# io.github.getgapup/gapup-mcp (remote · mcp.gapup.io)

271 agent-payable tools: competitive intel, finance, KYC, compliance, ESG. x402 per-call.

- Trust score: 63/100 (medium)
- Change this week: +6
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp.gapup.io`: 63/100 (this document), [markdown](https://verifymcp.io/servers/getgapup-gapup-mcp/mcp.md), [page](https://verifymcp.io/servers/getgapup-gapup-mcp/mcp)

## Channel facts

- Endpoint: `https://mcp.gapup.io/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.2.4`

## 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 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 221 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 50/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (poor).
  - Context-footprint check failed: tool/resource definitions use about 61501 tokens (~212/item across 290 items; 271 tools + 19 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 87/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 56% of tool parameters carry a description.
  - Structured output schemas are declared (61% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http getgapup-gapup-mcp https://mcp.gapup.io/mcp
```

### Codex

```toml
[mcp_servers.getgapup-gapup-mcp]
url = "https://mcp.gapup.io/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "getgapup-gapup-mcp": {
      "type": "remote",
      "url": "https://mcp.gapup.io/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add getgapup-gapup-mcp --url https://mcp.gapup.io/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  getgapup-gapup-mcp:
    url: "https://mcp.gapup.io/mcp"
```

### Other

```json
{
  "mcpServers": {
    "getgapup-gapup-mcp": {
      "type": "http",
      "url": "https://mcp.gapup.io/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.

### 2026-08-03 (score 63, +1)

- [functional] This server's schema is too large to store in full, so we cannot compare its tools day to day

### 2026-08-02 (score 62, 0)

- [functional] This server's schema is too large to store in full, so we cannot compare its tools day to day

### 2026-08-01 (score 62, +1)

- [functional] This server's schema is too large to store in full, so we cannot compare its tools day to day

### 2026-07-31 (score 61, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 59, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 58, 0)

- [functional] This server's schema is too large to store in full, so we cannot compare its tools day to day

### 2026-07-28 (score 58, +1)

- [functional] This server's schema is too large to store in full, so we cannot compare its tools day to day

### 2026-07-27 (score 57, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

## MCP tools (271)

The latest capture was truncated, so this tool list may be partial.

### `content_catalog` (~197 tokens)

Input parameters:

- `async` (boolean)
- `domain` (string, required)
- `limit` (integer)
- `name` (string)

Output parameters:

- `count` (integer)
- `domain` (string)
- `franchises` (array)

### `content_enrichment` (~229 tokens)

Input parameters:

- `async` (boolean)
- `entity_id` (string, required)
- `entity_type` (string)

Output parameters:

- `entity_id` (string)
- `entity_type` (string)
- `provenance` (object)
- `tag_count` (integer)
- `tags` (array)

### `content_discovery` (~264 tokens)

Input parameters:

- `async` (boolean)
- `domain` (string, required)
- `limit` (integer)
- `query` (string)
- `tag` (string)

Output parameters:

- `count` (integer)
- `domain` (string)
- `franchises` (array)
- `method` (string)
- `query` (string|null)
- `tag` (string|null)

### `content_similar` (~185 tokens)

Input parameters:

- `async` (boolean)
- `entity_id` (string, required)
- `entity_type` (string)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `entity_id` (string)
- `method` (string)
- `similar` (array)
- `source_provenance` (object)

### `content_taxonomy` (~111 tokens)

Input parameters:

- `async` (boolean)
- `domain` (string, required)

Output parameters:

- `domain` (string)
- `facet_count` (integer)
- `tag_count` (integer)
- `taxonomy` (object)

### `content_audience_profile` (~159 tokens)

Input parameters:

- `async` (boolean)
- `entity_id` (string, required)
- `entity_type` (string)

Output parameters:

- `audience_facets` (object)
- `entity_id` (string)
- `entity_type` (string)
- `provenance` (object)

### `content_provenance` (~176 tokens)

Input parameters:

- `async` (boolean)
- `entity_id` (string, required)
- `entity_type` (string)

Output parameters:

- `entity_id` (string)
- `entity_type` (string)
- `freshness_summary` (object)
- `lineage` (array)

### `content_compare` (~288 tokens)

Input parameters:

- `async` (boolean)
- `entity_a` (string, required)
- `entity_b` (string, required)
- `entity_type` (string)

Output parameters:

- `a_tag_count` (integer)
- `b_tag_count` (integer)
- `entity_a` (string)
- `entity_b` (string)
- `entity_type` (string)
- `shared_by_facet` (object)
- `shared_count` (integer)
- `shared_tags` (array)
- `similarity` (number)
- `unique_to_a` (array)
- `unique_to_b` (array)

### `content_ranking` (~358 tokens)

Input parameters:

- `async` (boolean)
- `available_only` (boolean)
- `criterion` (string)
- `direction` (string)
- `domain` (string, required)
- `genre` (string)
- `limit` (integer)
- `year_from` (integer)
- `year_to` (integer)

Output parameters:

- `available_only` (boolean)
- `count` (integer)
- `criterion` (string)
- `direction` (string)
- `domain` (string)
- `genre` (string|null)
- `ranking` (array)
- `year_from` (integer|null)
- `year_to` (integer|null)

### `ftg_market_gap` (~199 tokens)

Input parameters:

- `async` (boolean)
- `country` (string, required)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `country` (string)
- `opportunities` (array)

### `ftg_production_methods` (~156 tokens)

Input parameters:

- `async` (boolean)
- `commodity` (string, required)

Output parameters:

- `commodity` (string)
- `method_count` (integer)
- `methods` (array)
- `note` (string)

### `ftg_sourcing_buyers` (~165 tokens)

Input parameters:

- `async` (boolean)
- `commodity` (string)
- `country` (string, required)
- `limit` (integer)

Output parameters:

- `buyer_count` (integer)
- `buyers` (array)
- `commodity` (string|null)
- `country` (string)

### `ftg_opportunity_scout` (~154 tokens)

Input parameters:

- `async` (boolean)
- `commodity` (string, required)
- `limit` (integer)

Output parameters:

- `commodity` (string)
- `count` (integer)
- `countries` (array)
- `note` (string)

### `ftg_business_plan` (~165 tokens)

Input parameters:

- `async` (boolean)
- `opportunity_id` (string, required)

Output parameters:

- `message` (string)
- `opportunity_id` (string)
- `plan_count` (integer)
- `plans` (array)
- `status` (string)

### `ftg_production_economics` (~151 tokens)

Input parameters:

- `async` (boolean)
- `commodity` (string, required)
- `country` (string)
- `limit` (integer)

Output parameters:

- `commodity` (string)
- `cost_benchmarks` (array)
- `yields` (array)

### `ftg_investor_directory` (~127 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `investors` (array)

### `ftg_country_regulations` (~135 tokens)

Input parameters:

- `async` (boolean)
- `category` (string)
- `country` (string, required)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `regulations` (array)

### `ftg_business_ideas` (~132 tokens)

Input parameters:

- `async` (boolean)
- `category` (string)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `ideas` (array)

### `ftg_country_study` (~114 tokens)

Input parameters:

- `async` (boolean)
- `country` (string, required)

Output parameters:

- `country` (string)
- `note` (string)
- `part_count` (integer)
- `parts` (array)

### `ftg_seller_catalog` (~134 tokens)

Input parameters:

- `async` (boolean)
- `commodity` (string)
- `country` (string)
- `limit` (integer)

Output parameters:

- `count` (integer)
- `sellers` (array)

### `competitor_intel` (~248 tokens)

Input parameters:

- `async` (boolean)
- `competitors` (array, required)
- `focus` (string)
- `selfCompany` (object, required)

Output parameters:

- `competitorMoves` (array)
- `executiveSummary` (string)
- `kpis` (array)
- `presenterScript` (array)
- `pricingRadar` (array)
- `recommendations` (array)
- `sources` (array)

### `trend_watcher` (~242 tokens)

Input parameters:

- `async` (boolean)
- `focus` (string)
- `keywords` (array, required)
- `sector` (string, required)

Output parameters:

- `executiveSummary` (string)
- `kpis` (array)
- `recommendations` (array)
- `trends` (array)

### `partnership_synergies` (~241 tokens)

Input parameters:

- `async` (boolean)
- `constraints` (object)
- `currentPartnerships` (array)
- `focus` (string)
- `selfCompany` (object, required)
- `strategicAxis` (string, required)

Output parameters:

- `executiveSummary` (string)
- `kpis` (array)
- `partnershipTargets` (array)
- `recommendations` (array)
- `sources` (array)

### `pitch_deck_storyline` (~281 tokens)

Input parameters:

- `async` (boolean)
- `audience` (string, required)
- `company` (object, required)
- `keyFacts` (array, required)
- `slideCount` (integer, required)

Output parameters:

- `executiveSummary` (string)
- `kpis` (array)
- `qaBanks` (array)
- `recommendations` (array)
- `slides` (array)

### `carbon_footprint_calculator` (~262 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `perimeter` (object, required)
- `reductionTargets` (object)
- `scope1Sources` (array)
- `scope2Sources` (array, required)
- `scope3Activities` (array)

Output parameters:

- `breakdown` (object)
- `csrdReadiness` (object)
- `executiveSummary` (string)
- `hotspots` (array)
- `kpis` (array)
- `reductionLevers` (array)
- `sbtiTrajectory` (array)
- `scope3Categories` (array)
- `totalEmissionsTco2eq` (number)

### `market_research_brief` (~306 tokens)

Input parameters:

- `async` (boolean)
- `geo` (string)
- `sector` (string)
- `topic` (string, required)

Output parameters:

- `generated_at` (string)
- `geo` (string|null)
- `key_players` (object)
- `market_size_estimate` (object)
- `overview` (object)
- `risks` (object)
- `sector` (string|null)
- `sources` (array)
- `topic` (string)
- `trends` (object)

### `competitive_deep_dive` (~411 tokens)

Input parameters:

- `async` (boolean)
- `company` (string, required)
- `competitors` (array)
- `depth` (string)

Output parameters:

- `company` (string)
- `comparison` (array)
- `depth_used` (string)
- `domain_resolved` (string|null)
- `generated_at` (string)
- `kpis` (array)
- `positioning` (object)
- `pricing_radar` (array)
- `quality` (object)
- `signals` (array)
- `sources` (array)
- `wayback_timeline` (array)

### `competitive_deep_dive_async` (~242 tokens)

Input parameters:

- `company` (string, required)
- `competitors` (array)
- `depth` (string)

Output parameters:

- `eta_seconds` (number)
- `job_id` (string)
- `status` (string)
- `submitted_at` (string)

### `competitive_deep_dive_result` (~102 tokens)

Input parameters:

- `job_id` (string, required)

### `kyc_screener_batch` (~213 tokens)

Input parameters:

- `async` (boolean)
- `names` (array, required)

Output parameters:

- `batch_size` (number)
- `eta_seconds` (number)
- `job_id` (string)
- `status` (string)
- `submitted_at` (string)

### `kyc_screener_batch_result` (~112 tokens)

Input parameters:

- `job_id` (string, required)

### `ai_governance_full_report_async` (~446 tokens)

Input parameters:

- `affected_persons` (array)
- `ai_system_description` (string, required)
- `company_size` (string)
- `data_sources` (array)
- `deployment_context` (string)
- `geographic_scope` (array)
- `intended_purpose` (string, required)

Output parameters:

- `eta_seconds` (number)
- `job_id` (string)
- `status` (string)
- `submitted_at` (string)

### `ai_governance_full_report_result` (~173 tokens)

Input parameters:

- `job_id` (string, required)

### `abm_lookalike_account_finder` (~184 tokens)

Input parameters:

- `async` (boolean)
- `firmographic_filters` (object)
- `tech_stack_keywords` (array)
- `top_customer_domains` (array, required)

Output parameters:

- `lookalike_accounts` (array)
- `matched_technologies` (array)
- `sources` (array)
- `stats` (object)
- `status` (string)
- `warnings` (array)

### `affiliate_fraud_clickstream_detector` (~188 tokens)

Input parameters:

- `affiliate_network` (string, required)
- `async` (boolean)
- `date_range` (object, required)
- `threshold` (number)

Output parameters:

- `fraud_probability` (number)
- `patterns_detected` (array)
- `sources` (array)
- `status` (string)
- `suspicious_ips` (array)
- `total_clicks_analyzed` (number)
- `warnings` (array)

### `africa_trade_barrier_breaker` (~196 tokens)

Input parameters:

- `async` (boolean)
- `destination_country` (string, required)
- `hs_code` (string)
- `include_regulatory_details` (boolean)
- `origin_country` (string, required)

Output parameters:

- `barrier_summary` (object)
- `mitigation_strategies` (array)
- `regulatory_details` (array)
- `sources` (array)
- `status` (string)
- `trade_flow_impact` (object)
- `warnings` (array)

### `africa_trade_finance_esg_rater` (~190 tokens)

Input parameters:

- `async` (boolean)
- `countryCode` (string)
- `institutionName` (string, required)
- `year` (number)

Output parameters:

- `carbonIntensity` (number)
- `environmentalScore` (number)
- `esgRating` (string)
- `governanceScore` (number)
- `socialScore` (number)
- `sources` (array)
- `status` (string)
- `tradeVolume` (number)
- `warnings` (array)

### `africa_trade_preference_arbitrage` (~220 tokens)

Input parameters:

- `async` (boolean)
- `exporting_country` (string, required)
- `hs_code` (string, required)
- `importing_country` (string)
- `preference_scheme` (string)
- `year` (integer)

Output parameters:

- `compliance_requirements` (array)
- `duty_savings_pct` (number)
- `market_access_score` (number)
- `preference_utilization_rate` (number)
- `sources` (array)
- `status` (string)
- `trade_volume_usd` (number)
- `warnings` (array)

### `africa_trade_preference_optimizer` (~277 tokens)

Input parameters:

- `async` (boolean)
- `destinationCountry` (string, required)
- `hsCode` (string, required)
- `originCountry` (string, required)
- `quantity` (number)
- `valueUsd` (number)

Output parameters:

- `alternativeRoutes` (array)
- `complianceWarnings` (array)
- `dutySavings` (number)
- `optimalRoute` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `ai_act_incident_response` (~192 tokens)

Input parameters:

- `affected_stakeholders` (array)
- `ai_system_type` (string)
- `async` (boolean)
- `incident_description` (string)
- `incident_type` (string, required)
- `severity` (string, required)

Output parameters:

- `compliance_checklist` (array)
- `next_steps` (array)
- `playbook_steps` (array)
- `regulator_notification` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `ai_act_training_data_audit` (~160 tokens)

Input parameters:

- `async` (boolean)
- `dataset_id` (string, required)
- `include_bias_metrics` (boolean)
- `risk_threshold` (number)

Output parameters:

- `bias_metrics` (object)
- `compliance_score` (number)
- `dataset_metadata` (object)
- `regulatory_warnings` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `banking_fee_negotiator` (~245 tokens)

Input parameters:

- `account_maintenance_fee` (number, required)
- `async` (boolean)
- `bank_country` (string, required)
- `credit_line_fee` (number)
- `industry` (string)
- `international_wire_fee` (number)
- `wire_transfer_fee` (number)

Output parameters:

- `account_maintenance_benchmark` (number)
- `credit_line_benchmark` (number)
- `international_wire_benchmark` (number)
- `negotiation_levers` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)
- `wire_transfer_benchmark` (number)

### `bond_covenant_monitor` (~171 tokens)

Input parameters:

- `async` (boolean)
- `covenantThresholds` (object)
- `ticker` (string, required)

Output parameters:

- `complianceStatus` (string)
- `debtToEquity` (number)
- `interestCoverage` (number)
- `lastFilingDate` (string)
- `leverageRatio` (number)
- `nextFilingDeadline` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `brand_equity_voice_share_calculator` (~155 tokens)

Input parameters:

- `async` (boolean)
- `brand` (string, required)
- `competitors` (array)
- `include_forums` (boolean)
- `time_range` (object, required)

Output parameters:

- `brand_voice_share` (number)
- `competitor_voice_shares` (array)
- `sentiment_distribution` (object)
- `sources` (array)
- `status` (string)
- `top_sources` (array)
- `total_mentions` (number)
- `warnings` (array)

### `cloud_cost_ri_optimizer` (~178 tokens)

Input parameters:

- `async` (boolean)
- `cloud_provider` (string, required)
- `instance_family` (string, required)
- `region` (string, required)
- `term` (string)
- `utilization` (number)

Output parameters:

- `break_even_months` (number)
- `cost_savings_percentage` (number)
- `on_demand_cost` (number)
- `recommended_ri_quantity` (number)
- `regional_demand_score` (number)
- `ri_cost` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `comp_benchmark_geo_delta` (~227 tokens)

Input parameters:

- `async` (boolean)
- `baseSalary` (number)
- `currency` (string)
- `hqLocation` (string, required)
- `jobRole` (string, required)
- `localLocation` (string, required)

Output parameters:

- `adjustedSalary` (number)
- `benchmarkDelta` (number)
- `confidenceScore` (number)
- `costOfLivingMultiplier` (number)
- `sources` (array)
- `status` (string)
- `taxImpact` (number)
- `warnings` (array)

### `content_evergreen_score_analyzer` (~171 tokens)

Input parameters:

- `async` (boolean)
- `fromDate` (string)
- `toDate` (string)
- `url` (string, required)

Output parameters:

- `backlinkCount` (number)
- `backlinkDomains` (number)
- `evergreenScore` (number)
- `firstSeen` (string)
- `lastSeen` (string)
- `sources` (array)
- `status` (string)
- `trafficTrend` (string)
- `warnings` (array)

### `incident_response_evidence_collector` (~202 tokens)

Input parameters:

- `async` (boolean)
- `date_range` (object)
- `incident_id` (string, required)
- `include_network_flows` (boolean)
- `mitre_technique_ids` (array)

Output parameters:

- `attack_patterns` (array)
- `incident_id` (string)
- `indicators` (array)
- `network_flows` (array)
- `sources` (array)
- `status` (string)
- `timeline` (array)
- `warnings` (array)

### `ip_contract_clause_extractor` (~211 tokens)

Input parameters:

- `async` (boolean)
- `contractText` (string, required)
- `includeContext` (boolean)
- `jurisdiction` (string)

Output parameters:

- `clauses` (array)
- `sources` (array)
- `status` (string)
- `summary` (object)
- `warnings` (array)

### `ip_employee_invention_tracker` (~221 tokens)

Input parameters:

- `async` (boolean)
- `companyName` (string, required)
- `employeeId` (string)
- `employeeName` (string, required)
- `endDate` (string)
- `startDate` (string)

Output parameters:

- `companyName` (string)
- `employeeId` (string)
- `employeeName` (string)
- `patents` (array)
- `sources` (array)
- `status` (string)
- `totalPatents` (number)
- `unassignedPatents` (number)
- `warnings` (array)

### `labor_law_alert_geo` (~214 tokens)

Input parameters:

- `async` (boolean)
- `jurisdiction` (string, required)
- `since` (string)
- `until` (string)

Output parameters:

- `changes` (array)
- `last_updated` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `lnd_ai_skill_forecast` (~242 tokens)

Input parameters:

- `async` (boolean)
- `horizon_months` (number)
- `region` (string, required)
- `skills` (array, required)

Output parameters:

- `forecast` (array)
- `metadata` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `lnd_skill_taxonomy_builder` (~222 tokens)

Input parameters:

- `async` (boolean)
- `industry` (string, required)
- `jobRole` (string)
- `skillCluster` (string)
- `timeRange` (string)

Output parameters:

- `industryTrends` (object)
- `skillTaxonomy` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `logistics_esg_incident_tracker` (~230 tokens)

Input parameters:

- `async` (boolean)
- `endDate` (string)
- `incidentType` (string, required)
- `region` (string, required)
- `severity` (string)
- `startDate` (string)

Output parameters:

- `incidents` (array)
- `sources` (array)
- `status` (string)
- `summary` (object)
- `warnings` (array)

### `ma_arbitrage_hunter` (~236 tokens)

Input parameters:

- `async` (boolean)
- `primaryJurisdiction` (string, required)
- `secondaryJurisdiction` (string)
- `sector` (string)
- `targetTicker` (string, required)
- `valuationMetric` (string)

Output parameters:

- `fxRate` (number)
- `jurisdictionPremium` (number)
- `peerMultiples` (object)
- `primaryValuation` (number)
- `secondaryValuation` (number)
- `sources` (array)
- `status` (string)
- `targetCompany` (string)
- `valuationGap` (number)
- `warnings` (array)

### `ma_tax_efficiency_mapper` (~240 tokens)

Input parameters:

- `acquirer_jurisdiction` (string, required)
- `async` (boolean)
- `deal_structure` (string)
- `include_transfer_pricing` (boolean)
- `target_jurisdiction` (string, required)
- `transaction_value` (number)

Output parameters:

- `acquirer_tax_rates` (object)
- `efficiency_score` (number)
- `permanent_establishment_risk` (string)
- `sources` (array)
- `status` (string)
- `target_tax_rates` (object)
- `tax_treaties` (array)
- `transfer_pricing_risk` (string)
- `warnings` (array)

### `manufacturing_esg_compliance_mapper` (~214 tokens)

Input parameters:

- `async` (boolean)
- `facilityIds` (array, required)
- `includeGri` (boolean)
- `region` (string)
- `year` (number)

Output parameters:

- `facilities` (array)
- `sources` (array)
- `status` (string)
- `summary` (object)
- `warnings` (array)

### `manufacturing_waste_heatmap` (~207 tokens)

Input parameters:

- `async` (boolean)
- `region` (string)
- `site_ids` (array)
- `waste_types` (array)
- `year` (number, required)

Output parameters:

- `benchmark_data` (object)
- `heatmap_data` (object)
- `opportunities` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `observability_log_pattern_miner` (~252 tokens)

Input parameters:

- `async` (boolean)
- `log_source` (string)
- `max_results` (integer)
- `tactic` (string, required)
- `technique` (string)
- `threat_actor` (string)

Output parameters:

- `metadata` (object)
- `patterns` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `observability_metric_anomaly_detector` (~174 tokens)

Input parameters:

- `async` (boolean)
- `instanceType` (string)
- `metricType` (string, required)
- `observedValue` (number, required)
- `region` (string)

Output parameters:

- `anomalyScore` (number)
- `benchmarkValue` (number)
- `cveRisks` (array)
- `deviationPercent` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `patent_ownership_audit` (~206 tokens)

Input parameters:

- `async` (boolean)
- `dateRange` (object)
- `employeeIds` (array)
- `employeeNames` (array, required)

Output parameters:

- `gaps` (array)
- `patents` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `payment_rails_cost_analyzer` (~224 tokens)

Input parameters:

- `amount` (number, required)
- `async` (boolean)
- `destination_country` (string, required)
- `destination_currency` (string)
- `source_country` (string, required)
- `source_currency` (string)

Output parameters:

- `amount` (number)
- `destination_country` (string)
- `destination_currency` (string)
- `fx_rate` (number)
- `settlement_time` (object)
- `source_country` (string)
- `source_currency` (string)
- `sources` (array)
- `status` (string)
- `total_cost` (object)
- `warnings` (array)

### `procurement_okr_esg_aligner` (~163 tokens)

Input parameters:

- `async` (boolean)
- `esgFocusAreas` (array, required)
- `industrySector` (string)
- `procurementObjectives` (array, required)

Output parameters:

- `alignmentScores` (array)
- `benchmarkComparison` (object)
- `overallAlignmentScore` (number)
- `recommendations` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `procurement_six_sigma_waste_hunter` (~228 tokens)

Input parameters:

- `async` (boolean)
- `include_ted_data` (boolean)
- `organizational_unit` (string)
- `procurement_category` (string, required)
- `six_sigma_tool` (string)
- `time_period` (string, required)

Output parameters:

- `cost_impact_estimate` (number)
- `process_improvement_recommendations` (array)
- `sources` (array)
- `status` (string)
- `ted_data_coverage` (number)
- `warnings` (array)
- `waste_classification` (object)

### `social_engagement_velocity_tracker` (~144 tokens)

Input parameters:

- `async` (boolean)
- `hours` (number)
- `platforms` (array, required)

Output parameters:

- `engagement` (object)
- `sources` (array)
- `status` (string)
- `trends` (array)
- `warnings` (array)

### `social_influencer_fake_follower_detector` (~169 tokens)

Input parameters:

- `async` (boolean)
- `influencerHandles` (array, required)
- `platform` (string, required)

Output parameters:

- `results` (array)
- `sources` (array)
- `status` (string)
- `summary` (object)
- `warnings` (array)

### `sovereign_data_breach_impact` (~208 tokens)

Input parameters:

- `async` (boolean)
- `detection_time_days` (number)
- `industry` (string)
- `jurisdictions` (array, required)
- `records_lost` (number, required)

Output parameters:

- `cost_per_record_usd` (number)
- `cyber_insurance_impact` (object)
- `regulatory_fines_usd` (object)
- `reputational_damage_usd` (number)
- `sources` (array)
- `status` (string)
- `total_cost_usd` (number)
- `warnings` (array)

### `sre_slo_breach_predictor` (~152 tokens)

Input parameters:

- `async` (boolean)
- `service_components` (array, required)
- `time_window_hours` (number)

Output parameters:

- `breach_probability` (number)
- `incident_reports` (array)
- `recommended_actions` (array)
- `sources` (array)
- `status` (string)
- `top_ttp_contributors` (array)
- `warnings` (array)

### `talent_contract_risk_mapper` (~205 tokens)

Input parameters:

- `async` (boolean)
- `contract_text` (string, required)
- `effective_date` (string)
- `employee_role` (string)
- `jurisdiction` (string, required)

Output parameters:

- `conflicting_statutes` (array)
- `risk_summary` (object)
- `sources` (array)
- `status` (string)
- `suggested_revisions` (array)
- `warnings` (array)

### `talent_legal_dashboard` (~157 tokens)

Input parameters:

- `async` (boolean)
- `employeeCount` (number, required)
- `includeIP` (boolean)
- `includeLaborLaw` (boolean)
- `jurisdiction` (string, required)
- `riskThreshold` (number)

Output parameters:

- `alerts` (array)
- `lastUpdated` (string)
- `riskScore` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `talent_litigation_exposure` (~202 tokens)

Input parameters:

- `async` (boolean)
- `company_location` (string, required)
- `employee_count` (number)
- `industry_code` (string, required)
- `lookback_years` (number)

Output parameters:

- `avg_settlement` (number)
- `exposure_score` (number)
- `historical_trend` (string)
- `industry_benchmark` (number)
- `lawsuit_frequency` (number)
- `sources` (array)
- `status` (string)
- `top_risk_factors` (array)
- `warnings` (array)

### `talent_poaching_risk` (~202 tokens)

Input parameters:

- `async` (boolean)
- `benchmark_job_title` (string)
- `department` (string, required)
- `location` (string)
- `min_tenure_months` (number)

Output parameters:

- `benchmark_comparison` (object)
- `department_avg_risk` (number)
- `risk_assessment` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `trade_finance_eligibility` (~186 tokens)

Input parameters:

- `annualTradeVolumeUSD` (number)
- `async` (boolean)
- `counterpartyCountryCode` (string, required)
- `counterpartyCreditRating` (string)
- `industrySector` (string, required)

Output parameters:

- `countryRiskScore` (number)
- `eligibility` (boolean)
- `financingTerms` (object)
- `maxFinancingAmountUSD` (number)
- `recommendedInstruments` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `vendor_esg_blacklist_monitor` (~202 tokens)

Input parameters:

- `async` (boolean)
- `vendorId` (string)
- `vendorName` (string, required)
- `year` (number)

Output parameters:

- `blacklisted` (boolean)
- `cdpDisclosureScore` (string)
- `esgRiskScore` (number)
- `griAligned` (boolean)
- `sources` (array)
- `status` (string)
- `vendorId` (string)
- `vendorName` (string)
- `violations` (array)
- `warnings` (array)

### `vendor_esg_diversity_scanner` (~190 tokens)

Input parameters:

- `async` (boolean)
- `supplierId` (string)
- `supplierName` (string, required)
- `year` (number)

Output parameters:

- `complianceScore` (number)
- `diversityDisclosures` (object)
- `reportLinks` (array)
- `sources` (array)
- `status` (string)
- `supplierName` (string)
- `warnings` (array)

### `vertical_ai_agent_governance` (~187 tokens)

Input parameters:

- `ai_adoption_level` (string)
- `async` (boolean)
- `include_benchmarks` (boolean)
- `industry` (string, required)
- `target_roles` (array)
- `workforce_size` (number, required)

Output parameters:

- `collaboration_metrics` (object)
- `governance_recommendations` (array)
- `integration_roadmap` (object)
- `skill_gap_analysis` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `vuln_exploitability_forecast` (~167 tokens)

Input parameters:

- `async` (boolean)
- `cloudProvider` (string)
- `cveId` (string, required)
- `includeDetails` (boolean)

Output parameters:

- `cloudExposure` (object)
- `cveId` (string)
- `epssPercentile` (number)
- `epssScore` (number)
- `lastUpdated` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `vuln_patch_priority_engine` (~230 tokens)

Input parameters:

- `async` (boolean)
- `awsServices` (array)
- `cveIds` (array, required)
- `maxResults` (number)

Output parameters:

- `prioritizedCves` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `x402_liquidity_monitor` (~200 tokens)

Input parameters:

- `async` (boolean)
- `depthLevels` (array)
- `exchanges` (array)
- `slippageThreshold` (number, required)

Output parameters:

- `liquidityDepth` (object)
- `midPrice` (number)
- `priceImpact` (object)
- `slippageAlerts` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `x402_payment_flow_analyzer` (~186 tokens)

Input parameters:

- `address` (string, required)
- `async` (boolean)
- `depth` (number)
- `includeRiskScore` (boolean)
- `txHash` (string)

Output parameters:

- `complianceFlags` (array)
- `exposureSummary` (object)
- `flowId` (string)
- `riskScore` (number)
- `sources` (array)
- `status` (string)
- `transactionPath` (array)
- `warnings` (array)

### `x402_payment_fraud_detector` (~164 tokens)

Input parameters:

- `amountThreshold` (number)
- `async` (boolean)
- `includeHistory` (boolean)
- `transactionHash` (string, required)
- `walletAddress` (string)

Output parameters:

- `fraudIndicators` (array)
- `isSuspicious` (boolean)
- `riskScore` (number)
- `sanctionsMatch` (boolean)
- `sources` (array)
- `status` (string)
- `transactionHistory` (array)
- `warnings` (array)

### `adversarial_input_stress_tester` (~201 tokens)

Input parameters:

- `adversarialDataset` (array)
- `async` (boolean)
- `maxTests` (integer)
- `modelOutput` (string, required)
- `sensitivityThreshold` (number)

Output parameters:

- `adversarialExamples` (array)
- `failureModes` (array)
- `riskScore` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `ai_act_sandbox_regulatory_sandbox` (~221 tokens)

Input parameters:

- `async` (boolean)
- `documentation` (array)
- `intendedUse` (string, required)
- `riskLevel` (string, required)
- `sector` (string)
- `systemDescription` (string, required)

Output parameters:

- `assessment` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `bias_amplification_tracker` (~178 tokens)

Input parameters:

- `async` (boolean)
- `demographicGroups` (array)
- `modelId` (string)
- `outputSamples` (array)

Output parameters:

- `biasMetrics` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `bond_covenant_esg_compliance_checker` (~217 tokens)

Input parameters:

- `async` (boolean)
- `couponType` (string)
- `covenantText` (string, required)
- `issuerSector` (string)
- `jurisdiction` (string)
- `maturityDate` (string)

Output parameters:

- `complianceScore` (number)
- `recommendations` (array)
- `riskAreas` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `change_failure_root_cause_classifier` (~162 tokens)

Input parameters:

- `async` (boolean)
- `incident_id` (string)
- `pr_url` (string, required)
- `snyk_org_id` (string)
- `time_range_days` (number)

Output parameters:

- `root_causes` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `code_review_depth_optimizer` (~188 tokens)

Input parameters:

- `async` (boolean)
- `repository` (string, required)
- `riskTolerance` (string)
- `teamSize` (number)
- `timeRangeDays` (number, required)

Output parameters:

- `recommendation` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `dora_metrics_deep_dive` (~184 tokens)

Input parameters:

- `async` (boolean)
- `branch` (string)
- `repo` (string, required)
- `since` (string)
- `until` (string)

Output parameters:

- `metrics` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `dora_operational_resilience_stress_tes` (~179 tokens)

Input parameters:

- `async` (boolean)
- `entityType` (string, required)
- `existingMitigations` (array)
- `failureDurationHours` (number, required)
- `ictServiceType` (string, required)
- `impactRadius` (string, required)

Output parameters:

- `recommendedMitigations` (array)
- `regulatoryGaps` (array)
- `resilienceScore` (number)
- `simulationTimestamp` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `dpdp_consent_artifact_generator` (~193 tokens)

Input parameters:

- `async` (boolean)
- `dataCategories` (array)
- `dataSubjectId` (string, required)
- `legalBasis` (string, required)
- `processingPurpose` (string, required)
- `retentionPeriodDays` (number)

Output parameters:

- `artifact` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `dual_use_export_risk_mapper` (~151 tokens)

Input parameters:

- `async` (boolean)
- `bomItems` (array, required)
- `includeSources` (boolean)

Output parameters:

- `results` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `dual_use_tech_diversion_monitor` (~180 tokens)

Input parameters:

- `async` (boolean)
- `companyId` (string)
- `route` (object)
- `shipmentId` (string)
- `techCategory` (string)

Output parameters:

- `diversionRisk` (number)
- `matches` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `executive_comp_peer_benchmark` (~163 tokens)

Input parameters:

- `async` (boolean)
- `companyTicker` (string, required)
- `executiveName` (string, required)
- `executiveTitle` (string, required)
- `fiscalYear` (number)
- `peerGroup` (object)

Output parameters:

- `compensation` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `global_salary_inflation_adjuster` (~144 tokens)

Input parameters:

- `async` (boolean)
- `baseSalary` (number, required)
- `countryCode` (string, required)
- `referenceYear` (number, required)
- `targetYear` (number)

Output parameters:

- `adjustedSalary` (number)
- `countryCode` (string)
- `inflationRate` (number)
- `referenceYear` (number)
- `sources` (array)
- `status` (string)
- `targetYear` (number)
- `warnings` (array)

### `hallucination_confidence_meter` (~170 tokens)

Input parameters:

- `async` (boolean)
- `model_id` (string)
- `text` (string, required)
- `threshold` (number)

Output parameters:

- `confidence_scores` (array)
- `hallucination_likelihood` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `hr_benefits_esg_aligner` (~194 tokens)

Input parameters:

- `async` (boolean)
- `companyLocation` (string, required)
- `currentBenefits` (array, required)
- `esgFocus` (array)
- `industryCode` (string, required)

Output parameters:

- `overallESGAlignmentScore` (number)
- `recommendations` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `jailbreak_attempt_detector` (~176 tokens)

Input parameters:

- `async` (boolean)
- `context` (string)
- `message` (string, required)
- `threshold` (number)

Output parameters:

- `isJailbreakAttempt` (boolean)
- `patternsMatched` (array)
- `riskScore` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `lgpd_data_subject_rights_automator` (~190 tokens)

Input parameters:

- `async` (boolean)
- `requestType` (string, required)
- `scope` (array)
- `urgency` (string)
- `userIdentifier` (string, required)

Output parameters:

- `complianceStatus` (string)
- `dataCategories` (array)
- `erasureDeadline` (string)
- `retentionPeriodDays` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `model_behavior_drift_monitor` (~164 tokens)

Input parameters:

- `async` (boolean)
- `baselineMetrics` (object)
- `currentOutputs` (array)
- `modelIdentifier` (string, required)
- `threshold` (number)

Output parameters:

- `driftMetrics` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `model_safety_certification_checker` (~141 tokens)

Input parameters:

- `async` (boolean)
- `certification_id` (string)
- `model_id` (string, required)
- `standard` (string)

Output parameters:

- `compliance` (boolean)
- `last_verified` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `mttr_breakdown_analyzer` (~236 tokens)

Input parameters:

- `async` (boolean)
- `githubToken` (string, required)
- `repo` (string, required)
- `since` (string, required)
- `snykToken` (string)
- `until` (string, required)

Output parameters:

- `breakdown` (object)
- `sources` (array)
- `status` (string)
- `topContributors` (array)
- `warnings` (array)

### `nis2_supply_chain_dependency_map` (~195 tokens)

Input parameters:

- `async` (boolean)
- `depth` (number)
- `organizationId` (string, required)
- `scope` (string)
- `sector` (string)

Output parameters:

- `dependencies` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `oss_dependency_velocity_tracker` (~156 tokens)

Input parameters:

- `async` (boolean)
- `lookbackDays` (number)
- `packages` (array, required)

Output parameters:

- `metrics` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `ossf_scorecard_trend_analyzer` (~185 tokens)

Input parameters:

- `async` (boolean)
- `lookbackDays` (number)
- `minScoreThreshold` (number)
- `repositories` (array, required)

Output parameters:

- `results` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `programmatic_attribution_calibrator` (~215 tokens)

Input parameters:

- `async` (boolean)
- `confidenceThreshold` (number)
- `endDate` (string, required)
- `impressionIds` (array)
- `modelId` (string, required)
- `startDate` (string, required)

Output parameters:

- `calibrationMetrics` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `programmatic_brand_safety_auditor` (~186 tokens)

Input parameters:

- `async` (boolean)
- `categories` (array)
- `domain` (string, required)
- `gdprConsent` (string)
- `url` (string, required)

Output parameters:

- `flags` (array)
- `gdprCompliant` (boolean)
- `riskLevel` (string)
- `score` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `repo_rate_arbitrage_scanner` (~144 tokens)

Input parameters:

- `async` (boolean)
- `currency` (string)
- `endDate` (string)
- `minDifferential` (number)
- `startDate` (string)

Output parameters:

- `opportunities` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `retail_media_attribution_bridge` (~190 tokens)

Input parameters:

- `async` (boolean)
- `campaignIds` (array, required)
- `channels` (array)
- `confidenceThreshold` (number)
- `endDate` (string, required)
- `startDate` (string, required)

Output parameters:

- `attribution` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `retail_media_esg_compliance` (~183 tokens)

Input parameters:

- `async` (boolean)
- `checkESG` (boolean)
- `checkGDPR` (boolean)
- `domains` (array)
- `networkIds` (array)

Output parameters:

- `sources` (array)
- `status` (string)
- `summary` (object)
- `warnings` (array)

### `sabbatical_policy_comparator` (~170 tokens)

Input parameters:

- `async` (boolean)
- `companySize` (number, required)
- `currentPolicy` (object, required)
- `industry` (string, required)
- `peerGroup` (array)

Output parameters:

- `benchmark` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `safety_guardrail_breach_analyzer` (~177 tokens)

Input parameters:

- `async` (boolean)
- `context` (string)
- `includeMitigations` (boolean)
- `llmOutput` (string, required)
- `severityThreshold` (number)

Output parameters:

- `breaches` (array)
- `complianceScore` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `safety_violation_incident_logger` (~147 tokens)

Input parameters:

- `async` (boolean)
- `description` (string, required)
- `metadata` (object)
- `severity` (string, required)
- `timestamp` (string, required)
- `violationType` (string, required)

Output parameters:

- `complianceCategory` (string)
- `incidentId` (string)
- `nistReference` (string)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `supply_chain_fx_exposure_dashboard` (~192 tokens)

Input parameters:

- `async` (boolean)
- `baseCurrency` (string, required)
- `riskThreshold` (number)
- `supplierIds` (array)
- `targetCurrencies` (array, required)

Output parameters:

- `data` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `syndicated_loan_covenant_breach_alert` (~164 tokens)

Input parameters:

- `async` (boolean)
- `covenantThresholds` (object, required)
- `currency` (string)
- `loanId` (string, required)
- `reportingPeriod` (string, required)

Output parameters:

- `breaches` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `syndicated_loan_pricing_benchmark` (~210 tokens)

Input parameters:

- `async` (boolean)
- `creditRating` (string, required)
- `currency` (string, required)
- `loanAmount` (number, required)
- `region` (string)
- `tenor` (string, required)

Output parameters:

- `benchmarks` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `tariff_arbitrage_finder` (~166 tokens)

Input parameters:

- `annualVolume` (number)
- `async` (boolean)
- `countryOfOrigin` (string, required)
- `currentDutyRate` (number)
- `currentHsCode` (string, required)
- `productDescription` (string, required)

Output parameters:

- `opportunities` (array)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `tariff_impact_simulator` (~176 tokens)

Input parameters:

- `async` (boolean)
- `countryOfOrigin` (string, required)
- `currentTariffRate` (number, required)
- `hsCode` (string, required)
- `productValue` (number, required)
- `proposedTariffRate` (number, required)
- `shippingCost` (number)

Output parameters:

- `costImpact` (number)
- `costImpactPercentage` (number)
- `currentDuty` (number)
- `currentLandedCost` (number)
- `dutyDifference` (number)
- `proposedDuty` (number)
- `proposedLandedCost` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `working_capital_esg_impact_rater` (~229 tokens)

Input parameters:

- `async` (boolean)
- `currency` (string)
- `esgRiskScore` (number, required)
- `region` (string, required)
- `sector` (string, required)
- `workingCapitalRatio` (number)

Output parameters:

- `esgFactorBreakdown` (object)
- `impactRating` (number)
- `liquidityRiskIndicator` (number)
- `sources` (array)
- `status` (string)
- `warnings` (array)
- `workingCapitalAdjustment` (number)

### `working_capital_fx_hedge_optimizer` (~263 tokens)

Input parameters:

- `async` (boolean)
- `baseCurrency` (string, required)
- `riskAppetite` (string)
- `targetCurrencies` (array, required)
- `timeHorizonDays` (number)
- `workingCapitalAmounts` (object, required)

Output parameters:

- `recommendations` (object)
- `sources` (array)
- `status` (string)
- `warnings` (array)

### `abm_architect` (~188 tokens)

Input parameters:

- `abmBudgetEur` (number)
- `async` (boolean)
- `company` (object, required)
- `currentChannels` (array)
- `icpCriteria` (array, required)
- `product` (object, required)
- `salesTeam` (object)
- `targetAccounts` (array, required)

### `account_expansion_mapper` (~158 tokens)

Input parameters:

- `accounts` (array, required)
- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `ownership` (object, required)

### `action_plan_esg` (~175 tokens)

Input parameters:

- `ambitions` (object, required)
- `async` (boolean)
- `availableResources` (object, required)
- `company` (object, required)
- `currentScores` (object)
- `focus` (string)
- `horizon` (string, required)
- `targetLabels` (array)

### `ai_governance_pilot` (~150 tokens)

Input parameters:

- `aiUseCases` (array, required)
- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `targetFrameworks` (array, required)

### `anti_demissions_hr` (~146 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `employees` (array, required)
- `focus` (string)
- `signals` (object, required)

### `attack_surface_monitor` (~293 tokens)

Input parameters:

- `async` (boolean)
- `domain` (string, required)
- `exclusions` (array)
- `focus` (string)
- `include_email_surface` (boolean, required)
- `scope_cidrs` (array)

### `audit_pre_flight` (~158 tokens)

Input parameters:

- `async` (boolean)
- `audit` (object, required)
- `company` (object, required)
- `financials` (object, required)
- `knownIssues` (array, required)
- `systems` (array, required)

### `battle_cards_live` (~160 tokens)

Input parameters:

- `async` (boolean)
- `competitor` (object, required)
- `dealContext` (object, required)
- `knownWeaknesses` (string)
- `ourOffer` (string, required)

### `battle_plan` (~202 tokens)

Input parameters:

- `arrCurrent` (number, required)
- `arrTarget` (number, required)
- `async` (boolean)
- `budgetEur` (number, required)
- `companyName` (string, required)
- `currentBlockers` (array, required)
- `icpDescription` (string, required)
- `primaryObjective` (string, required)
- `quarter` (string, required)
- `teamSize` (number, required)
- `topChannels` (array, required)

### `bp_narratif` (~123 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `keyMetrics` (array, required)
- `raise` (object, required)

### `brand_builder` (~140 tokens)

Input parameters:

- `async` (boolean)
- `brand` (object, required)
- `existingAssets` (object)
- `founder` (object, required)
- `target` (object, required)

### `budget_variance_ai` (~298 tokens)

Input parameters:

- `async` (boolean)
- `budgetContext` (object, required)
- `entity` (object, required)
- `focus` (string)

### `cap_table_strategist` (~160 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `currentCapTable` (object, required)
- `focus` (string)
- `founderObjectives` (string, required)
- `plannedRounds` (array, required)

### `capacity_planning` (~174 tokens)

Input parameters:

- `async` (boolean)
- `benchmarks` (object)
- `company` (object, required)
- `constraints` (array)
- `currentTeam` (object, required)
- `financials` (object, required)
- `hiringBudgetEur` (number)

### `capital_strategy` (~146 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `financialPosition` (object, required)
- `founderConstraints` (object, required)
- `growthPlan` (object, required)

### `carbon_roadmap` (~159 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `perimeter` (object, required)
- `reductionTargets` (object)
- `scope1Sources` (array)
- `scope2Sources` (array, required)
- `scope3Activities` (array)

### `champion_mapping` (~141 tokens)

Input parameters:

- `async` (boolean)
- `deal` (object, required)
- `knownContacts` (array, required)
- `sellerContext` (object, required)

### `churn_defender` (~151 tokens)

Input parameters:

- `accounts` (array, required)
- `analysisWindowDays` (integer, required)
- `async` (boolean)
- `company` (object, required)
- `csrContext` (string)

### `clinical_evidence_briefer` (~329 tokens)

Input parameters:

- `async` (boolean)
- `date_range_years` (integer, required)
- `evidence_focus` (string, required)
- `intervention` (string)
- `intervention_type` (string)
- `max_studies` (integer, required)
- `target_disease` (string)
- `topic` (string, required)

### `comp_plan_architect` (~177 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `currentChallenges` (array, required)
- `geography` (string)
- `preferredStructure` (string)
- `salesTeam` (object, required)
- `targets` (object, required)

### `competitor_moves` (~166 tokens)

Input parameters:

- `async` (boolean)
- `competitors` (array, required)
- `focus` (string)
- `selfCompany` (object, required)

### `competitor_pricing_radar` (~161 tokens)

Input parameters:

- `async` (boolean)
- `competitors` (array, required)
- `focus` (string)
- `selfCompany` (object, required)

### `competitor_profiles` (~156 tokens)

Input parameters:

- `async` (boolean)
- `competitors` (array, required)
- `focus` (string)
- `selfCompany` (object, required)

### `competitor_recommendations` (~169 tokens)

Input parameters:

- `async` (boolean)
- `competitors` (array, required)
- `focus` (string)
- `selfCompany` (object, required)

### `content_engine` (~139 tokens)

Input parameters:

- `async` (boolean)
- `brand` (object, required)
- `cluster` (object, required)
- `maxArticlesPerMonth` (integer, required)
- `months` (integer, required)

### `contract_risk_scanner` (~135 tokens)

Input parameters:

- `async` (boolean)
- `contractContext` (object, required)
- `contractText` (string, required)
- `focus` (string)

### `cross_sell_reco` (~144 tokens)

Input parameters:

- `account` (object, required)
- `async` (boolean)
- `company` (object, required)
- `portfolio` (array, required)

### `customer_marketing` (~170 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `contentBudgetEur` (number)
- `customers` (array, required)
- `goals` (array, required)
- `product` (object, required)
- `targetUseCases` (array)

### `customer_voice_synth` (~149 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `dataSources` (array, required)
- `repositioningFocus` (string)
- `targetSegments` (array, required)

### `cyber_risk_auditor` (~162 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `currentPosture` (object, required)
- `focus` (string)
- `techStack` (object, required)

### `deal_coach` (~153 tokens)

Input parameters:

- `async` (boolean)
- `buyingCommittee` (array, required)
- `deal` (object, required)
- `focus` (string)
- `knownContext` (string, required)

### `deal_structurer` (~138 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `deal` (object, required)

### `discovery_prep` (~145 tokens)

Input parameters:

- `async` (boolean)
- `contact` (object, required)
- `meetingGoal` (string)
- `ourOffer` (string, required)
- `prospect` (object, required)

### `diversity_inclusion_metrics` (~146 tokens)

Input parameters:

- `ambitions` (string, required)
- `async` (boolean)
- `company` (object, required)
- `currentState` (object, required)
- `focus` (string)
- `regulatoryContext` (array)

### `domain_tech_fingerprint` (~262 tokens)

Input parameters:

- `async` (boolean)
- `depth` (string, required)
- `focus` (string, required)
- `target_domain` (string, required)

### `earnings_reviewer` (~152 tokens)

Input parameters:

- `analystFocus` (string)
- `async` (boolean)
- `company` (object, required)
- `quarter` (object, required)
- `secFilingContext` (string)
- `transcriptExcerpt` (string, required)

### `enps_auto` (~170 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `context` (object, required)
- `focus` (string)
- `presenterScript` (array)
- `segmentation` (object, required)
- `toolStack` (object, required)

### `esrs_narrative_builder` (~182 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `context` (object, required)
- `focus` (string)
- `presenterScript` (array)
- `scope` (object, required)

### `event_marketing` (~174 tokens)

Input parameters:

- `annualBudgetEur` (number, required)
- `async` (boolean)
- `company` (object, required)
- `currentEvents` (array, required)
- `geography` (array, required)
- `objectives` (array, required)
- `targetAudience` (string, required)
- `teamSize` (number, required)

### `fraud_detector` (~156 tokens)

Input parameters:

- `analysisPeriodDays` (integer, required)
- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `transactionVolumes` (object, required)

### `funding_hunter` (~150 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `financials` (object, required)
- `preferences` (object, required)
- `project` (object, required)

### `geographic_expansion` (~183 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `constraints` (array)
- `expansionHorizonMonths` (integer)
- `financials` (object)
- `preferredEntryMode` (string)
- `product` (object, required)
- `targetMarkets` (array, required)

### `gl_reconciler` (~284 tokens)

Input parameters:

- `async` (boolean)
- `entity` (object, required)
- `focus` (string)
- `ledgerContext` (object, required)

### `growth_path_architect` (~158 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `constraints` (object, required)
- `currentDrivers` (array, required)
- `growthTarget` (object, required)

### `industry_classifier_naics_sic` (~288 tokens)

Input parameters:

- `async` (boolean)
- `company_description` (string, required)
- `company_name` (string)
- `company_url` (string)
- `focus_classifications` (array)
- `primary_revenue_source` (string)

### `infra_blueprint_designer` (~330 tokens)

Input parameters:

- `async` (boolean)
- `budget_monthly_eur` (number)
- `business_context` (string)
- `cloud_preference` (array)
- `compliance_required` (array)
- `expected_load` (string, required)
- `region_preference` (string, required)
- `team_size` (integer)
- `workload_type` (string, required)

### `insurance_coverage_analyzer` (~189 tokens)

Input parameters:

- `arrEur` (number, required)
- `async` (boolean)
- `companyName` (string, required)
- `currentPolicies` (array, required)
- `employeeCount` (number, required)
- `jurisdiction` (string, required)
- `objectives` (array, required)
- `riskProfile` (object, required)
- `sector` (string, required)

### `internal_communication` (~127 tokens)

Input parameters:

- `async` (boolean)
- `audienceSegments` (array, required)
- `company` (object, required)
- `context` (object, required)
- `focus` (string)

### `investor_list` (~151 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `existingInvestors` (array)
- `round` (object, required)

### `investor_shortlist` (~160 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `preferences` (object, required)
- `round` (object, required)

### `ip_protection_pilot` (~170 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `competitors` (array, required)
- `focus` (string)
- `patentPortfolioSummary` (string, required)
- `targetMarkets` (array, required)

### `knowledge_base_auto` (~147 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `sources` (array, required)
- `topPainPoints` (string, required)

### `kyc_screener` (~160 tokens)

Input parameters:

- `async` (boolean)
- `entities` (array, required)
- `onboardingPacket` (object, required)
- `riskAppetite` (string, required)
- `screeningScope` (object, required)

### `ld_architect` (~154 tokens)

Input parameters:

- `async` (boolean)
- `budget` (object, required)
- `company` (object, required)
- `learningNeeds` (array, required)
- `team` (object, required)

### `lead_magnets` (~138 tokens)

Input parameters:

- `async` (boolean)
- `brand` (object, required)
- `icp` (object, required)
- `leadMagnet` (object, required)

### `ma_deal_screener` (~138 tokens)

Input parameters:

- `acquirer` (object, required)
- `async` (boolean)
- `criteria` (object, required)
- `focus` (string)

### `margin_doctor` (~151 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `deals` (array, required)
- `product` (object, required)

### `margin_doctor_finance` (~175 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `costBreakdown` (array, required)
- `incomeStatement` (object, required)
- `marginTargets` (object, required)
- `unitEconomics` (object, required)

### `market_entry_strategist` (~160 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `preferences` (object, required)
- `targetMarket` (object, required)

### `market_sizing` (~163 tokens)

Input parameters:

- `approach` (array)
- `async` (boolean)
- `competitorComps` (array)
- `horizon` (string)
- `product` (object, required)
- `target` (object, required)

### `marketing_roi_dashboard` (~199 tokens)

Input parameters:

- `arpuEur` (number, required)
- `async` (boolean)
- `channelData` (array, required)
- `companyName` (string, required)
- `currentAttributionModel` (string, required)
- `periodLabel` (string, required)
- `targetAttributionModel` (string, required)
- `totalMarketingBudgetEur` (number, required)
- `totalRevenueAttribEur` (number, required)

### `meddic_scoring` (~166 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `deals` (array, required)
- `product` (object, required)
- `salesCycle` (object)
- `targetWinRate` (number)

### `onboarding_salaries` (~154 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `roles` (array, required)

### `operational_dashboards` (~163 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `departments` (array, required)
- `kpiRequests` (array, required)
- `primaryDashboardTool` (string)
- `techStack` (array, required)

### `outbound_sequencer` (~153 tokens)

Input parameters:

- `async` (boolean)
- `excludedAngles` (string)
- `icp` (object, required)
- `offer` (object, required)
- `targetAccounts` (array)

### `paid_ads_optimizer` (~170 tokens)

Input parameters:

- `async` (boolean)
- `audienceDescription` (string, required)
- `campaigns` (array, required)
- `company` (object, required)
- `targetMetric` (string, required)
- `totalMonthlyBudgetEur` (number, required)

### `pentest_scope_estimator` (~307 tokens)

Input parameters:

- `asset_count` (integer)
- `async` (boolean)
- `business_context` (string, required)
- `compliance_frameworks` (array)
- `engagement_type` (string)
- `retest_included` (boolean)
- `scope_type` (string, required)
- `target_geos` (array)
- `tech_stack` (array, required)

### `positioning_strategist` (~176 tokens)

Input parameters:

- `aspirations` (string)
- `async` (boolean)
- `company` (object, required)
- `competitors` (array, required)
- `currentWeaknesses` (array)
- `customerPains` (array, required)
- `market` (object, required)
- `product` (object, required)

### `press_influencer` (~160 tokens)

Input parameters:

- `announcement` (object, required)
- `async` (boolean)
- `budget` (number)
- `company` (object, required)
- `targetAudience` (string, required)
- `targetMedia` (array, required)

### `pricing_in_deal` (~157 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `deal` (object, required)
- `negotiationContext` (object, required)
- `redLines` (object, required)

### `pricing_strategist` (~164 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `competitors` (array, required)
- `currentPricing` (object, required)
- `focus` (string)
- `valueProposition` (string, required)

### `privacy_compliance_audit` (~166 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `presenterScript` (array)
- `processingActivities` (array, required)
- `targetFrameworks` (array, required)

### `process_mapping` (~155 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `presenterScript` (array)
- `processes` (array, required)

### `process_mining` (~167 tokens)

Input parameters:

- `async` (boolean)
- `companyName` (string, required)
- `employeeCount` (number, required)
- `mainSystems` (array, required)
- `objectives` (array, required)
- `revenueLostEstimateEur` (number)
- `topProcesses` (array, required)

### `procurement_spend_optim` (~163 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `spendCategories` (array, required)
- `topSuppliers` (array, required)

### `proposal_generator` (~150 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `dealContext` (object)
- `offer` (object, required)
- `prospect` (object, required)

### `qa_pre_flight` (~148 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `founderContext` (object, required)
- `round` (object, required)

### `qbr_auto` (~178 tokens)

Input parameters:

- `async` (boolean)
- `challenges` (array, required)
- `company` (object, required)
- `customer` (object, required)
- `metrics` (object, required)
- `nextQuarterGoals` (array, required)
- `period` (object, required)
- `wins` (array, required)

### `re_deal_screener` (~393 tokens)

Input parameters:

- `address` (string, required)
- `asking_price_eur` (number, required)
- `async` (boolean)
- `country_iso2` (string, required)
- `current_noi_eur` (number)
- `deal_type` (string, required)
- `gross_area_sqm` (number)
- `investment_thesis` (string)
- `units_or_keys` (integer)

### `recruiting_architect` (~162 tokens)

Input parameters:

- `async` (boolean)
- `budget` (object, required)
- `company` (object, required)
- `focus` (string)
- `preferences` (object, required)
- `roles` (array, required)

### `renewal_optimizer` (~164 tokens)

Input parameters:

- `accounts` (array, required)
- `async` (boolean)
- `company` (object, required)
- `horizon` (string)
- `product` (object, required)
- `targetRenewalRatePct` (number)

### `reputation_engine` (~143 tokens)

Input parameters:

- `async` (boolean)
- `brand` (string, required)
- `channels` (array, required)
- `historicalCrises` (array)
- `industry` (string, required)
- `keywords` (array, required)

### `research_paper_qa` (~285 tokens)

Input parameters:

- `async` (boolean)
- `evidence_grade_required` (string, required)
- `focus_domain` (string, required)
- `include_preprints` (boolean, required)
- `max_papers` (integer, required)
- `research_question` (string, required)
- `year_range` (object)

### `revops_architect` (~183 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `currentPainPoints` (array, required)
- `currentStack` (array, required)
- `horizonMonths` (number, required)
- `keyMetrics` (object, required)
- `objectives` (array, required)
- `revenueTeam` (object, required)

### `rfp_tender_architect` (~178 tokens)

Input parameters:

- `async` (boolean)
- `budgetRange` (string, required)
- `clientCompany` (string, required)
- `competitorsLikely` (array, required)
- `compliancePoints` (array)
- `deadlineISO` (string, required)
- `ourPositioning` (string, required)
- `rfpScope` (string, required)
- `rfpType` (string, required)

### `rse_policy_builder` (~183 tokens)

Input parameters:

- `ambitions` (string, required)
- `async` (boolean)
- `company` (object, required)
- `currentInitiatives` (array)
- `focus` (string)
- `targetLabels` (array)
- `targetStakeholders` (array, required)
- `values` (array, required)

### `sales_enablement_architect` (~168 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `currentEnablement` (object, required)
- `gaps` (array, required)
- `objectives` (array, required)
- `salesTeam` (object, required)

### `sales_pipeline_forecast` (~160 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `focus` (string)
- `historicalConversionByStage` (array)
- `pipeline` (object, required)

### `sanctions_screener_multi` (~331 tokens)

Input parameters:

- `address` (string)
- `adverse_media_lookback_days` (integer, required)
- `aliases` (array)
- `async` (boolean)
- `context_note` (string)
- `country_of_registration` (string)
- `date_of_birth` (string)
- `entity_name` (string, required)
- `entity_type` (string, required)
- `jurisdiction_focus` (string, required)

### `save_plays` (~145 tokens)

Input parameters:

- `account` (object, required)
- `async` (boolean)
- `company` (object, required)
- `product` (object, required)

### `sec_filing_decoder` (~306 tokens)

Input parameters:

- `async` (boolean)
- `cik` (string)
- `filing_types` (array, required)
- `focus` (string, required)
- `lookback_months` (integer, required)
- `ticker` (string)

### `sentiment_news_pulse` (~289 tokens)

Input parameters:

- `async` (boolean)
- `date_range_days` (integer, required)
- `entity_name` (string, required)
- `entity_type` (string, required)
- `include_competitors` (array)
- `language_filter` (string, required)
- `sentiment_lens` (string, required)

### `strategic_options_analyzer` (~151 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `founderConstraints` (object, required)
- `optionHypotheses` (array, required)
- `strategicContext` (object, required)

### `supplier_esg_audit` (~154 tokens)

Input parameters:

- `async` (boolean)
- `auditCriteria` (object, required)
- `company` (object, required)
- `focus` (string)
- `suppliers` (array, required)
- `targetScore` (integer)

### `sustainability_report` (~169 tokens)

Input parameters:

- `async` (boolean)
- `audienceProfile` (string, required)
- `company` (object, required)
- `existingLabels` (array)
- `focus` (string)
- `pillars` (object, required)
- `stakeholders` (array, required)
- `targetLabels` (array)

### `sustainability_reporting_pilot` (~154 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `dataInputs` (object, required)
- `focus` (string)
- `materiality` (array, required)
- `targetFrameworks` (array, required)

### `tax_optimization` (~172 tokens)

Input parameters:

- `activities` (array, required)
- `async` (boolean)
- `company` (object, required)
- `currentTaxOptimizations` (array)
- `financials` (object, required)
- `ipAssets` (array)
- `jurisdictions` (array, required)

### `term_sheet_negotiation` (~153 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `round` (object, required)
- `termSheetClauses` (array, required)

### `treasury_optimizer` (~156 tokens)

Input parameters:

- `async` (boolean)
- `cashPosition` (object, required)
- `company` (object, required)
- `constraints` (object, required)
- `horizon` (string)

### `upsell_hunter` (~169 tokens)

Input parameters:

- `accounts` (array, required)
- `async` (boolean)
- `company` (object, required)
- `horizon` (string)
- `product` (object, required)
- `targetUpsellEur` (number)

### `vendor_management` (~140 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `objectives` (object, required)
- `vendors` (array, required)

### `vendor_risk_assessor` (~155 tokens)

Input parameters:

- `assessmentPurpose` (string)
- `async` (boolean)
- `company` (object, required)
- `riskFramework` (array)
- `vendors` (array, required)

### `win_loss_decoder` (~176 tokens)

Input parameters:

- `async` (boolean)
- `company` (object, required)
- `deals` (array, required)
- `primaryChallenge` (string)
- `product` (object, required)
- `salesCycleTargetDays` (number)
- `topCompetitors` (array)

### `working_capital` (~172 tokens)

Input parameters:

- `async` (boolean)
- `challenges` (array, required)
- `company` (object, required)
- `financials` (object, required)
- `industry` (string)
- `topCustomers` (array)
- `topSuppliers` (array)

### `fx_rate` (~234 tokens)

Input parameters:

- `async` (boolean)
- `date` (string)
- `from` (string, required)
- `to` (string, required)

Output parameters:

- `as_of` (string|null)
- `from` (string)
- `rate` (number|null)
- `source` (string)
- `source_url` (string)
- `to` (string)

### `realtime_data_streams` (~356 tokens)

Input parameters:

- `async` (boolean)
- `depth` (number)
- `mode` (string, required)
- `period` (string)
- `symbol` (string, required)

Output parameters:

- `bond_yields` (object)
- `crypto_orderbook` (object)
- `crypto_trades` (object)
- `fx_history` (object)
- `fx_tick` (object)
- `mode` (string)
- `quality_score` (number)
- `sources` (array)
- `status` (string)
- `symbol` (string)

### `interest_rate` (~152 tokens)

Input parameters:

- `async` (boolean)
- `rate` (string, required)

Output parameters:

- `as_of` (string|null)
- `rate` (string)
- `series_id` (string)
- `source` (string)
- `source_url` (string)
- `unit` (string)
- `value` (number|null)

### `economic_indicator` (~172 tokens)

Input parameters:

- `async` (boolean)
- `country` (string, required)
- `indicator` (string, required)

Output parameters:

- `country` (string)
- `indicator` (string)
- `indicator_code` (string)
- `source` (string)
- `source_url` (string)
- `value` (number|null)
- `year` (string|null)

### `corporate_registry_lookup` (~390 tokens)

Input parameters:

- `async` (boolean)
- `company_name` (string, required)
- `country` (string)
- `identifier` (string)

Output parameters:

- `company_name` (string)
- `directors` (array)
- `filings_recent` (array)
- `freshness` (string)
- `identifier` (string)
- `incorporation_date` (string|null)
- `jurisdiction` (string)
- `legal_form` (string|null)
- `legal_name` (string|null)
- `quality_score` (number)
- `registered_address` (string|null)
- `registry` (string)
- `share_capital` (object|null)
- `shareholders` (array)
- `sources` (array)
- `status` (string)

### `court_filings_multi` (~430 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `jurisdiction` (array)
- `party_name` (string, required)

Output parameters:

- `by_jurisdiction` (object)
- `cases` (array)
- `jurisdictions_searched` (array)
- `party_name` (string)
- `quality_score` (number)
- `signals` (array)
- `sources` (array)
- `status` (string)

### `gov_procurement_multi` (~543 tokens)

Input parameters:

- `async` (boolean)
- `countries` (array)
- `cpv_codes` (array)
- `min_value_eur` (number)
- `published_after` (string)
- `query` (string, required)

Output parameters:

- `by_country` (object)
- `by_source` (object)
- `countries_searched` (array)
- `quality_score` (number)
- `query` (string)
- `sources` (array)
- `status` (string)
- `tenders` (array)

### `web_search_multilang` (~295 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `lang` (string)
- `max_results` (integer)
- `query` (string, required)

Output parameters:

- `by_engine` (object)
- `country_used` (string|null)
- `lang_used` (string)
- `quality_score` (integer)
- `query` (string)
- `results` (array)
- `sources` (array)
- `status` (string)
- `total_unique_results` (integer)

### `cve_security_lookup` (~478 tokens)

Input parameters:

- `async` (boolean)
- `max_results` (number)
- `mode` (string)
- `published_after` (string)
- `query` (string, required)
- `severity_min` (string)

Output parameters:

- `mode` (string)
- `quality_score` (number)
- `query` (string)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `vulnerabilities` (array)

### `dependency_vulnerability_scan` (~399 tokens)

Input parameters:

- `async` (boolean)
- `include_transitive` (boolean)
- `manifest_content` (string, required)
- `mode` (string, required)
- `severity_min` (string)

Output parameters:

- `dependencies_parsed` (number)
- `ecosystem` (string)
- `mode` (string)
- `quality_score` (number)
- `recommendations` (array)
- `sources` (array)
- `status` (string)
- `summary` (object)
- `vulnerabilities` (array)

### `patent_landscape` (~481 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `jurisdictions` (array)
- `max_results` (number)
- `mode` (string)
- `query` (string, required)

Output parameters:

- `landscape` (object)
- `mode` (string)
- `patents` (array)
- `quality_score` (number)
- `query` (string)
- `sources` (array)
- `status` (string)

### `weather_climate_intel` (~416 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `location` (object, required)
- `metrics` (array)
- `mode` (string, required)

Output parameters:

- `climate_risk` (object)
- `forecast` (object)
- `historical` (object)
- `location` (object)
- `mode` (string)
- `quality_score` (number)
- `sources` (array)
- `status` (string)

### `real_estate_intel` (~513 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `location` (object, required)
- `max_results` (number)
- `mode` (string, required)
- `property_type` (string)
- `surface_max` (number)
- `surface_min` (number)

Output parameters:

- `comparables` (object)
- `location_resolved` (object)
- `market` (object)
- `mode` (string)
- `property` (array)
- `quality_score` (number)
- `sources` (array)
- `status` (string)
- `valuation` (object)

### `clinical_pharma_intel` (~472 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `max_results` (number)
- `mode` (string)
- `phase` (string)
- `query` (string, required)
- `status_filter` (string)

Output parameters:

- `adverse_events` (object)
- `approvals` (array)
- `mode` (string)
- `pipeline` (object)
- `quality_score` (number)
- `query` (string)
- `recalls` (array)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `trials` (array)

### `usdc_x402_payments_intel` (~517 tokens)

Input parameters:

- `async` (boolean)
- `category` (string)
- `endpoint_url` (string)
- `mode` (string, required)
- `period_days` (number)
- `wallet_address` (string)

Output parameters:

- `agent_caller_profile` (object)
- `endpoint_intel` (object)
- `facilitator_stats` (object)
- `mode` (string)
- `price_radar` (array)
- `quality_score` (number)
- `sources` (array)
- `status` (string)

### `sci_literature_search` (~232 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `domain` (string)
- `max_results` (number)
- `min_citations` (number)
- `mode` (string)
- `query` (string, required)

Output parameters:

- `citation_network` (object)
- `experts` (array)
- `meta_analysis` (object)
- `mode` (string)
- `papers` (array)
- `quality_score` (number)
- `query` (string)
- `sources` (array)
- `status` (string)

### `patent_landscape_async` (~325 tokens)

Input parameters:

- `date_from` (string)
- `date_to` (string)
- `include_citation_graph` (boolean)
- `jurisdictions` (array)
- `max_results` (number)
- `mode` (string)
- `query` (string, required)

Output parameters:

- `eta_seconds` (number)
- `job_id` (string)
- `status` (string)
- `submitted_at` (string)

### `patent_landscape_result` (~104 tokens)

Input parameters:

- `job_id` (string, required)

### `china_market_data` (~523 tokens)

Input parameters:

- `async` (boolean)
- `exchange` (string)
- `mode` (string, required)
- `period_days` (number)
- `query` (string, required)

Output parameters:

- `company` (object)
- `market_quote` (object)
- `mode` (string)
- `quality_score` (number)
- `query` (string)
- `regulatory_filings` (array)
- `sector_overview` (object)
- `sources` (array)
- `status` (string)

### `india_market_data` (~394 tokens)

Input parameters:

- `async` (boolean)
- `exchange` (string)
- `mode` (string, required)
- `query` (string, required)

Output parameters:

- `company` (object)
- `market_quote` (object)
- `mca_filings` (array)
- `mode` (string)
- `quality_score` (number)
- `query` (string)
- `sector_overview` (object)
- `sources` (array)
- `status` (string)

### `email_domain_health_check` (~397 tokens)

Input parameters:

- `async` (boolean)
- `checks` (array)
- `domain` (string, required)
- `email` (string)

Output parameters:

- `blacklist` (object)
- `deliverability_signals` (array)
- `dkim` (object)
- `dmarc` (object)
- `domain` (string)
- `email_is_role_based` (boolean)
- `email_valid` (boolean)
- `mx` (object)
- `quality_score` (number)
- `reputation_score` (number)
- `sources` (array)
- `spf` (object)
- `status` (string)
- `tls` (object)
- `whois` (object)

### `sharia_compliance_screener` (~427 tokens)

Input parameters:

- `async` (boolean)
- `mode` (string, required)
- `query` (string, required)
- `standard` (string)

Output parameters:

- `company` (object)
- `instrument` (object)
- `mode` (string)
- `quality_score` (number)
- `sector_screen` (object)
- `signals` (array)
- `sources` (array)
- `standard_used` (string)
- `status` (string)

### `geo_logistics_intel` (~469 tokens)

Input parameters:

- `addresses` (array)
- `async` (boolean)
- `from` (string)
- `mode` (string, required)
- `mode_transport` (string)
- `query` (string, required)
- `to` (string)

Output parameters:

- `geocode_batch` (array)
- `mode` (string)
- `port_congestion` (object)
- `quality_score` (number)
- `routing` (object)
- `ship_tracking` (object)
- `sources` (array)
- `status` (string)

### `tax_compliance_multi` (~515 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `mode` (string, required)
- `query` (string, required)
- `transaction_type` (string)

Output parameters:

- `gst` (object)
- `mode` (string)
- `oss_ioss` (object)
- `quality_score` (number)
- `sales_tax` (object)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `transfer_pricing` (object)
- `vat_lookup` (object)

### `talent_intelligence` (~494 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `mode` (string, required)
- `role` (string)
- `seniority` (string)
- `skill` (string)

Output parameters:

- `adjacent_roles` (array)
- `job_market_trends` (object)
- `mode` (string)
- `quality_score` (number)
- `salary_benchmark` (object)
- `skills_taxonomy` (object)
- `sources` (array)
- `status` (string)

### `agoa_eba_intelligence` (~435 tokens)

Input parameters:

- `async` (boolean)
- `country_iso` (string)
- `destination` (string)
- `hs_code` (string)
- `mode` (string, required)

### `esg_audit_multi` (~373 tokens)

Input parameters:

- `async` (boolean)
- `framework` (string)
- `mode` (string, required)
- `pillar` (string)
- `query` (string, required)

Output parameters:

- `company_score` (object)
- `controversies` (array)
- `emissions` (object)
- `esrs_readiness` (object)
- `mode` (string)
- `quality_score` (number)
- `sfdr_classification` (object)
- `signals` (array)
- `sources` (array)
- `status` (string)

### `financial_model_3statement` (~339 tokens)

Input parameters:

- `assumptions` (object, required)
- `async` (boolean)
- `mode` (string, required)
- `sensitivity_input` (string)
- `sensitivity_kpi` (string)

Output parameters:

- `balance_sheet` (object)
- `cash_flow` (object)
- `income_statement` (object)
- `mode` (string)
- `norms` (string)
- `quality_score` (number)
- `scenarios` (object)
- `sensitivity` (array)
- `sources` (array)
- `status` (string)
- `valuation_dcf` (object)
- `warnings` (array)

### `crypto_wallet_intel` (~670 tokens)

Input parameters:

- `address` (string, required)
- `async` (boolean)
- `chain` (string)
- `min_value_usd` (number)
- `mode` (string, required)
- `period_days` (number)

Output parameters:

- `address` (string)
- `chains_analyzed` (array)
- `counterparties` (array)
- `defi_positions` (array)
- `mode` (string)
- `pnl_estimate` (object)
- `quality_score` (number)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `token_flows` (array)
- `wallet_profile` (object)

### `monte_carlo_portfolio` (~509 tokens)

Input parameters:

- `assets` (array, required)
- `async` (boolean)
- `confidence_intervals` (array)
- `contributions_annual_eur` (number)
- `horizon_years` (number, required)
- `initial_investment_eur` (number, required)
- `mode` (string, required)
- `simulations` (number)
- `target_value_eur` (number)
- `withdrawals_annual_eur` (number)

### `earnings_transcript_signals` (~435 tokens)

Input parameters:

- `async` (boolean)
- `company_or_ticker` (string, required)
- `lang` (string)
- `quarter` (string)
- `transcript_text` (string)

### `arbitration_awards_lookup` (~378 tokens)

Input parameters:

- `async` (boolean)
- `date_from` (string)
- `date_to` (string)
- `institution` (string)
- `mode` (string, required)
- `query` (string, required)

Output parameters:

- `awards` (array)
- `clause_check` (object)
- `institution_stats` (object)
- `mode` (string)
- `quality_score` (number)
- `query` (string)
- `sources` (array)
- `status` (string)

### `ugc_moderation_classifier` (~394 tokens)

Input parameters:

- `async` (boolean)
- `content` (string, required)
- `content_type` (string)
- `lang` (string)
- `policies` (array)

Output parameters:

- `age_appropriate` (object)
- `content_preview` (string)
- `lang_detected` (string)
- `policies_checked` (array)
- `quality_score` (number)
- `recommended_action` (string)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `violations` (array)

### `china_ecommerce_intel` (~539 tokens)

Input parameters:

- `async` (boolean)
- `mode` (string, required)
- `platform` (string)
- `query` (string, required)
- `region` (string)

Output parameters:

- `brand_monitoring` (object)
- `market_intel` (object)
- `mode` (string)
- `platform_used` (array)
- `price_history` (array)
- `products` (array)
- `quality_score` (number)
- `seller_profile` (object)
- `signals` (array)
- `sources` (array)
- `status` (string)

### `climate_scenario_rcp` (~410 tokens)

Input parameters:

- `async` (boolean)
- `compare_baseline` (boolean)
- `horizon_year` (number, required)
- `location` (object, required)
- `metrics` (array)
- `scenario` (string, required)

Output parameters:

- `baseline_period` (string)
- `business_impact_signals` (array)
- `horizon_year` (number)
- `ipcc_likelihood_label` (string)
- `location` (object)
- `multi_scenario_comparison` (array)
- `projections` (object)
- `quality_score` (number)
- `scenario` (string)
- `sources` (array)
- `status` (string)

### `job_postings_intelligence` (~389 tokens)

Input parameters:

- `async` (boolean)
- `company` (string)
- `competitors` (array)
- `location` (string)
- `mode` (string, required)
- `period_days` (number)
- `role` (string)

Output parameters:

- `company_hiring` (object)
- `competitor_comparison` (array)
- `mode` (string)
- `quality_score` (number)
- `role_market` (object)
- `sources` (array)
- `status` (string)

### `workflow_orchestrator` (~501 tokens)

Input parameters:

- `async` (boolean)
- `params` (object)
- `skip_failed_steps` (boolean)
- `target` (required)
- `workflow` (string, required)

Output parameters:

- `consolidated_signals` (array)
- `estimated_cost_usd` (number)
- `outputs` (object)
- `overall_status` (string)
- `steps_executed` (array)
- `summary` (string)
- `target`
- `total_duration_ms` (number)
- `workflow` (string)

### `historical_price_series` (~373 tokens)

Input parameters:

- `adjusted` (boolean)
- `async` (boolean)
- `interval` (string)
- `metrics` (array)
- `period` (string)
- `ticker` (string, required)

Output parameters:

- `currency` (string)
- `data_points` (number)
- `dividends_detected` (array)
- `interval` (string)
- `period` (string)
- `quality_score` (number)
- `resolved_exchange` (string)
- `series` (array)
- `sources` (array)
- `splits_detected` (array)
- `stats` (object)
- `status` (string)
- `ticker` (string)

### `candidate_screening_ranking` (~335 tokens)

Input parameters:

- `async` (boolean)
- `candidates` (array, required)
- `criteria_weights` (object)
- `job_description` (string, required)
- `role_country` (string)

Output parameters:

- `candidates_ranked` (array)
- `diversity_signals` (object)
- `job_description_summary` (string)
- `nice_to_have` (array)
- `quality_score` (number)
- `required_skills` (array)
- `shortlist_recommended` (array)
- `sources` (array)
- `status` (string)

### `legal_clause_extractor` (~452 tokens)

Input parameters:

- `async` (boolean)
- `document_text` (string, required)
- `document_type` (string)
- `lang` (string)
- `target_clauses` (array)

Output parameters:

- `clauses_extracted` (array)
- `cross_references` (array)
- `document_type_detected` (string)
- `effective_date` (string)
- `governing_law` (string)
- `jurisdiction` (string)
- `key_deadlines_global` (array)
- `lang_detected` (string)
- `missing_clauses_expected` (array)
- `parties_detected` (array)
- `quality_score` (number)
- `red_flags` (array)
- `sources` (array)
- `status` (string)
- `word_count` (number)

### `transcribe_chapterize_media` (~374 tokens)

Input parameters:

- `async` (boolean)
- `chapters_max` (number)
- `include_summary` (boolean)
- `lang` (string)
- `output_format` (string)
- `url` (string, required)

Output parameters:

- `chapters` (array)
- `duration_seconds` (number)
- `key_topics` (array)
- `lang_detected` (string)
- `quality_score` (number)
- `segments` (array)
- `signals` (array)
- `source_type` (string)
- `sources` (array)
- `status` (string)
- `summary` (string)
- `transcript` (string)
- `url` (string)

### `seo_cro_audit` (~290 tokens)

Input parameters:

- `async` (boolean)
- `compare_competitors` (array)
- `mode` (string)
- `url` (string, required)

Output parameters:

- `audit_modes` (array)
- `competitor_comparison` (array)
- `content_seo` (object)
- `cro_signals` (object)
- `overall_scores` (object)
- `performance_signals` (object)
- `quality_score` (number)
- `recommendations` (array)
- `sources` (array)
- `status` (string)
- `technical_seo` (object)
- `url` (string)

### `seo_keyword_research` (~294 tokens)

Input parameters:

- `async` (boolean)
- `country` (string)
- `language` (string)
- `seed_keyword` (string, required)

Output parameters:

- `all_keywords` (array)
- `clusters` (array)
- `country` (string)
- `language` (string)
- `quality_score` (number)
- `seed_keyword` (string)
- `status` (string)
- `top_opportunities` (array)
- `total_keywords` (number)
- `warnings` (array)

### `competitor_pricing_scrape` (~237 tokens)

Input parameters:

- `async` (boolean)
- `url` (string, required)

Output parameters:

- `billing_model_signals` (array)
- `domain` (string)
- `estimated_price_range` (object)
- `has_enterprise_tier` (boolean)
- `has_free_tier` (boolean)
- `plan_names_detected` (array)
- `pricing_found` (boolean)
- `quality_score` (number)
- `raw_price_signals` (array)
- `status` (string)
- `tiers` (array)
- `url_fetched` (string)
- `warnings` (array)

### `tool_recommend` (~368 tokens)

Input parameters:

- `async` (boolean)
- `domain` (string)
- `include_chain` (boolean)
- `intent` (string, required)
- `lang` (string)
- `max_results` (number)

Output parameters:

- `alternative_paths` (array)
- `intent` (string)
- `not_covered` (string)
- `quality_score` (number)
- `recommendations` (array)
- `sources` (array)
- `status` (string)
- `suggested_chain` (array)

### `crm_connector` (~285 tokens)

Input parameters:

- `async` (boolean)
- `credentials` (object)
- `data` (object, required)
- `mode` (string, required)
- `provider` (string, required)

Output parameters:

- `data_synced`
- `mode` (string)
- `provider` (string)
- `quality_score` (number)
- `resource_id` (string)
- `signals` (array)
- `sources` (array)
- `status` (string)
- `success` (boolean)
- `url` (string)

### `webhooks_manage` (~373 tokens)

Input parameters:

- `async` (boolean)
- `caller_hash` (string)
- `events` (array)
- `mode` (string, required)
- `secret` (string)
- `url` (string)
- `webhook_id` (string)

### `job_result` (~78 tokens)

Input parameters:

- `job_id` (string, required)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/getgapup-gapup-mcp/mcp#diagnostics

## Score history

- 2026-08-03: 63
- 2026-08-02: 62
- 2026-08-01: 62
- 2026-07-31: 61
- 2026-07-30: 59
- 2026-07-29: 58
- 2026-07-28: 58
- 2026-07-27: 57
- 2026-07-26: 56

## Links

- Remote endpoint: https://mcp.gapup.io/mcp
- Repository: https://github.com/getgapup/gapup-mcp-public
- Changelog RSS feed: https://verifymcp.io/servers/getgapup-gapup-mcp/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/getgapup-gapup-mcp/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/getgapup-gapup-mcp/mcp