_SLA', or 'R_and_D_Agile_DevSecOps').
- `target_agency` (string): Optional issuing agency or contracting office.

Output parameters:

- `executive_surveillance_summary` (string): Executive summary of the Performance-Based Acquisition (FAR 37.6) surveillance strategy, ISO 9001 / CMMI Level 3 quality governance, and COR partnership model.
- `non_conformance_and_cure_notice_workflow` (object): Closed-loop Non-Conformance, Corrective Action Report (CAR), Root Cause Analysis (RCA), Corrective Action Plan (CAP), and FAR 52.246 inspection workflow.
- `performance_requirements_summary_prs_table` (array): Structured FAR Subpart 37.6 Performance Requirements Summary (PRS) matrix mapping PWS sections to objectives, standards, AQLs, surveillance methods, and incentive/deduction formulas.
- `qasp_readiness_score` (integer): 0-100 score quantifying the measurability, FAR Subpart 37.6 compliance, and audit defensibility of the generated QASP and PRS matrix.
- `ready_to_submit_qasp_narrative` (string): Complete, paste-ready Quality Assurance Surveillance Plan (QASP) & Quality Control Plan (QCP) proposal volume narrative in Markdown.
- `sla_and_kpi_telemetry_metrics` (array): Automated SLA and KPI telemetry metrics with target thresholds, measurement windows, data sources, and breach escalation triggers.
- `status` (string): Execution status ('success').

### `generate_phase_in_transition_plan` (~600 tokens)

Generate GovCon 30/60/90-Day Phase-In / Phase-Out Transition & Incumbent Capture Plan

Generate a risk-mitigated 30/60/90-Day Phase-In and Phase-Out Transition Plan from solicitation Section C/L/M transition instructions and incumbent workforce context, returning a 0-100 Transition Risk Readiness Score, an executive transition summary, chronological Work Breakdown Structure (WBS) milestones across Days 1-30, 31-60, and 61-90 (plus Phase-Out), an Executive Order 14055 / Service Contract Act (SCA) Incumbent Workforce Capture & Right-of-First-Refusal retention plan with DD-254/DISS clearance crossover timelines and outreach scripts, functional Knowledge Transfer & Shadowing tracks with COR Operational Readiness Review (ORR) gates, a FAR 52.237-3 Continuity of Services Phase-Out checklist, and a ready-to-submit Shipley Transition Plan proposal volume. This is a read-only, stateless, non-destructive capture and program-management generator (requires X-RapidAPI-Key; `solicitation_transition_and_sow_text` accepts 30 to 75,000 characters, optional `incumbent_workforce_and_clearance_context` accepts up to 50,000 characters, and `transition_timeline_window` calibrates milestone cadences across 30-day rapid cutovers, standard 30/60/90-day transitions, 120-day enterprise transitions, and FAR 52.237-3 phase-outs). Use this tool when drafting a Phase-In / Phase-Out Transition Plan volume, WBS mobilization schedule, or incumbent staff capture strategy; use `match_key_personnel` instead to audit and format individual Key Personnel resumes and Letters of Commitment, or `generate_teaming_strategy` for 13 CFR 125.6 Prime/Sub workshare splits.

Input parameters:

- `clearance_requirement` (string): Optional personnel and facility security clearance level required (DD-254 / DISS / Public Trust).
- `incumbent_workforce_and_clearance_context` (string): Optional incumbent contractor details, target FTE count, Collective Bargaining Agreement (CBA) / Service Contract Act (SCA) context, and DD-254 facility/personnel security clearance transfer requirem…
- `solicitation_transition_and_sow_text` (string, required): Solicitation Section C/L/M transition instructions, PWS scope, incumbent staffing size, clearance levels, and continuity-of-operations mandates (30 to 75,000 characters).
- `target_agency` (string): Optional issuing agency or contracting office.
- `transition_duration_days` (integer): Optional total Phase-In transition duration in calendar days (15 to 180; defaults to 90).
- `transition_timeline_window` (string): Transition schedule profile ('Rapid_30_Day_Cutover', 'Standard_30_60_90_Day_Phase_In', 'Extended_120_Day_Enterprise_Transition', or 'Include_Phase_Out_FAR_52_237_3').

Output parameters:

- `executive_transition_summary` (string): Executive summary of the zero-mission-disruption Phase-In / Phase-Out strategy, governance structure, and Day-1 Full Operational Capability (FOC) roadmap.
- `far_52_237_3_phase_out_continuity_checklist` (array): FAR 52.237-3 Continuity of Services Phase-Out checklist covering GFE/GFP return, CUI sanitization, credential revocation, and successor contractor training.
- `incumbent_capture_and_retention_plan` (object): Comprehensive incumbent workforce capture, EO 14055 / SCA right-of-first-refusal compliance, DD-254/DISS clearance crossover timeline, and outreach script.
- `knowledge_transfer_and_shadowing_schedule` (array): Functional knowledge transfer tracks with side-by-side shadowing durations, artifact handover checklists, and COR Operational Readiness Review (ORR) gates.
- `ready_to_submit_transition_volume` (string): Complete, paste-ready Shipley Phase-In / Phase-Out Transition Plan proposal volume narrative in Markdown.
- `status` (string): Execution status ('success').
- `transition_risk_readiness_score` (integer): 0-100 score quantifying Day-1 operational continuity, incumbent capture probability, and FAR 52.237-3 compliance readiness.
- `wbs_30_60_90_day_milestones` (array): Chronological Work Breakdown Structure (WBS) transition milestones across Days 1-30, Days 31-60, Days 61-90 (and Phase-Out) with activities, deliverables, exit criteria, and risk mitigations.

### `audit_dcaa_accounting_sf1408` (~564 tokens)

Audit DCAA Pre-Award Accounting System (SF 1408) & Indirect Rate Pools

Audit a contractor's chart of accounts, indirect cost pool structure (Fringe, Overhead, G&A, B&P/IR&D), timekeeping procedures, labor distribution policy, and general ledger setup against the 18-point DCAA Standard Form 1408 (SF 1408) Pre-Award Accounting System Checklist, FAR 16.301-3, FAR Subpart 31.2, and DFARS 252.242-7006, returning an SF 1408 executive readiness overview, a line-by-line SF 1408 checklist audit, an indirect rate pool and allocation base analysis, a FAR 31.205 unallowable cost segregation assessment (with FAR 52.242-3 penalty risk), labor timekeeping and DCAA floor-check controls, and a pre-award survey remediation roadmap. This is a read-only, stateless, non-destructive GovCon accounting and compliance audit call (requires X-RapidAPI-Key; `chart_of_accounts_and_pools_text` accepts 20 to 45,000 characters, while `target_contract_type_and_solicitation` and `accounting_software_and_erp_stack` calibrate audit criteria across CPFF, CPIF, CPAF, T&M, and FFP contracts on Deltek Costpoint, Unanet, QuickBooks + GovCon timekeeping, or NetSuite). Use this tool when preparing for a DCAA SF 1408 Pre-Award Accounting System Survey, validating Fringe/Overhead/G&A pool-to-base causal/beneficial relationships, or segregating FAR 31.205 unallowable costs; use `generate_igce_price_to_win` instead to model proposal CLIN wrap-rate pricing and Price-to-Win sensitivity, or `extract_pricing_schedule` to parse Section B CLIN tables.

Input parameters:

- `accounting_software_and_erp_stack` (string): Current accounting ERP & timekeeping stack (e.g., Deltek Costpoint, Unanet GovCon, QuickBooks + ICAT/BigTime, NetSuite; defaults to 'QuickBooks_Online_With_GovCon_Timekeeping').
- `chart_of_accounts_and_pools_text` (string, required): Contractor's chart of accounts, indirect cost pool structure (Fringe, Overhead, G&A, B&P/IR&D), timekeeping procedures, labor distribution policy, and general ledger setup (20 to 45,000 characters).
- `target_contract_type_and_solicitation` (string): Target contract type (CPFF, CPIF, CPAF, T&M, FFP) and solicitation SF 1408 / FAR 16.301-3 adequacy requirements (defaults to 'Cost_Plus_Fixed_Fee_CPFF_And_T_And_M').

Output parameters:

- `far_31_205_unallowable_cost_segregation` (object): Audit of FAR 31.205 expressly unallowable cost account segregation and FAR 52.242-3 penalty protection controls.
- `indirect_rate_pool_and_base_analysis` (array): Indirect cost pool (Fringe, Overhead, G&A, B&P/IR&D) and allocation base audit under FAR 31.201-4 and CAS 418/410.
- `labor_timekeeping_and_floor_check_controls` (object): Evaluation of daily labor timekeeping, supervisor approvals, Total Time Accounting (TTA), and DCAA floor-check readiness.
- `pre_award_survey_remediation_roadmap` (array): Ordered pre-audit action items and artifact checklist to pass the DCAA SF 1408 Pre-Award Accounting System Survey.
- `sf1408_18_point_checklist` (array): Line-by-line audit of Standard Form 1408 Section II accounting system adequacy criteria with findings and remediation steps.
- `sf1408_executive_overview` (object): Executive DCAA SF 1408 readiness verdict, compliance score (0-100), cost-reimbursable award eligibility, and summary.
- `status` (string): Execution status ('success').

### `generate_ota_white_paper` (~571 tokens)

Generate DoD Other Transaction Authority (OTA / 10 U.S.C. 4022) Prototype White Paper & Milestone Schedule

Convert commercial dual-use technology specifications and DoD Problem Statements / Commercial Solutions Openings (CSOs) / Request for Prototype Proposals (RPPs) across DIU, C5ISR/CECOM, SOSSEC, SpEC, MTEC, NSTXL, and AFWERX into a 10 U.S.C. 4022 statutory eligibility assessment, evaluator-ready OTA Prototype White Paper sections, an outcome-based Fixed-Price Payable Milestone Schedule & Rough Order of Magnitude (ROM), a Phase 3 Sole-Source Follow-On Production Strategy under 10 U.S.C. 4022(f), an OTA Intellectual Property & Data Rights posture (FAR/DFARS/Bayh-Dole exempt), and consortium pitch deck talking points. This is a read-only, stateless, non-destructive capture and prototype proposal generator (requires X-RapidAPI-Key; `commercial_solution_and_problem_topic_text` accepts 20 to 45,000 characters, while `target_ota_consortium_and_pathway` and `nontraditional_contractor_and_cost_share_status` calibrate consortium formatting and 10 U.S.C. 4022(d)(1) Nontraditional Defense Contractor [NDC], Small Business, or 1/3 cost-share rules). Use this tool when drafting a DoD 10 U.S.C. 4022 Other Transaction Authority (OTA) Prototype White Paper, DIU Commercial Solutions Opening (CSO) solution brief, or Fixed-Price Payable Milestone Schedule; use `generate_sbir_sttr_commercialization` instead for 15 U.S.C. 638 SBIR/STTR Phase I-III proposals, or `generate_rfp_response` for traditional FAR Part 15 technical proposal volumes.

Input parameters:

- `commercial_solution_and_problem_topic_text` (string, required): DoD Problem Statement / CSO / RPP topic description (DIU, C5ISR/CECOM, SOSSEC, SpEC, MTEC, NSTXL) and vendor's dual-use commercial technology, TRL, and architecture (20 to 45,000 characters).
- `nontraditional_contractor_and_cost_share_status` (string): 10 U.S.C. 4022 statutory eligibility posture: Nontraditional Defense Contractor (NDC), Small Business, or Traditional Defense Contractor with NDC sub / 1/3 cost-share (defaults to 'Nontraditional_Def…
- `target_ota_consortium_and_pathway` (string): Target OTA pathway or consortium (e.g., DIU Commercial Solutions Opening [CSO], SOSSEC, SpEC Space Enterprise Consortium, C5ISR, NSTXL, AFWERX; defaults to 'DIU_Commercial_Solutions_Opening_CSO').

Output parameters:

- `consortium_pitch_deck_talking_points` (array): High-impact talking points for the Phase 2 DIU / Consortium oral pitch and live technical demonstration.
- `dual_use_and_follow_on_production_strategy` (object): TRL advancement roadmap, commercial dual-use viability, and 10 U.S.C. 4022(f) non-competitive follow-on production transition strategy.
- `executive_white_paper_sections` (array): Evaluator-ready OTA Prototype White Paper / Solution Brief sections tailored to DIU CSO and DoD Consortium scoring criteria.
- `intellectual_property_and_data_rights_posture` (object): OTA Intellectual Property and Data Rights negotiation posture leveraging FAR/DFARS/Bayh-Dole exemptions.
- `ota_statutory_eligibility_assessment` (object): 10 U.S.C. 4022 statutory eligibility assessment covering NDC/Small Business status, cost-share exemption, and 10 U.S.C. 4022(f) sole-source production eligibility.
- `payable_milestone_schedule_and_rom` (array): Outcome-based Fixed-Price Payable Milestone Schedule and Rough Order of Magnitude (ROM) pricing table.
- `status` (string): Execution status ('success').

### `audit_foci_dd254_clearance` (~555 tokens)

Audit DCSA Facility Clearance (FCL), DD Form 254 & FOCI Mitigation

Audit DD Form 254 Contract Security Classification Specifications (Blocks 10, 11, 13), Standard Form 328 (SF 328 — Certificate Pertaining to Foreign Interests), and corporate cap-table / foreign investor structures against 32 CFR Part 117 (NISPOM) and Defense Counterintelligence and Security Agency (DCSA) Facility Clearance (FCL) and Foreign Ownership, Control, or Influence (FOCI) mitigation standards, returning an FCL & FOCI executive overview, a DD Form 254 Block 10/11 safeguarding matrix (COMSEC, SCI, SIPRNet, CUI), an SF 328 foreign interest factor audit, a DCSA FOCI mitigation agreement blueprint (Board Resolution, SCA, SSA with NID, or Proxy/Voting Trust with ECP and TCP controls), and a Key Management Personnel (KMP) Exclusion Resolution & NISP eMASS checklist. This is a read-only, stateless, non-destructive industrial security audit call (requires X-RapidAPI-Key; `dd254_and_ownership_cap_table_text` accepts 20 to 45,000 characters, while `target_facility_clearance_level` and `foreign_ownership_and_board_context` calibrate DCSA FCL safeguarding and 32 CFR 117.11 FOCI mitigation instruments). Use this tool when auditing DD Form 254 classified safeguarding requirements, SF 328 foreign ownership/LP triggers, or DCSA FCL / FOCI mitigation agreements; use `generate_ato_rmf_package` instead for DoD RMF / Continuous ATO (cATO) NIST 800-53 System Security Plans, or `match_key_personnel` for individual candidate security clearance and LCAT resume verification.

Input parameters:

- `dd254_and_ownership_cap_table_text` (string, required): DD Form 254 Contract Security Classification Specification text (Blocks 10, 11, 13), SF 328 Certificate Pertaining to Foreign Interests entries, and corporate cap-table / foreign investor ownership s…
- `foreign_ownership_and_board_context` (string): Summary of foreign equity voting/ownership percentages, foreign board seats, foreign debt, or foreign technology licensing ties under 32 CFR Part 117 (NISPOM; defaults to 'Minority_Foreign_LP_Or_Boar…
- `target_facility_clearance_level` (string): Required Facility Clearance (FCL) and safeguarding posture (e.g., Confidential, Secret, Top Secret, TS/SCI, COMSEC, SIPRNet, JWICS; defaults to 'Top_Secret_FCL_With_SCI_And_SIPRNet').

Output parameters:

- `dcsa_foci_mitigation_agreement_blueprint` (object): Structured DCSA FOCI mitigation blueprint (Board Resolution, SCA, SSA, or Proxy/Voting Trust) with Outside Director, ECP, and TCP controls.
- `dd254_block10_and_11_safeguarding_matrix` (array): Block-by-block audit of DD Form 254 Block 10, 11, and 13 classified access, safeguarding, COMSEC, SCI, and SIPRNet mandates under 32 CFR Part 117.
- `fcl_and_foci_executive_overview` (object): High-level DCSA Facility Clearance (FCL) eligibility verdict, FOCI severity tier, and recommended mitigation instrument.
- `kmp_exclusion_resolution_and_nisp_emass_checklist` (array): Step-by-step Key Management Personnel (KMP) List, Board Exclusion Resolution, DISS, and NISP eMASS submission checklist.
- `sf328_foreign_interest_factor_audit` (array): Evaluation of Standard Form 328 (Certificate Pertaining to Foreign Interests) triggers across foreign equity, LP feeders, board seats, debt, and revenue.
- `status` (string): Execution status ('success').

### `generate_small_business_participation` (~546 tokens)

Generate FAR 52.219-9 Small Business Subcontracting Plan & eSRS Goals

Calculate Small Business subcontracting dollar and percentage goals across SB, SDB/8(a), WOSB, SDVOSB, and HUBZone categories (under both % of Total Subcontracted Dollars and % of Total Contract Value baselines), draft all 15 mandatory elements of a FAR 52.219-9 Small Business Subcontracting Plan and DFARS 252.219-7003 Small Business Participation Commitment Document (SBPCD), and structure eSRS.gov ISR/SSR reporting and FAR 52.219-16 Liquidated Damages good-faith effort controls. This is a read-only, stateless, non-destructive subcontracting compliance and goal calculator (requires X-RapidAPI-Key; `solicitation_subcontracting_and_clin_text` accepts 20 to 45,000 characters, while `plan_type_and_regulatory_regime` and `agency_socioeconomic_goal_benchmarks` calibrate Individual, Master, or Commercial Subcontracting Plans against DoD or Civilian SBA statutory targets). Use this tool when preparing a Large Business Prime FAR 52.219-9 Small Business Subcontracting Plan, DFARS 252.219-7003 Small Business Participation Volume, or eSRS ISR/SSR goal calculation; use `generate_teaming_strategy` instead when a Small Business Prime needs a 13 CFR 125.6 (50% Rule) Limitations on Subcontracting workshare split, or `generate_sources_sought_response` for pre-RFP Rule-of-Two set-aside shaping.

Input parameters:

- `agency_socioeconomic_goal_benchmarks` (string): Agency statutory or RFP-mandated small business subcontracting goal percentages across SB, SDB/8(a), WOSB, SDVOSB, and HUBZone (defaults to 'DoD_23Pct_SB_5Pct_SDB_5Pct_WOSB_5Pct_SDVOSB_3Pct_HUBZone').
- `plan_type_and_regulatory_regime` (string): Subcontracting Plan structure: Individual Plan, Master Plan + Individual Goals, or Commercial Subcontracting Plan under FAR 52.219-9 / DFARS 252.219-7003 (defaults to 'Individual_Subcontracting_Plan_…
- `solicitation_subcontracting_and_clin_text` (string, required): Total contract ceiling, Base + Option period breakdown, total planned subcontracted dollars, RFP Section L/M Small Business Participation factor targets, and named subcontractor commitments (20 to 45…

Output parameters:

- `dfars_small_business_participation_commitment_summary` (array): Actionable checklist for DFARS 252.219-7003 Small Business Participation Commitment Document (SBPCD) enforceability and bilateral teaming agreements.
- `esrs_isr_ssr_reporting_and_good_faith_effort_controls` (object): eSRS.gov ISR/SSR reporting calendar, FAR 52.219-16 Liquidated Damages good-faith effort controls, and outreach procedures.
- `far_52_219_9_15_element_compliance_narratives` (array): Drafted compliance narratives covering the 15 mandatory elements of FAR 52.219-9(d).
- `socioeconomic_category_goal_table` (array): Socioeconomic subcontracting goal breakdown across SB, SDB/8(a), WOSB, SDVOSB, and HUBZone showing both % of subcontracted spend and % of total contract value.
- `status` (string): Execution status ('success').
- `subcontracting_plan_overview` (object): Executive summary and dual-baseline financial breakdown of total contract value vs. total subcontracted spend.

### `generate_data_rights_assertion_table` (~567 tokens)

Generate DFARS 252.227-7017 & FAR 52.227-14 IP & Data Rights Assertion Table

Audit software components, AI/ML models and weights, firmware, technical data packages, and CDRL deliverables by development funding history (100% private expense, SBIR/STTR, mixed funding, or government-funded) to generate a 4-column DFARS 252.227-7017 Data Rights Assertion Table, verbatim DFARS 252.227-7013/7014/7018 and FAR 52.227-14 restrictive marking legends, a 10 U.S.C. 4401 Modular Open Systems Approach (MOSA) boundary and DFARS 252.227-7027 deferred-ordering protection plan, and a pre-award IP negotiation checklist. This is a read-only, stateless, non-destructive Government Contracts IP compliance generator (requires X-RapidAPI-Key; `software_modules_and_cdrl_deliverables_text` accepts 20 to 45,000 characters, while `governing_acquisition_regime` and `modular_open_systems_approach_mosa_context` calibrate DoD DFARS vs. Civilian FAR data rights rules and 10 U.S.C. 4401 open interface boundaries). Use this tool when building a proposal's DFARS 252.227-7017 / FAR 52.227-14 Data Rights Assertion Table, verbatim restrictive legends, or MOSA IP segregation plan; use `generate_sbir_sttr_commercialization` instead for full SBIR/STTR Phase I-III work plans, or `scan_far_dfars_clauses` for general Section I FAR/DFARS clause scanning.

Input parameters:

- `governing_acquisition_regime` (string): Applicable IP clause framework: DoD DFARS 252.227-7013/7014/7015/7017/7018 (SBIR) or Civilian FAR 52.227-14 / 52.227-19 (defaults to 'DoD_DFARS_252_227_7013_7014_7015_7017_And_7018').
- `modular_open_systems_approach_mosa_context` (string): 10 U.S.C. 4401 Modular Open Systems Approach (MOSA) interface strategy separating open APIs/form-fit-function data from proprietary source code and model weights (defaults to 'MOSA_Open_API_Boundary_…
- `software_modules_and_cdrl_deliverables_text` (string, required): Inventory of software components, AI/ML models, weights, firmware, technical data packages, and CDRL deliverables with their development funding history (100% private expense, mixed funding, SBIR/STT…

Output parameters:

- `dfars_252_227_7017_assertion_table` (array): Complete 4-column DFARS 252.227-7017 Identification and Assertion of Use, Release, or Disclosure Restrictions table.
- `ip_strategy_executive_overview` (object): Executive summary of the data rights assertion posture, background IP protection, and MOSA alignment.
- `mosa_and_deferred_ordering_protection_plan` (object): 10 U.S.C. § 4401 MOSA interface boundary plan, black-box encapsulation strategy, and DFARS 252.227-7027/7037 audit defense.
- `pre_award_ip_negotiation_checklist` (array): Pre-award checklist for submitting the signed DFARS 252.227-7017 attachment with the proposal and negotiating Specially Negotiated License Rights.
- `restrictive_marking_and_legend_templates` (array): Verbatim DFARS/FAR restrictive legends and placement instructions for source code, binaries, and technical data deliverables.
- `status` (string): Execution status ('success').

### `generate_capture_black_hat_review` (~478 tokens)

Generate GovCon Black-Hat Competitive Review & Ethical Ghosting Statements

Conduct a Shipley Black-Hat competitive intelligence simulation on a target solicitation and incumbent contractor, returning a Black-Hat executive assessment with unseating probability (0-100%), simulated competitor Black-Hat profiles (predicted bid strategy, pricing/wrap-rate posture, exploitable vulnerabilities, and counter-strategies), paste-ready Shipley ethical ghosting statements mapped to RFP Section L/M evaluation factors, an incumbent recompete vulnerability matrix (transition risk neutralizer, technical debt exposure, PTW wrap-rate wedge, and Contracting Officer shaping questions), and Red Team evaluator scoring triggers. This is a read-only, stateless, non-destructive capture intelligence generator (requires X-RapidAPI-Key; `solicitation_and_incumbent_context_text` accepts 20 to 45,000 characters, while `bidder_discriminators_and_proof_points` and `evaluation_type_and_posture` tailor ghosting prose across Best-Value Tradeoff and LPTA competitions). Use this tool when running a pre-RFP or pre-proposal Black-Hat competitive review to expose incumbent weaknesses and draft Shipley ethical ghosting language; use `match_capability_statement` instead for an initial Gate-1 Bid/No-Bid Pwin score, or `generate_igce_price_to_win` for quantitative LCAT and wrap-rate sensitivity modeling.

Input parameters:

- `bidder_discriminators_and_proof_points` (string): Bidder's technical discriminators, proprietary accelerators, past performance metrics, socio-economic status, and wrap-rate / PTW advantages (defaults to 'Cleared_Automation_First_Team_With_Zero_Trus…
- `evaluation_type_and_posture` (string): Capture posture and source selection method (e.g., Challenger Unseating Incumbent under Best-Value Tradeoff, Incumbent Defending Recompete, or LPTA; defaults to 'Challenger_Unseating_Incumbent_Best_V…
- `solicitation_and_incumbent_context_text` (string, required): Target RFP scope, Section M evaluation weights, incumbent contractor name/PIID, historical award ceiling, known incumbent pain points (SLA misses, turnover, legacy tech debt), and likely competitor b…

Output parameters:

- `black_hat_executive_assessment` (object): High-level Black-Hat competitive intelligence summary, unseating probability, and primary win strategy.
- `competitor_black_hat_profiles` (array): Simulated Black-Hat profiles for the incumbent and top challenger archetypes with exploitable vulnerabilities and counter-strategies.
- `incumbent_recompete_vulnerability_matrix` (object): Tactical playbook neutralizing incumbent transition advantages, exposing technical debt, and shaping Q&A amendments.
- `red_team_evaluator_scoring_triggers` (array): Concrete proof points and callout boxes designed to earn formal SSEB 'Significant Strengths' under FAR 15.305.
- `shipley_ethical_ghosting_statements` (array): Paste-ready Shipley ethical ghosting statements mapped to RFP Section L/M evaluation factors.
- `status` (string): Execution status ('success').

### `generate_post_award_cpar_rebuttal` (~515 tokens)

Generate FAR 42.1503 CPARS Self-Assessment & 14-Day Reviewing Official Rebuttal

Transform contract performance metrics (SLA attainment, CDRL on-time delivery, cost variance, key personnel stability, small business utilization) and Assessing Official (AO) draft CPAR narratives into a FAR 42.1503 Table 42-1 justified CPARS Self-Assessment Package, factor-by-factor rating upgrade narratives (Quality, Schedule, Cost Control, Management, Small Business), a formal 14-Calendar-Day Reviewing Official (RO) Rebuttal Brief correcting factual omissions and excusable Government GFE delays, and a COR Evidence Binder checklist. This is a read-only, stateless, non-destructive post-award past-performance generator (requires X-RapidAPI-Key; `contract_metrics_and_assessing_official_text` accepts 20 to 45,000 characters, while `cpar_submission_mode` and `target_far_42_1503_rating_goal` calibrate proactive annual self-assessments vs. 14-day non-concurrence rebuttals under FAR 42.1503(d)). Use this tool when preparing an annual CPARS Self-Assessment for the COR/Assessing Official or rebutting an unfavorable draft CPAR within the statutory 14-calendar-day window; use `generate_cpars_past_performance` instead when formatting already-completed historical contracts into a Proposal Volume III Past Performance submission, or `analyze_debriefing_bid_protest` for FAR 15.506 post-award debriefings and GAO bid protests.

Input parameters:

- `contract_metrics_and_assessing_official_text` (string, required): Contract performance metrics (SLA attainment, CDRL on-time delivery, cost variance, key personnel fill rate, small business goals) and, if rebutting a draft CPAR, the Assessing Official's draft ratin…
- `cpar_submission_mode` (string): Submission mode under FAR 42.1503: Proactive Annual Self-Assessment Package, 14-Calendar-Day Draft CPAR Rebuttal to Reviewing Official, or Both (defaults to 'Proactive_Annual_CPARS_Self_Assessment_An…
- `target_far_42_1503_rating_goal` (string): Target FAR 42.1503 Table 42-1 rating outcome across Quality, Schedule, Cost Control, Management, Small Business, and Regulatory Compliance (defaults to 'Upgrade_To_Exceptional_And_Very_Good_With_Posi…

Output parameters:

- `cor_evidence_binder_checklist` (array): Checklist of objective artifacts (CDRL acceptance receipts, monthly IPR slides, WAWF vouchers, eSRS confirmations, COR emails) to attach to the CPARS submission.
- `cpar_evaluation_overview` (object): High-level FAR 42.1503 CPARS assessment, 14-day deadline rule, and rating upgrade feasibility.
- `far_42_1503_factor_by_factor_narratives` (array): Factor-by-factor CPARS narratives mapped to FAR 42.1503 Table 42-1 across Quality, Schedule, Cost Control, Management, and Small Business.
- `fourteen_day_reviewing_official_rebuttal_brief` (object): Formal 14-Calendar-Day Reviewing Official rebuttal brief correcting factual errors and excusable Government delays.
- `status` (string): Execution status ('success').

### `generate_rea_equitable_adjustment` (~647 tokens)

Generate FAR Part 43 REA, Constructive Change & Eichleay CDA Claim Package

Analyze post-award scope creep, out-of-scope COR technical directions, Government-Furnished Equipment/Information (GFE/GFI) or ATO delays, and stop-work orders under FAR 52.243-1/2/3/4, FAR 52.242-14/15/17, and the Contract Disputes Act (41 U.S.C. 7101) to generate a Request for Equitable Adjustment (REA) or Certified CDA Claim package containing a 5-element constructive change proof, a DCAA-auditable Quantum Cost Schedule (direct labor, indirect burden, Eichleay unabsorbed home office overhead, FAR 31.205-33 allowable REA preparation costs, and DFARS 215.404-71 weighted guidelines profit), an Eichleay 3-step standby overhead and CPM schedule extension analysis, and verbatim DFARS 252.243-7002 and CDA 41 U.S.C. 7103 certifications. This is a read-only, stateless, non-destructive post-award contract claims and quantum analysis generator (requires X-RapidAPI-Key; `contract_change_and_delay_facts` accepts 20 to 45,000 characters, while `remedy_clause_and_submission_type` and `quantum_pricing_methodology` calibrate non-adversarial FAR Part 43 REAs vs. interest-bearing CDA claims). Use this tool when quantifying post-award constructive changes, Government delays, or Eichleay standby overhead for a Contracting Officer REA or CDA claim; use `analyze_debriefing_bid_protest` instead for pre-award or post-award GAO/COFC bid protests under FAR 15.506, or `generate_post_award_cpar_rebuttal` for FAR 42.1503 CPARS rating rebuttals.

Input parameters:

- `contract_change_and_delay_facts` (string, required): Chronology of out-of-scope COR/CO technical directions, Government-furnished equipment/information (GFE/GFI) or ATO delays, stop-work orders, standby labor costs, and company overhead figures (20 to…
- `quantum_pricing_methodology` (string): Quantum pricing method (Segregated Actual Costs, Modified Total Cost, Jury Verdict Method, Eichleay Unabsorbed Home Office Overhead, and FAR 31.205-33 REA Preparation Cost recovery; defaults to 'Segr…
- `remedy_clause_and_submission_type` (string): Target remedy clause and submission posture (e.g., Non-Adversarial FAR Part 43 REA under FAR 52.243-1/2/3/4 & DFARS 252.243-7002 vs. Certified CDA Claim under 41 U.S.C. 7103; defaults to 'FAR_52_243_…

Output parameters:

- `eichleay_and_delay_schedule_analysis` (object): Eichleay 3-step unabsorbed home office overhead calculation and Critical Path Method (CPM) schedule extension justification.
- `rea_entitlement_executive_overview` (object): High-level REA vs. CDA legal posture, 5-element constructive change proof, and total recommended adjustment.
- `rea_quantum_cost_schedule` (array): DCAA-auditable Quantum Cost Breakdown across direct labor, indirect pools, Eichleay standby overhead, REA preparation costs (FAR 31.205-33), and weighted guidelines profit.
- `status` (string): Execution status ('success').
- `statutory_certification_and_notice_block` (object): Verbatim DFARS 252.243-7002 REA and CDA 41 U.S.C. 7103 certifications, timely notice defense, and SF-30 reservation-of-rights language.

### `generate_mentor_protege_jv_agreement` (~641 tokens)

Generate SBA Mentor-Protégé (13 CFR 125.9) & Joint Venture Operating Agreement

Audit and generate SBA All-Small Mentor-Protégé Program Agreements (13 CFR 125.9) and unpopulated Joint Venture Operating Agreements (13 CFR 125.8, 121.103(h), 124.513 8(a), 126.616 HUBZone, 127.506 WOSB, 128.402 SDVOSB), returning an SBA affiliation safe-harbor overview, all mandatory 13 CFR 125.8(b)(2) Operating Agreement clauses (Protégé Managing Venturer & Responsible Manager controls neutralizing OHA negative-control protests, >= 40% substantive Protégé workshare, commensurate profit distribution, dual-signature JV bank account, and equipment/labor schedules), a quantitative 40% Protégé workshare and FAR 52.219-14 audit, and a 6-year SBA MPP Developmental Plan blueprint. This is a read-only, stateless, non-destructive GovCon corporate structuring and SBA compliance generator (requires X-RapidAPI-Key; `mentor_and_protege_profile_text` accepts 20 to 45,000 characters, while `target_set_aside_and_jv_type` and `agreement_deliverable_scope` calibrate SBA socio-economic JV rules and developmental assistance plans). Use this tool when drafting or auditing an SBA 13 CFR 125.8 Joint Venture Operating Agreement or 13 CFR 125.9 Mentor-Protégé Developmental Plan to survive OHA size/status protests; use `generate_teaming_strategy` instead for standard FAR Subpart 9.6 Prime/Subcontractor Teaming Agreements, or `generate_small_business_participation` for Large Business Prime FAR 52.219-9 Subcontracting Plans.

Input parameters:

- `agreement_deliverable_scope` (string): Deliverable scope: 13 CFR 125.8(b)(2) Joint Venture Operating Agreement + Solicitation Addendum Clauses, 13 CFR 125.9 SBA Mentor-Protégé Developmental Plan, and OHA Size/Status Protest Pre-Audit (def…
- `mentor_and_protege_profile_text` (string, required): Profiles of the Protégé (Managing Venturer) and Mentor (Partner Venturer), socioeconomic certifications (Small, 8(a), SDVOSB, WOSB, HUBZone), target solicitation details, and proposed workshare split…
- `target_set_aside_and_jv_type` (string): Target socioeconomic set-aside and SBA JV regulation (13 CFR 125.8 Small Business, 128.402 SDVOSB, 124.513 8(a), 127.506 WOSB, or 126.616 HUBZone; defaults to 'Unpopulated_SDVOSB_And_All_Small_MPP_Jo…

Output parameters:

- `forty_percent_workshare_and_limitations_audit` (object): Quantitative audit of FAR 52.219-14 Limitations on Subcontracting and the mandatory >= 40% Protégé workshare rule.
- `mentor_protege_and_jv_overview` (object): Executive overview of SBA regulatory compliance, unpopulated LLC structure, affiliation safe harbor, and 2-year rule.
- `sba_mpp_developmental_plan_blueprint` (object): SBA All-Small Mentor-Protégé Program (13 CFR 125.9) developmental assistance blueprint and term compliance check.
- `status` (string): Execution status ('success').
- `thirteen_cfr_125_8_mandatory_clauses` (array): Complete set of 13 CFR 125.8(b)(2) mandatory Joint Venture Operating Agreement clauses neutralizing OHA protest traps.

### `audit_service_contract_act_wage` (~549 tokens)

Map RFP LCATs to DOL SCA Wage Determinations & Audit Fringe / FAR 52.222-43 Compliance

Map solicitation labor categories (LCATs) to Department of Labor (DOL) SAM.gov Service Contract Act (SCA / FAR 52.222-41) Directory of Occupations 5-digit codes and Davis-Bacon Act classifications, audit FLSA 29 CFR Part 541 exempt vs. non-exempt status, compute mandatory Health & Welfare (H&W) fringe obligations (Standard vs. EO 13706 Paid Sick Leave), Vacation (including EO 14055 predecessor seniority credit), and 11 Federal Holidays hourly loads, and generate an SF 1444 conformance and FAR 52.222-43 Option Year price adjustment compliance narrative. This is a read-only, stateless, non-destructive labor compliance and pricing audit call (requires X-RapidAPI-Key; `rfp_labor_categories_and_locality_text` accepts 20 to 45,000 characters, while `wage_determination_and_fringe_mode` and `audit_objective` calibrate H&W rates, holiday counts, and FAR 52.222-43 zero-escalation rules). Use this tool when mapping RFP labor categories to DOL SCA Wage Determinations, calculating H&W and vacation fringe floors, or preparing SF 1444 conformance requests; use `generate_igce_price_to_win` instead for full multi-year CLIN wrap-rate and Price-to-Win modeling, or `match_key_personnel` to evaluate candidate resumes against LCAT education/experience requirements.

Input parameters:

- `audit_objective` (string): Audit objective: DOL 5-digit Occupation Code mapping, FLSA 29 CFR 541 exemption check, H&W/Vacation/Holiday build-up, SF 1444 conformance check, and FAR 52.222-43 price adjustment baseline (defaults…
- `rfp_labor_categories_and_locality_text` (string, required): Solicitation labor categories (LCATs), job duties, proposed base hourly rates, place of performance county/MSA, and applicable DOL Wage Determination or CBA details (20 to 45,000 characters).
- `wage_determination_and_fringe_mode` (string): Wage determination and fringe calculation mode (Standard H&W vs. EO 13706 Paid Sick Leave H&W, 11 Federal Holidays including Juneteenth, and predecessor seniority vacation accrual; defaults to 'SAM_D…

Output parameters:

- `cost_volume_boe_sca_narrative_template` (string): Paste-ready Cost Volume Narrative warranting SCA compliance, zero Option Year SCA escalation contingency per FAR 52.222-43, and bona fide fringe benefit plan administration.
- `far_52_222_43_price_adjustment_and_sf1444_plan` (object): FAR 52.222-43 Option Year price adjustment protection rules, SF 1444 conformance playbook, and incumbent seniority vacation audit.
- `sca_labor_category_mappings` (array): LCAT-by-LCAT mapping to DOL SCA Directory of Occupations codes, FLSA exemption audit, and total minimum hourly cost floor.
- `sca_wage_compliance_overview` (object): High-level SCA/DBA statutory compliance overview, locality Wage Determination profile, and H&W fringe rate.
- `status` (string): Execution status ('success').

### `generate_evms_ipmdr_variance_analysis` (~532 tokens)

Calculate EVMS Metrics (CPI, SPI, TCPI, IEAC) & Generate IPMDR Format 5 Narratives

Calculate Earned Value Management System (EVMS) performance indices (CV, CV%, SV, SV%, CPI, SPI, TCPI_BAC, VAC, and 3-method Independent Estimate at Completion [IEAC]) across Work Breakdown Structure (WBS) Control Accounts under DFARS 252.234-7001/7002, FAR 52.234-4, and NDIA EIA-748-D (32 Guidelines), and generate ready-to-submit DI-MGMT-81861C IPMDR Format 5 Root-Cause Variance Analysis (isolating Rate vs. Usage and Schedule drivers), Critical Path impact assessments, and Control Account Manager (CAM) Corrective Action Plans with Estimated Completion Dates (ECDs). This is a read-only, stateless, non-destructive earned-value calculation and CDRL narrative generator (requires X-RapidAPI-Key; `wbs_control_account_metrics_text` accepts 20 to 45,000 characters, while `variance_reporting_thresholds` and `evms_reporting_standard` calibrate CDRL breach flags and EIA-748 Management Reserve / baseline integrity audits). Use this tool when computing WBS Control Account CPI/SPI/TCPI/IEAC metrics and drafting monthly IPMR/IPMDR Format 5 Variance Analysis CDRL narratives; use `audit_dcaa_accounting_sf1408` instead for pre-award DCAA SF 1408 accounting system adequacy, or `generate_quality_assurance_qasp` for FAR 37.6 QASP and SLA surveillance matrices.

Input parameters:

- `evms_reporting_standard` (string): Target EVMS reporting DID and standard (DI-MGMT-81861C IPMDR Format 5, DFARS 252.234-7002, and EIA-748-D 32 Guidelines; defaults to 'DI_MGMT_81861C_IPMDR_Format_5_And_EIA_748_D_32_Guidelines').
- `variance_reporting_thresholds` (string): Contract CDRL variance reporting thresholds (e.g., +/- 10% and +/- $50,000 current period or cumulative CV/SV; defaults to 'Plus_Minus_10_Percent_And_50000_USD_Cumulative_Format_5').
- `wbs_control_account_metrics_text` (string, required): WBS Control Account metrics (BCWS/PV, BCWP/EV, ACWP/AC, BAC), technical/schedule/rate variance drivers, Management Reserve (MR) balance, and contract reporting thresholds (20 to 45,000 characters).

Output parameters:

- `control_account_format_5_narratives` (array): Ready-to-submit IPMDR Format 5 Variance Analysis narratives with Root Cause, Impact, and CAM Corrective Action Plans for each WBS Control Account.
- `evms_executive_program_summary` (object): Program-level EVMS rollup, CPI/SPI/TCPI realism check, and EIA-748 compliance overview.
- `ieac_and_baseline_integrity_audit` (object): 3-method Independent Estimate at Completion (IEAC) comparison, Management Reserve audit, and EIA-748 baseline integrity controls.
- `status` (string): Execution status ('success').

### `generate_cost_accounting_cas_ds2` (~549 tokens)

Audit CAS Coverage (Modified vs. Full CAS) & Draft CASB Form DS-1 Disclosure Sections

Determine Cost Accounting Standards (CAS / 48 CFR Chapter 99) exemptions vs. Modified CAS ($2M trigger contract / < $50M net CAS-covered awards) vs. Full CAS (>= $50M net CAS-covered awards or single award >= $50M) under FAR 52.230-1 through 52.230-6, audit contractor cost accounting practices against CAS 401, CAS 402, CAS 405, CAS 406, CAS 410 (Total Cost Input vs. Value-Added G&A base), and CAS 418, and generate paste-ready CASB Form DS-1 Disclosure Statement Continuation Sheet narratives across Parts I, II, III, IV, and VII plus FAR 52.230-6 General Dollar Magnitude (GDM) cost-impact governance rules. This is a read-only, stateless, non-destructive GovCon cost accounting compliance and disclosure generator (requires X-RapidAPI-Key; `contractor_accounting_and_awards_profile` accepts 20 to 45,000 characters, while `target_cas_coverage_and_ds_form` and `g_and_a_allocation_base_preference` calibrate Modified vs. Full CAS audits and CAS 410 G&A base distortion checks). Use this tool when determining FAR Part 30 CAS coverage tiers, auditing CAS 401-420 compliance, or drafting a CASB Form DS-1 Disclosure Statement; use `audit_dcaa_accounting_sf1408` instead for pre-award Standard Form 1408 accounting system surveys, or `generate_igce_price_to_win` for proposal LCAT wrap-rate pricing.

Input parameters:

- `contractor_accounting_and_awards_profile` (string, required): Contractor business size status, prior/current year net CAS-covered awards, contract types, direct vs. indirect charging rules, Fringe/Overhead/G&A pool structures, and pass-through subcontract volum…
- `g_and_a_allocation_base_preference` (string): CAS 410 G&A allocation base preference (Total Cost Input [TCI], Value-Added Cost Input excluding direct material/subcontracts, or Single Element Cost Input; defaults to 'Evaluate_Total_Cost_Input_TCI…
- `target_cas_coverage_and_ds_form` (string): Target CAS coverage evaluation and disclosure form (CAS Exemption Audit, Modified CAS 401/402/405/406, Full CAS 19 Standards, or CASB DS-1 / DS-2 Disclosure Statement preparation; defaults to 'Full_C…

Output parameters:

- `cas_applicability_and_coverage_determination` (object): 48 CFR 9903 CAS exemption vs. Modified CAS vs. Full CAS determination and FAR 52.230 clause mapping.
- `casb_ds1_disclosure_statement_sections` (array): Paste-ready CASB Form DS-1 Disclosure Statement Continuation Sheet narratives across Parts I, II, III, IV, and VII.
- `core_cas_standards_compliance_audit` (array): Audit of CAS 401, CAS 402, CAS 405, CAS 406, CAS 410, and CAS 418 compliance against DCAA CAM Chapter 8.
- `far_52_230_6_cost_impact_and_change_governance` (object): FAR 52.230-6 60-day CFAO advance notice rules and General Dollar Magnitude (GDM) cost-impact governance.
- `status` (string): Execution status ('success').

### `audit_itar_ear_export_control` (~479 tokens)

ITAR (22 CFR 120–130), EAR & Technology Control Plan (TCP) Export Compliance

Classify defense/dual-use technical deliverables against USML Categories (ITAR) and CCL ECCNs (EAR), flags DFARS 252.225-7048 export obligations, and generates a facility Technology Control Plan (TCP). Returns a strictly validated `ItarEarExportResponse` JSON object containing `export_jurisdiction_overview`, `usml_and_eccn_classification_matrix`, `technology_control_plan_tcp_controls`, and `deemed_export_and_ddtc_bis_licensing` grounded in 22 CFR Parts 120–130 (ITAR USML Categories IV & XI), 15 CFR Parts 730–774 (EAR CCL), & DFARS 252.225-7048. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `technical_deliverables_and_rfp_export_text` accepts 15 to 45,000 characters, while `target_export_regime` and `foreign_national_and_oconus_context` calibrate the regulatory regime and threshold assumptions). Use this tool when executing ITAR (22 CFR 120–130), EAR & Technology Control Plan (TCP) Export Compliance workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `foreign_national_and_oconus_context` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'U.S. Persons Only on ITAR USML Technical Data; Evaluate Deemed Export Rule (22 CFR 120.50 / 15 CFR 734.13)').
- `target_export_regime` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'ITAR_22_CFR_120_130_And_EAR_15_CFR_730_774_Dual_Audit').
- `technical_deliverables_and_rfp_export_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for ITAR (22 CFR 120–130), EAR & Technology Control Plan (TCP) Export Compliance (15 to 45,000 charact…

Output parameters:

- `deemed_export_and_ddtc_bis_licensing` (object): Statutory governance protocol and actionable submission verification checklist.
- `export_jurisdiction_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `status` (string): Execution status ('success').
- `technology_control_plan_tcp_controls` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `usml_and_eccn_classification_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.

### `generate_cdrls_did_data_deliverables` (~497 tokens)

DoD CDRL (DD Form 1423) & Data Item Description (DID) Schedule Extractor

Extract all Contract Data Requirements List (CDRL / DD Form 1423) items from DoD RFPs, maps Data Item Descriptions (DIDs), Block 4 authority, submission frequencies, inspection/acceptance codes, and builds a WBS Data Delivery Calendar. Returns a strictly validated `CdrlDd1423Response` JSON object containing `cdrl_schedule_overview`, `dd_form_1423_extracted_items`, `did_tailoring_and_delivery_calendar`, and `piee_wawf_and_block18_pricing_governance` grounded in DFARS Subpart 227.71, DoD 5010.12-M (Procedures for the Acquisition and Management of Technical Data), & ASSIST DID Registry. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `rfp_exhibit_a_cdrl_and_pws_text` accepts 15 to 45,000 characters, while `contract_award_and_pop_start_context` and `dd1423_pricing_group_strategy` calibrate the regulatory regime and threshold assumptions). Use this tool when executing DoD CDRL (DD Form 1423) & Data Item Description (DID) Schedule Extractor workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `contract_award_and_pop_start_context` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'Contract Award / Post-Award Conference (PAC) = Day 0; 12-Month Base Period + 4 Option Years').
- `dd1423_pricing_group_strategy` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Map DD Form 1423 Block 18 Price Groups (Group I, II, III, IV — NSP vs. Separately Priced Data CLIN)').
- `rfp_exhibit_a_cdrl_and_pws_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for DoD CDRL (DD Form 1423) & Data Item Description (DID) Schedule Extractor (15 to 45,000 characters).

Output parameters:

- `cdrl_schedule_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `dd_form_1423_extracted_items` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `did_tailoring_and_delivery_calendar` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `piee_wawf_and_block18_pricing_governance` (object): Statutory governance protocol and actionable submission verification checklist.
- `status` (string): Execution status ('success').

### `generate_justification_ja_sole_source` (~540 tokens)

FAR 6.302 / FAR 8.405-6 Sole-Source Justification & Approval (J&A / LSJ) Drafter

Draft a complete 12-Part FAR 6.303-2 Justification & Approval (J&A), FAR 8.405-6 Limited Sources Justification (LSJ), or FAR 16.505(b)(2) Fair Opportunity Exception package for Contracting Officers. Returns a strictly validated `SoleSourceJaResponse` JSON object containing `statutory_exception_overview`, `far_6_303_2_twelve_part_ja_sections`, `unacceptable_delay_and_duplicative_cost_quantification`, and `sam_gov_posting_and_approval_routing` grounded in FAR 6.302-1 (10 U.S.C. § 3204(a)(1) / 41 U.S.C. § 3304(a)(1)), FAR 6.303-2 (12 Mandatory Content Elements), & FAR 8.405-6 / 16.505(b)(2). This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `sole_source_requirement_and_vendor_uniqueness_text` accepts 15 to 45,000 characters, while `statutory_authority_pathway` and `estimated_dollar_value_and_approval_tier` calibrate the regulatory regime and threshold assumptions). Use this tool when executing FAR 6.302 / FAR 8.405-6 Sole-Source Justification & Approval (J&A / LSJ) Drafter workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `estimated_dollar_value_and_approval_tier` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to '$18.5M Total Estimated Value — Competition Advocate Approval Tier ($750K to $15M / $20M DoD PEO/HCA Threshol…
- `sole_source_requirement_and_vendor_uniqueness_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for FAR 6.302 / FAR 8.405-6 Sole-Source Justification & Approval (J&A / LSJ) Drafter (15 to 45,000 cha…
- `statutory_authority_pathway` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'FAR_6_302_1_Only_One_Responsible_Source_10_USC_3204_a_1').

Output parameters:

- `far_6_303_2_twelve_part_ja_sections` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `sam_gov_posting_and_approval_routing` (object): Statutory governance protocol and actionable submission verification checklist.
- `status` (string): Execution status ('success').
- `statutory_exception_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `unacceptable_delay_and_duplicative_cost_quantification` (array): Paste-ready compliance narratives, control specifications, or submission sections.

### `audit_cyber_incident_dfars_7012` (~534 tokens)

DFARS 252.204-7012 (72-Hour DIBNet) & CIRCIA Cyber Incident Reporting Package

Evaluate CUI/CDI security incidents against DFARS 252.204-7012, CISA CIRCIA, and FedRAMP incident SLAs, generating a structured 72-hour DoD DIBNet ICF report, 90-day forensic media preservation checklist, and subcontractor flow-down notifications. Returns a strictly validated `Dfars7012IncidentResponse` JSON object containing `incident_reporting_determination`, `dibnet_72_hour_icf_report_fields`, `forensic_90_day_preservation_and_sla_clock`, and `dc3_damage_assessment_and_prime_flowdown_notices` grounded in DFARS 252.204-7012(c)–(m) (72-Hour DoD DIBNet Reporting & 90-Day Image Preservation), CISA CIRCIA (6 U.S.C. § 681b), & NIST SP 800-61r2. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `security_incident_telemetry_and_affected_contracts_text` accepts 15 to 45,000 characters, while `regulatory_reporting_regimes` and `assurance_certificate_and_cloud_posture` calibrate the regulatory regime and threshold assumptions). Use this tool when executing DFARS 252.204-7012 (72-Hour DIBNet) & CIRCIA Cyber Incident Reporting Package workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `assurance_certificate_and_cloud_posture` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'DoD ECA Medium Token Assurance Certificate Active; Enclave Hosted on AWS GovCloud (US) FedRAMP High / IL5').
- `regulatory_reporting_regimes` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'DFARS_252_204_7012_72Hr_DIBNet_Plus_CISA_CIRCIA_72Hr_And_FedRAMP_US_CERT').
- `security_incident_telemetry_and_affected_contracts_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for DFARS 252.204-7012 (72-Hour DIBNet) & CIRCIA Cyber Incident Reporting Package (15 to 45,000 charac…

Output parameters:

- `dc3_damage_assessment_and_prime_flowdown_notices` (object): Statutory governance protocol and actionable submission verification checklist.
- `dibnet_72_hour_icf_report_fields` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `forensic_90_day_preservation_and_sla_clock` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `incident_reporting_determination` (object): Executive determination overview, regulatory citations, and readiness score.
- `status` (string): Execution status ('success').

### `generate_doe_national_lab_mando_subcontract` (~546 tokens)

DOE / NNSA National Lab M&O Subcontract & DEAR (48 CFR Ch. 9) Compliance Auditor

Audit DOE/NNSA Management & Operating (M&O) National Laboratory solicitations (Sandia, LANL, ORNL, LLNL) for DEAR 48 CFR 952/970 clauses, Q-Clearance / L-Clearance requirements, Foreign National Unclassified Visits (DOE O 142.3B), and patent waivers. Returns a strictly validated `DoeDearSubcontractResponse` JSON object containing `doe_national_lab_subcontract_overview`, `dear_48_cfr_952_970_clause_audit_matrix`, `q_l_clearance_foci_and_doe_o_142_3b_controls`, and `patent_rights_and_crada_tech_transfer_strategy` grounded in 48 CFR Chapter 9 (DEAR Parts 952 & 970), 10 CFR Part 710 (Q/L Access Authorizations), DOE O 142.3B, & DOE O 470.4B. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `doe_national_lab_rfp_and_dear_clauses_text` accepts 15 to 45,000 characters, while `target_national_lab_and_mando_prime` and `clearance_and_ip_posture` calibrate the regulatory regime and threshold assumptions). Use this tool when executing DOE / NNSA National Lab M&O Subcontract & DEAR (48 CFR Ch. 9) Compliance Auditor workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `clearance_and_ip_posture` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'DOE Q-Clearance / L-Clearance Cross-Over from DoD TS/Secret + Domestic Small Business Patent Retention (DEAR…
- `doe_national_lab_rfp_and_dear_clauses_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for DOE / NNSA National Lab M&O Subcontract & DEAR (48 CFR Ch. 9) Compliance Auditor (15 to 45,000 cha…
- `target_national_lab_and_mando_prime` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'Sandia_National_Laboratories_NTESS_And_Los_Alamos_National_Lab_Triad_NNSA').

Output parameters:

- `dear_48_cfr_952_970_clause_audit_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `doe_national_lab_subcontract_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `patent_rights_and_crada_tech_transfer_strategy` (object): Statutory governance protocol and actionable submission verification checklist.
- `q_l_clearance_foci_and_doe_o_142_3b_controls` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').

### `generate_gwac_task_order_fair_opportunity` (~527 tokens)

GWAC / IDIQ Task Order Fair Opportunity (FAR 16.505) & Pool Selection Optimizer

Match task order TORFPs across OASIS+, GSA Polaris, 8(a) STARS III, VETS 2, NASA SEWP, and NITAAC CIO-SP3/4 against vendor contract pools, scoring self-scoring scorecard matrices and drafting rapid 5-day TORFP responses. Returns a strictly validated `GwacTaskOrderResponse` JSON object containing `gwac_fair_opportunity_overview`, `vehicle_pool_and_scorecard_alignment_matrix`, `rapid_torfp_technical_and_staffing_sections`, and `far_16_505_protest_thresholds_and_ombudsman_governance` grounded in FAR 16.505(b)(1) (Fair Opportunity), FAR 16.505(a)(10) ($10M Civilian / $25M DoD Task Order Protest Jurisdictional Cap), & GSAR 552.216-74. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `torfp_scope_and_vehicle_holders_text` accepts 15 to 45,000 characters, while `target_gwac_or_mac_vehicles` and `turnaround_window_and_evaluation_mode` calibrate the regulatory regime and threshold assumptions). Use this tool when executing GWAC / IDIQ Task Order Fair Opportunity (FAR 16.505) & Pool Selection Optimizer workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `target_gwac_or_mac_vehicles` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'GSA_OASIS_Plus_Unrestricted_And_SB_GSA_Polaris_8a_STARS_III_VETS_2_CIO_SP3').
- `torfp_scope_and_vehicle_holders_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for GWAC / IDIQ Task Order Fair Opportunity (FAR 16.505) & Pool Selection Optimizer (15 to 45,000 char…
- `turnaround_window_and_evaluation_mode` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to '5-Business-Day Rapid TORFP Turnaround | FAR 16.505(b)(1) Highest Technically Rated Offeror (HTRO) / Fair Opp…

Output parameters:

- `far_16_505_protest_thresholds_and_ombudsman_governance` (object): Statutory governance protocol and actionable submission verification checklist.
- `gwac_fair_opportunity_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `rapid_torfp_technical_and_staffing_sections` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').
- `vehicle_pool_and_scorecard_alignment_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.

### `audit_govt_furnished_property_gfp` (~522 tokens)

Government-Furnished Property (GFP / FAR 52.245-1) & PIEE Property Management Plan

Audit GFP/GFE/GFI attachments under FAR 52.245-1 and DFARS 252.245-7003/7005, generating a DCMA-ready Property Management System Plan (PMSP), PIEE GFP Module reporting workflow, and IUID marking checklist. Returns a strictly validated `GfpPropertyAuditResponse` JSON object containing `gfp_property_system_overview`, `far_52_245_1_ten_lifecycle_outcomes_audit`, `gfp_cap_line_item_and_iuid_registry_table`, and `piee_gfp_module_and_plant_clearance_workflow` grounded in FAR 52.245-1, DFARS 252.245-7003 (Contractor Property Management System Administration), DFARS 252.245-7005 (PIEE GFP Module), & MIL-STD-130N. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `gfp_attachment_and_property_clauses_text` accepts 15 to 45,000 characters, while `dcma_property_system_audit_scope` and `liability_and_cap_regime` calibrate the regulatory regime and threshold assumptions). Use this tool when executing Government-Furnished Property (GFP / FAR 52.245-1) & PIEE Property Management Plan workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `dcma_property_system_audit_scope` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'FAR_52_245_1_10_Lifecycle_Outcomes_DFARS_252_245_7005_PIEE_GFP_Module_And_MIL_STD_130_IUID').
- `gfp_attachment_and_property_clauses_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for Government-Furnished Property (GFP / FAR 52.245-1) & PIEE Property Management Plan (15 to 45,000 c…
- `liability_and_cap_regime` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'FAR 52.245-1(h) Limited Risk of Loss (Government Self-Insures Except Willful Misconduct / Revoked PMSA)').

Output parameters:

- `far_52_245_1_ten_lifecycle_outcomes_audit` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `gfp_cap_line_item_and_iuid_registry_table` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `gfp_property_system_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `piee_gfp_module_and_plant_clearance_workflow` (object): Statutory governance protocol and actionable submission verification checklist.
- `status` (string): Execution status ('success').

### `generate_oconus_sofa_defense_logistics` (~563 tokens)

DoD OCONUS / INDOPACOM Deployment, SOFA, Defense Base Act (DBA) & SPOT Compliance

Evaluate Pacific/OCONUS defense IT solicitations for Status of Forces Agreement (SOFA) TESA/TDY accreditation, FAR 52.228-3 Defense Base Act (DBA) insurance wraps, DFARS 252.225-7040 SPOT synchronization, and COLA/Post Allowance rate structures. Returns a strictly validated `OconusSofaDbaResponse` JSON object containing `oconus_theater_deployment_overview`, `sofa_host_nation_accreditation_matrix`, `dba_insurance_and_dssr_allowance_model`, and `spot_loa_and_crc_deployment_checklist` grounded in FAR 52.228-3 (42 U.S.C. §§ 1651–1654 Defense Base Act), DFARS 252.225-7040 / 252.225-7995 (SPOT LOA), & DSSR Chapters 130/220/650. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `oconus_pws_and_theater_clauses_text` accepts 15 to 45,000 characters, while `target_combatant_command_and_host_nations` and `dba_and_dssr_allowance_assumptions` calibrate the regulatory regime and threshold assumptions). Use this tool when executing DoD OCONUS / INDOPACOM Deployment, SOFA, Defense Base Act (DBA) & SPOT Compliance workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `dba_and_dssr_allowance_assumptions` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'FAR 52.228-3 Defense Base Act (DBA) Insurance + DSSR Living Quarters Allowance (LQA), Post Allowance (COLA),…
- `oconus_pws_and_theater_clauses_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for DoD OCONUS / INDOPACOM Deployment, SOFA, Defense Base Act (DBA) & SPOT Compliance (15 to 45,000 ch…
- `target_combatant_command_and_host_nations` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'USINDOPACOM_USFJ_Japan_USFK_Korea_Guam_And_USEUCOM_Germany_DOCPER_TESA').

Output parameters:

- `dba_insurance_and_dssr_allowance_model` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `oconus_theater_deployment_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `sofa_host_nation_accreditation_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `spot_loa_and_crc_deployment_checklist` (object): Statutory governance protocol and actionable submission verification checklist.
- `status` (string): Execution status ('success').

### `generate_cui_marking_distribution_plan` (~528 tokens)

Controlled Unclassified Information (CUI / 32 CFR 2002 & DoDI 5200.48) Handling Plan

Analyze deliverables against the NARA CUI Registry, 32 CFR Part 2002, and DoDI 5200.48 to generate exact CUI banner/portion markings, DoD Distribution Statements (A–F), and a CUI Sanitization & Spill Response SOP. Returns a strictly validated `CuiMarkingPlanResponse` JSON object containing `cui_registry_governance_overview`, `deliverable_cui_banner_and_distribution_matrix`, `portion_marking_and_designation_indicator_blocks`, and `nist_800_88_sanitization_and_spill_response_sop` grounded in 32 CFR Part 2002 (NARA CUI Program), DoDI 5200.48 (Controlled Unclassified Information), DoDI 5230.24 (Distribution Statements), & NIST SP 800-88 Rev. 1. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `deliverables_and_security_classification_guide_text` accepts 15 to 45,000 characters, while `cui_authority_framework` and `controlling_dod_office_and_ldc_context` calibrate the regulatory regime and threshold assumptions). Use this tool when executing Controlled Unclassified Information (CUI / 32 CFR 2002 & DoDI 5200.48) Handling Plan workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `controlling_dod_office_and_ldc_context` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Controlling DoD Office: AFLCMC/HNC (Hanscom AFB, MA) | Limited Dissemination Controls: NOFORN, FEDCON, DL ON…
- `cui_authority_framework` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to '32_CFR_Part_2002_NARA_CUI_Registry_DoDI_5200_48_And_DoDI_5230_24_Distribution_Statements').
- `deliverables_and_security_classification_guide_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for Controlled Unclassified Information (CUI / 32 CFR 2002 & DoDI 5200.48) Handling Plan (15 to 45,000…

Output parameters:

- `cui_registry_governance_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `deliverable_cui_banner_and_distribution_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `nist_800_88_sanitization_and_spill_response_sop` (object): Statutory governance protocol and actionable submission verification checklist.
- `portion_marking_and_designation_indicator_blocks` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').

### `generate_state_local_cooperative_piggyback` (~511 tokens)

SLED Cooperative Purchasing (NASPO ValuePoint, Sourcewell, OMNIA, TIPS & DIR) Piggyback Mapper

Evaluate state and municipal IT procurements to identify eligible NASPO ValuePoint, Sourcewell, OMNIA Partners, TIPS, TX DIR, and GSA Cooperative Purchasing (SIN 54151S/HACS) piggyback vehicles that bypass a 6-month competitive RFP. Returns a strictly validated `SledCoopPiggybackResponse` JSON object containing `sled_cooperative_piggyback_overview`, `eligible_cooperative_vehicles_matrix`, `participating_addendum_and_distributor_pathways`, and `statutory_interlocal_authority_and_cpo_memo` grounded in 40 U.S.C. § 502(c) (GSA Cooperative Purchasing for IT/Cyber SINs), ABA Model Procurement Code Article 10 (Intergovernmental Relations), & State Participating Addendum Statutes. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `sled_buyer_requirement_and_vendor_contracts_text` accepts 15 to 45,000 characters, while `target_cooperative_portfolios` and `vendor_direct_vs_distributor_model` calibrate the regulatory regime and threshold assumptions). Use this tool when executing SLED Cooperative Purchasing (NASPO ValuePoint, Sourcewell, OMNIA, TIPS & DIR) Piggyback Mapper workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `sled_buyer_requirement_and_vendor_contracts_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for SLED Cooperative Purchasing (NASPO ValuePoint, Sourcewell, OMNIA, TIPS & DIR) Piggyback Mapper (15…
- `target_cooperative_portfolios` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'NASPO_ValuePoint_Cloud_AR2472_Sourcewell_OMNIA_Partners_TIPS_USA_TX_DIR_And_GSA_Coop_Purchasing').
- `vendor_direct_vs_distributor_model` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Evaluate Both Direct Master Agreement Holdership and Carahsoft / TD SYNNEX / Ingram Micro Authorized Reselle…

Output parameters:

- `eligible_cooperative_vehicles_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `participating_addendum_and_distributor_pathways` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `sled_cooperative_piggyback_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `status` (string): Execution status ('success').
- `statutory_interlocal_authority_and_cpo_memo` (object): Statutory governance protocol and actionable submission verification checklist.

### `generate_value_engineering_vecp` (~528 tokens)

FAR Part 48 Value Engineering Change Proposal (VECP / FAR 52.248-1) & Shared-Savings Modeler

Transform cloud FinOps, AI automation, or architecture optimizations on an active contract into a formal FAR 52.248-1 Value Engineering Change Proposal (VECP), calculating Instant/Concurrent/Future acquisition savings and the contractor's 50%–75% shared-savings royalty. Returns a strictly validated `VecpFar48Response` JSON object containing `vecp_shared_savings_overview`, `instant_concurrent_and_future_savings_table`, `far_52_248_1_c_eight_element_proposal_package`, and `collateral_savings_and_data_rights_protection` grounded in FAR Part 48 (Value Engineering) & FAR 52.248-1(c)–(i) (50%/50% to 75%/25% Voluntary VECP Incentive Sharing & 36–60 Month Future Acquisition Royalty). This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `baseline_contract_and_proposed_engineering_change_text` accepts 15 to 45,000 characters, while `far_part_48_sharing_regime` and `development_and_government_implementation_costs` calibrate the regulatory regime and threshold assumptions). Use this tool when executing FAR Part 48 Value Engineering Change Proposal (VECP / FAR 52.248-1) & Shared-Savings Modeler workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `baseline_contract_and_proposed_engineering_change_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for FAR Part 48 Value Engineering Change Proposal (VECP / FAR 52.248-1) & Shared-Savings Modeler (15 t…
- `development_and_government_implementation_costs` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Contractor VECP Development Cost: $320,000 | Government Test/ECP Implementation Cost: $180,000 | 36-Month Sh…
- `far_part_48_sharing_regime` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'FAR_52_248_1_Voluntary_Incentive_Fixed_Price_50_50_To_75_25_Contractor_Share').

Output parameters:

- `collateral_savings_and_data_rights_protection` (object): Statutory governance protocol and actionable submission verification checklist.
- `far_52_248_1_c_eight_element_proposal_package` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `instant_concurrent_and_future_savings_table` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `status` (string): Execution status ('success').
- `vecp_shared_savings_overview` (object): Executive determination overview, regulatory citations, and readiness score.

### `audit_organizational_ethics_far_52_203_13` (~542 tokens)

FAR 52.203-13 Business Ethics, Procurement Integrity Act & OIG Mandatory Disclosure

Audit compliance incidents, overpayments, and hiring of former government officials against FAR 52.203-13 (Mandatory Disclosure Rule), False Claims Act (31 U.S.C. 3729), and Procurement Integrity Act (FAR 3.104), generating an Internal Control System & Post-Government Employment opinion. Returns a strictly validated `EthicsMandatoryDisclosureResponse` JSON object containing `credible_evidence_and_ethics_overview`, `far_52_203_13_and_pia_trigger_audit_matrix`, `oig_disclosure_submission_and_pge_wall_memos`, and `far_9_4_present_responsibility_and_internal_controls` grounded in FAR 52.203-13 (Contractor Code of Business Ethics and Conduct), 31 U.S.C. § 3729 (False Claims Act), FAR 3.104 (41 U.S.C. § 2101–2107 PIA), & 18 U.S.C. § 207. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `compliance_incident_or_former_official_hiring_text` accepts 15 to 45,000 characters, while `audit_focus_regime` and `contract_value_and_performance_duration` calibrate the regulatory regime and threshold assumptions). Use this tool when executing FAR 52.203-13 Business Ethics, Procurement Integrity Act & OIG Mandatory Disclosure workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `audit_focus_regime` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'FAR_52_203_13_Credible_Evidence_OIG_Disclosure_FAR_3_104_PIA_And_18_USC_207_Revolving_Door').
- `compliance_incident_or_former_official_hiring_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for FAR 52.203-13 Business Ethics, Procurement Integrity Act & OIG Mandatory Disclosure (15 to 45,000…
- `contract_value_and_performance_duration` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Active Contract > $6.0M Threshold and > 120 Days Performance (Full FAR 52.203-13(c) Internal Control System…

Output parameters:

- `credible_evidence_and_ethics_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `far_52_203_13_and_pia_trigger_audit_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `far_9_4_present_responsibility_and_internal_controls` (object): Statutory governance protocol and actionable submission verification checklist.
- `oig_disclosure_submission_and_pge_wall_memos` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').

### `generate_fedramp_equivalency_body_of_evidence` (~559 tokens)

DoD FedRAMP Moderate Equivalency (2024 DoD CIO Memo) & 3PAO Body of Evidence Auditor

Audit cloud service offerings against the DoD CIO FedRAMP Moderate Equivalency Memorandum (100% 3PAO assessment, zero unmitigated high/moderate POA&Ms, KSIs) and generates a complete Cloud Equivalency Body of Evidence (BoE) checklist. Returns a strictly validated `FedrampEquivalencyResponse` JSON object containing `dod_cio_equivalency_overview`, `body_of_evidence_boe_8_artifact_checklist`, `three_pao_100_pct_and_zero_poam_remediation_matrix`, and `dibcs_72hr_incident_reporting_and_prime_verification` grounded in DoD CIO Memorandum 'Federal Risk and Authorization Management Program Moderate Equivalency for Cloud Service Provider's Cloud Service Offerings' (Jan 2, 2024) & DFARS 252.204-7012(b)(2)(ii)(D). This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `cloud_service_offering_and_3pao_posture_text` accepts 15 to 45,000 characters, while `target_equivalency_standard` and `underlying_iaas_and_fips_posture` calibrate the regulatory regime and threshold assumptions). Use this tool when executing DoD FedRAMP Moderate Equivalency (2024 DoD CIO Memo) & 3PAO Body of Evidence Auditor workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `cloud_service_offering_and_3pao_posture_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for DoD FedRAMP Moderate Equivalency (2024 DoD CIO Memo) & 3PAO Body of Evidence Auditor (15 to 45,000…
- `target_equivalency_standard` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'DoD_CIO_Jan_2024_FedRAMP_Moderate_Equivalency_Memo_DFARS_252_204_7012_c_d_And_FedRAMP_Rev5').
- `underlying_iaas_and_fips_posture` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Hosted on AWS GovCloud (US) FedRAMP High JAB P-ATO; FIPS 140-3 Validated Cryptographic Modules').

Output parameters:

- `body_of_evidence_boe_8_artifact_checklist` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `dibcs_72hr_incident_reporting_and_prime_verification` (object): Statutory governance protocol and actionable submission verification checklist.
- `dod_cio_equivalency_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `status` (string): Execution status ('success').
- `three_pao_100_pct_and_zero_poam_remediation_matrix` (array): Paste-ready compliance narratives, control specifications, or submission sections.

### `generate_ai_governance_nist_ai_rmf_omb_m24` (~584 tokens)

Federal AI Governance, OMB M-24-10/M-24-18 & NIST AI RMF 1.0 Compliance Package

Evaluate AI/ML/LLM solutions proposed for federal and SLED agencies against OMB Memoranda M-24-10 & M-24-18, NIST AI RMF 1.0 (Govern, Map, Measure, Manage), and DoD Responsible AI (RAI) Toolkit, outputting a Safety-Impact Classification & Model Card. Returns a strictly validated `AiGovernanceOmbResponse` JSON object containing `omb_safety_and_rights_impact_overview`, `nist_ai_rmf_govern_map_measure_manage_matrix`, `omb_m_24_10_and_m_24_18_minimum_practices_audit`, and `federal_ai_system_card_and_hitl_safeguards` grounded in OMB Memorandum M-24-10, OMB Memorandum M-24-18 (Advancing the Responsible Acquisition of AI in Government), NIST AI 100-1 (AI RMF 1.0), NIST AI 600-1, & DoD CDAO RAI Shield. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `proposed_ai_system_and_agency_use_case_text` accepts 15 to 45,000 characters, while `target_ai_governance_frameworks` and `deployment_enclave_and_training_data_policy` calibrate the regulatory regime and threshold assumptions). Use this tool when executing Federal AI Governance, OMB M-24-10/M-24-18 & NIST AI RMF 1.0 Compliance Package workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `deployment_enclave_and_training_data_policy` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Stateless RAG on Agency Tenant (Zero Training on Government CUI/PII; Open-Format Export to Prevent Vendor Lo…
- `proposed_ai_system_and_agency_use_case_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for Federal AI Governance, OMB M-24-10/M-24-18 & NIST AI RMF 1.0 Compliance Package (15 to 45,000 char…
- `target_ai_governance_frameworks` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'OMB_M_24_10_OMB_M_24_18_NIST_AI_RMF_1_0_NIST_AI_600_1_GenAI_And_DoD_CDAO_RAI_Toolkit').

Output parameters:

- `federal_ai_system_card_and_hitl_safeguards` (object): Statutory governance protocol and actionable submission verification checklist.
- `nist_ai_rmf_govern_map_measure_manage_matrix` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `omb_m_24_10_and_m_24_18_minimum_practices_audit` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `omb_safety_and_rights_impact_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `status` (string): Execution status ('success').

### `generate_termination_for_convenience_settlement` (~545 tokens)

FAR Part 49 Termination for Convenience (T4C / SF 1435–1438) Settlement Proposal Calculator

Compute recoverable sunk costs, subcontractor termination claims, settlement expenses, and profit on work performed under FAR Part 49 and FAR 52.249-2, generating an Inventory Basis (SF 1435) or Total Cost Basis (SF 1436) T4C Settlement Proposal. Returns a strictly validated `T4cSettlementResponse` JSON object containing `t4c_settlement_executive_overview`, `sf_1435_1436_recoverable_quantum_schedule`, `subcontractor_settlement_and_sf_1428_inventory_schedule`, and `far_31_205_42_allowability_and_one_year_filing_clock` grounded in FAR Part 49, FAR 52.249-2 (Termination for Convenience of the Government), FAR 31.205-42 (Termination Costs), & Standard Forms 1435 / 1436 / 1437 / 1438 / 1428. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `termination_notice_and_incurred_cost_ledger_text` accepts 15 to 45,000 characters, while `settlement_proposal_basis_and_form` and `contract_type_and_clause_regime` calibrate the regulatory regime and threshold assumptions). Use this tool when executing FAR Part 49 Termination for Convenience (T4C / SF 1435–1438) Settlement Proposal Calculator workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `contract_type_and_clause_regime` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'FAR 52.249-2 Fixed-Price Termination for Convenience (vs. FAR 52.249-6 Cost-Reimbursement / FAR 52.212-4(l)…
- `settlement_proposal_basis_and_form` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'SF_1435_Inventory_Basis_Preferred_Under_FAR_49_206_2_vs_SF_1436_Total_Cost_Basis').
- `termination_notice_and_incurred_cost_ledger_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for FAR Part 49 Termination for Convenience (T4C / SF 1435–1438) Settlement Proposal Calculator (15 to…

Output parameters:

- `far_31_205_42_allowability_and_one_year_filing_clock` (object): Statutory governance protocol and actionable submission verification checklist.
- `sf_1435_1436_recoverable_quantum_schedule` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `status` (string): Execution status ('success').
- `subcontractor_settlement_and_sf_1428_inventory_schedule` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `t4c_settlement_executive_overview` (object): Executive determination overview, regulatory citations, and readiness score.

### `generate_novated_merger_change_of_name_far_42` (~561 tokens)

GovCon M&A Contract Novation (FAR 42.1204) & Change-of-Name Due Diligence Package

Generate a complete FAR 42.1204 Three-Party Novation Agreement package for GovCon asset/stock acquisitions, auditing anti-assignment exceptions (41 U.S.C. 6305), SAM.gov UEI/CAGE transfer checklists, and SBA recertification triggers under 13 CFR 121.404(g). Returns a strictly validated `NovationFar42Response` JSON object containing `transaction_structure_and_novation_overview`, `far_42_1204_document_checklist_and_three_party_agreement`, `sba_13_cfr_121_404_recertification_and_backlog_audit`, and `sam_uei_cage_and_dcsa_fcl_transition_runbook` grounded in 41 U.S.C. § 6305 (Anti-Assignment Act), FAR Subpart 42.12 (FAR 42.1204 Novation & FAR 42.1205 Change-of-Name), & 13 CFR § 121.404(g). This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `m_and_a_transaction_and_contract_backlog_text` accepts 15 to 45,000 characters, while `deal_structure_and_pathway` and `small_business_and_clearance_context` calibrate the regulatory regime and threshold assumptions). Use this tool when executing GovCon M&A Contract Novation (FAR 42.1204) & Change-of-Name Due Diligence Package workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `deal_structure_and_pathway` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'Asset_Purchase_Requiring_FAR_42_1204_Three_Party_Novation_vs_Stock_Purchase_Or_FAR_42_1205_Change_Of_Name').
- `m_and_a_transaction_and_contract_backlog_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for GovCon M&A Contract Novation (FAR 42.1204) & Change-of-Name Due Diligence Package (15 to 45,000 ch…
- `small_business_and_clearance_context` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Audit 13 CFR 121.404(g) 30-Day SBA Size Recertification, GWAC/MAC Eligibility, & DCSA 32 CFR 117 Changed Con…

Output parameters:

- `far_42_1204_document_checklist_and_three_party_agreement` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `sam_uei_cage_and_dcsa_fcl_transition_runbook` (object): Statutory governance protocol and actionable submission verification checklist.
- `sba_13_cfr_121_404_recertification_and_backlog_audit` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').
- `transaction_structure_and_novation_overview` (object): Executive determination overview, regulatory citations, and readiness score.

### `generate_section_l_m_proposal_red_team_scorer` (~509 tokens)

SSEB Source Selection Simulator & Shipley Pink/Red/Gold Team Proposal Scorer

Simulate a Government Source Selection Evaluation Board (SSEB) under FAR 15.305, grading a draft proposal volume against RFP Section L/M into DoD Color/Adjectival Ratings (Blue/Outstanding to Red/Unacceptable) with exact Strengths, Weaknesses, Deficiencies, and page-level rewrites. Returns a strictly validated `RedTeamEvaluatorResponse` JSON object containing `sseb_consensus_evaluation_overview`, `factor_by_factor_color_and_risk_scorecard`, `sseb_strengths_weaknesses_deficiencies_and_rewrites`, and `competitive_range_and_gold_team_recovery_plan` grounded in FAR 15.305 (Proposal Evaluation), DoD Source Selection Procedures (DFARS PGI 215.3 — Blue/Purple/Green/Yellow/Red Consensus Grading), & Shipley Color Team Standards. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `rfp_section_l_m_and_draft_proposal_text` accepts 15 to 45,000 characters, while `source_selection_grading_methodology` and `color_team_review_stage` calibrate the regulatory regime and threshold assumptions). Use this tool when executing SSEB Source Selection Simulator & Shipley Pink/Red/Gold Team Proposal Scorer workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `color_team_review_stage` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Red_Team_Full_SSEB_Simulation_With_Paste_Ready_Feature_Benefit_Proof_Upgrades_To_Blue_Outstanding').
- `rfp_section_l_m_and_draft_proposal_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for SSEB Source Selection Simulator & Shipley Pink/Red/Gold Team Proposal Scorer (15 to 45,000 charact…
- `source_selection_grading_methodology` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'DoD_Source_Selection_Procedures_2022_Color_Adjectival_Blue_Purple_Green_Yellow_Red_And_FAR_15_305').

Output parameters:

- `competitive_range_and_gold_team_recovery_plan` (object): Statutory governance protocol and actionable submission verification checklist.
- `factor_by_factor_color_and_risk_scorecard` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `sseb_consensus_evaluation_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `sseb_strengths_weaknesses_deficiencies_and_rewrites` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `status` (string): Execution status ('success').

### `generate_gsa_tdr_quarterly_sales_iff_reconciler` (~569 tokens)

GSA FAS Sales Reporting Portal (SRP), TDR Line-Item & IFF CAV/IOA Audit Reconciler

Audit commercial vs. GSA Schedule invoices to separate Open-Market vs. Schedule sales, calculate quarterly 0.75% IFF remittance, validate Transactional Data Reporting (TDR) 16-field data elements, and prepare for a GSA IOA Contractor Assistance Visit (CAV). Returns a strictly validated `GsaTdrIffAuditResponse` JSON object containing `gsa_srp_and_iff_reconciliation_overview`, `invoice_schedule_vs_open_market_classification_table`, `tdr_16_field_validation_and_ioa_cav_checklist`, and `iff_remittance_calendar_and_price_reductions_safe_harbor` grounded in GSAR 552.238-80 (Industrial Funding Fee and Sales Reporting — 0.75% IFF within 30 days of quarter close), GSAR 552.238-81 (TDR), & GSA IOA Contractor Assistance Visit (CAV) Guide. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `quarterly_invoice_ledger_and_gsa_contract_text` accepts 15 to 45,000 characters, while `gsa_reporting_regime` and `reporting_quarter_and_sins` calibrate the regulatory regime and threshold assumptions). Use this tool when executing GSA FAS Sales Reporting Portal (SRP), TDR Line-Item & IFF CAV/IOA Audit Reconciler workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `gsa_reporting_regime` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'GSAR_552_238_80_IFF_0_75_Pct_GSAR_552_238_81_TDR_16_Data_Elements_And_IOA_CAV_Readiness').
- `quarterly_invoice_ledger_and_gsa_contract_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for GSA FAS Sales Reporting Portal (SRP), TDR Line-Item & IFF CAV/IOA Audit Reconciler (15 to 45,000 c…
- `reporting_quarter_and_sins` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'FY2026 Q4 (July 1 – Sept 30; SRP Filing Due Oct 30) | SINs: 54151S, 54151HACS, 518210C, OLM').

Output parameters:

- `gsa_srp_and_iff_reconciliation_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `iff_remittance_calendar_and_price_reductions_safe_harbor` (object): Statutory governance protocol and actionable submission verification checklist.
- `invoice_schedule_vs_open_market_classification_table` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `status` (string): Execution status ('success').
- `tdr_16_field_validation_and_ioa_cav_checklist` (array): Paste-ready compliance narratives, control specifications, or submission sections.

### `generate_award_fee_plan_incentive_maximizer` (~555 tokens)

FAR Subpart 16.4 Award-Fee (CPAF) & Incentive-Fee (CPIF / FPIF) Evaluation Maximizer

Model CPAF, CPIF, and FPIF share-ratio curves (overrun/underrun ceiling geometry under FAR 16.401) and transforms periodic performance metrics into an Award-Fee Evaluation Board (AFEB) self-assessment presentation to maximize unearned/rollover fee pools. Returns a strictly validated `CpafCpifAwardFeeResponse` JSON object containing `award_and_incentive_fee_geometry_overview`, `cpif_fpif_share_ratio_and_pta_sensitivity_table`, `afeb_table_16_1_self_assessment_briefing_sections`, and `far_16_401_e_4_rollover_rules_and_afdo_strategy` grounded in FAR Subpart 16.4 (Incentive Contracts), FAR 16.401(e)(3) Table 16-1 (Standard Award-Fee Adjectival Ratings), FAR 16.401(e)(4) (Rollover Prohibition), & DFARS 216.405-2. This is a read-only, stateless, non-destructive GovCon compliance and capture analysis call (requires X-RapidAPI-Key or X-SignalTender-Key; `incentive_or_award_fee_plan_and_period_metrics_text` accepts 15 to 45,000 characters, while `contract_fee_structure_type` and `evaluation_period_and_pool_context` calibrate the regulatory regime and threshold assumptions). Use this tool when executing FAR Subpart 16.4 Award-Fee (CPAF) & Incentive-Fee (CPIF / FPIF) Evaluation Maximizer workflows; use `scan_far_dfars_clauses` instead for general FAR/DFARS clause flow-down audits, or `generate_compliance_matrix` for general Section L/M 'shall' requirement extraction.

Input parameters:

- `contract_fee_structure_type` (string): Target regulatory regime, statutory authority, or evaluation framework (defaults to 'Combined_CPAF_Award_Fee_Adjectival_Table_16_1_And_CPIF_FPIF_Share_Ratio_PTA_Geometry').
- `evaluation_period_and_pool_context` (string): Operational context, threshold parameters, or compliance posture assumptions (defaults to 'Award-Fee Period 04 (6-Month Evaluation Pool: $1,250,000 Available Award Fee + Base Fee 2.0%)').
- `incentive_or_award_fee_plan_and_period_metrics_text` (string, required): Primary solicitation text, clause excerpts, deliverable schedule, or technical/financial context for FAR Subpart 16.4 Award-Fee (CPAF) & Incentive-Fee (CPIF / FPIF) Evaluation Maximizer (15 to 45,000…

Output parameters:

- `afeb_table_16_1_self_assessment_briefing_sections` (array): Paste-ready compliance narratives, control specifications, or submission sections.
- `award_and_incentive_fee_geometry_overview` (object): Executive determination overview, regulatory citations, and readiness score.
- `cpif_fpif_share_ratio_and_pta_sensitivity_table` (array): Structured line-by-line regulatory audit, classification, or quantitative schedule rows.
- `far_16_401_e_4_rollover_rules_and_afdo_strategy` (object): Statutory governance protocol and actionable submission verification checklist.
- `status` (string): Execution status ('success').

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api#diagnostics

## Score history

- 2026-11-05: 77
- 2026-11-04: 76
- 2026-11-03: 76
- 2026-11-02: 75
- 2026-11-01: 75
- 2026-10-31: 74
- 2026-10-30: 74
- 2026-10-29: 74
- 2026-10-28: 73
- 2026-10-27: 73
- 2026-10-26: 73
- 2026-10-25: 72
- 2026-10-24: 72
- 2026-10-23: 71
- 2026-10-22: 71
- 2026-10-21: 70
- 2026-10-20: 63
- 2026-10-19: 63
- 2026-10-18: 62

## Common questions

### What is the SignalTender B2B, GovCon & LegalTech MCP Server server?

SignalTender B2B, GovCon & LegalTech MCP Server is listed in the public MCP registry as io.github.aarbchen/signaltender-mcp. B2B, GovCon & LegalTech MCP server for live RFPs, contract parsing, compliance & proposal tools. This page covers its hosted endpoint (https://b2b-contract-parser-api.onrender.com/mcp).

### Is the SignalTender B2B, GovCon & LegalTech MCP Server server safe to use?

SignalTender B2B, GovCon & LegalTech MCP Server scores 77 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the SignalTender B2B, GovCon & LegalTech MCP Server server expose?

SignalTender B2B, GovCon & LegalTech MCP Server exposes 58 tools: parse_b2b_contract, audit_contract_risks, search_historical_awards, get_live_solicitations, generate_compliance_matrix, and 53 more. Their descriptions and schemas cost roughly 29,405 tokens of context every time the server is loaded.

### Does the SignalTender B2B, GovCon & LegalTech MCP Server server require authentication?

No. We connected to SignalTender B2B, GovCon & LegalTech MCP Server without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the SignalTender B2B, GovCon & LegalTech MCP Server server still maintained?

SignalTender B2B, GovCon & LegalTech MCP Server is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://b2b-contract-parser-api.onrender.com/mcp
- Repository: https://github.com/aarbchen/signaltender-scraper
- Website: https://signaltender.net/apis.html
- Changelog RSS feed: https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api.xml
- Changelog JSON feed: https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api.json
- HTML version of this page: https://verifymcp.io/servers/aarbchen-signaltender-mcp/b2b-contract-parser-api
