StackFast FractWin Expert Brain

REMOTE · STACKFAST.AI · SCANNED AUG 3

Expert knowledge base for sales, negotiation, strategy, operations, and risk.

Available components

+8 this week 74 74 Trust /100

Trust breakdown (6 categories)

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. How we score →

Endpoint Security94

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token. View diagnostics → Pass
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
The authorisation server offers only Dynamic Client Registration (RFC 7591), which MCP 2026-07-28 deprecated in favour of Client ID Metadata Documents. View diagnostics → Partial

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability55

100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
AI-judged instruction clarity (poor).Fail
Context-footprint check failed: tool/resource definitions use about 12369 tokens (~184/item across 67 items; 65 tools + 2 resources), over budget; trim descriptions and params. See how to fix → Fail
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management27

Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage81

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
33% of tool parameters carry a description.Partial
Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass

Capabilities73

Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Supports UI / widget rendering.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · stackfast.ai

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http trupe-rs-expert-brain https://stackfast.ai/api/mcp

# ~/.codex/config.toml

[mcp_servers.trupe-rs-expert-brain]
url = "https://stackfast.ai/api/mcp"

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "trupe-rs-expert-brain": {
      "type": "remote",
      "url": "https://stackfast.ai/api/mcp",
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add trupe-rs-expert-brain --url https://stackfast.ai/api/mcp --transport streamable-http

# ~/.hermes/config.yaml

mcp_servers:
  trupe-rs-expert-brain:
    url: "https://stackfast.ai/api/mcp"

// mcp.json

{
  "mcpServers": {
    "trupe-rs-expert-brain": {
      "type": "http",
      "url": "https://stackfast.ai/api/mcp"
    }
  }
}

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

Changelog Show cosmetic changes

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

2 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
31 Jul 26 +8
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
30 Jul 26 −2
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
29 Jul 26 0
- “talent_scout_draft_manual_note” added an optional parameter “contact_name” cosmetic
- “talent_scout_draft_manual_note” added an optional parameter “application_id” cosmetic
- “talent_scout_draft_manual_note” added an optional parameter “company” cosmetic
- “talent_scout_draft_manual_note” added an optional parameter “queue_item_id” cosmetic
- “talent_scout_draft_manual_note” added an optional parameter “title” cosmetic
5 cosmetic changes on this day. Switch on “Show cosmetic changes” to see them.
28 Jul 26 +1
- “talent_scout_daily_pipeline” added an optional parameter “include_items” cosmetic
1 cosmetic change on this day. Switch on “Show cosmetic changes” to see it.
27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 65

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://stackfast.ai/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=stackfast.ai	CN=YR2,O=Let's Encrypt,C=US	27 Jul 2026	25 Oct 2026	RSA 2048	SHA256-RSA	5d531cb5a4e550ea8a5a03b0403f5f5e52e
SANs: stackfast.ai
CN=YR2,O=Let's Encrypt,C=US (CA)	CN=Root YR,O=ISRG,C=US	3 Sept 2025	2 Sept 2028	RSA 2048	SHA256-RSA	4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA)	CN=ISRG Root X1,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	RSA 4096	SHA256-RSA	f24b6d17f9d9ad7cb1c9fea78782699f

DNSSEC insecure

Validation of stackfast.ai. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
ai.	present	3799	8	Verified
stackfast.ai.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication Enforced and verified

The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.

Result	Enforced and verified
Enforced	On tool calls
HTTP status	200

WWW-Authenticate challenge Bearer resource_metadata="https://stackfast.ai/api/mcp/oauth-protected-resource", scope="read:stackfast offline_access"

Bearer resource_metadata="https://stackfast.ai/api/mcp/oauth-protected-resource", scope="read:stackfast offline_access"

Header	Value
strict-transport-security	max-age=31536000; includeSubDomains; preload
content-security-policy	default-src 'self'; script-src 'self' 'unsafe-inline' https://www.googletagmanager.com https://www.clarity.ms https://accounts.google.com; style-src 'self' 'unsafe-inline'; img-src 'self' data: blob: https:; font-src 'self' data: https://fonts.gstatic.com; connect-src 'self' https://stackfast.ai https://.stackfast.ai https://.vercel.app https://*.turso.io https://www.google-analytics.com https://www.google.com https://www.clarity.ms https://accounts.google.com; frame-src https://accounts.google.com; frame-ancestors 'none';
x-content-type-options	nosniff
x-frame-options	DENY
referrer-policy	strict-origin-when-cross-origin
permissions-policy	camera=(), microphone=(), geolocation=()

Protected resource metadata

Document	https://stackfast.ai/api/mcp/oauth-protected-resource
Retrieved	Yes
Resource	https://stackfast.ai/api/mcp
Authorisation server	https://stackfast.ai

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://stackfast.ai/api/mcp	Verified	200
http (plaintext)	http://stackfast.ai/api/mcp	HTTPS enforced	308	https://stackfast.ai/api/mcp

MCP tools — 65 exposed · ~12,291 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

ai_receptionist_callback_packet AI Receptionist Callback Packet ~62

Return a human-review callback packet for one AI Receptionist call. The packet is review-only and does not send SMS, place calls, or reply to customers autonomously.

Input Output Examples

Name	Type	Req	Description
call_id	string	yes	—
tenant_id	string	—	—

Name	Type	Req	Description
live_line_touched	boolean	—	—
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
tool	string	yes	—

No examples provided.

ai_receptionist_review_queue AI Receptionist Review Queue ~61

List recent AI Receptionist call-loop receipts for human review, including callback and A2P-gated inbound SMS status where present. Returns masked/audit-safe identifiers only.

Input Output Examples

Name	Type	Req	Description
limit	integer	—	—
tenant_id	string	—	—

Name	Type	Req	Description
live_line_touched	boolean	—	—
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
tool	string	yes	—

No examples provided.

ai_receptionist_status AI Receptionist Status ~63

Read the Desk ticket, CRM callback task, call-link receipt, and A2P-gated inbound SMS posture for one AI Receptionist call ID. Returns masked/status metadata only.

Input Output Examples

Name	Type	Req	Description
call_id	string	yes	—
tenant_id	string	—	—

Name	Type	Req	Description
live_line_touched	boolean	—	—
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
tool	string	yes	—

No examples provided.

artifact_audit ~57

Read provenance, analyzer findings, gate status, approval state, usage, and export receipts for one tenant-scoped artifact.

Input Output Examples

Name	Type	Req	Description
artifact_id	string	—	—
draft_id	string	—	—
tenant_id	string	yes	—

Structured output declared, but exposes no named fields.

No examples provided.

artifact_export ~94

Create an audited export receipt for an approved artifact or internal draft. External publish remains separate and human-approved.

Input Output Examples

Name	Type	Req	Description
approval_event_id	string	—	—
artifact_id	string	—	—
draft_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
target	string	yes	—
target_config	object	—	—
tenant_id	string	yes	—

Structured output declared, but exposes no named fields.

No examples provided.

artifact_generate ~175

Generate a governed, tenant-scoped artifact draft with no-fabrication placeholders, analyzer provenance, MASK, brand status, and approval requirements.

Input Output Examples

Name	Type	Req	Description
analysis_findings	array	—	—
artifact_type	string	yes	—
audience	string	—	—
brand_kit_id	string	—	—
budget_policy	object	—	—
caller_type	string	—	—
format	string	—	—
idempotency_key	string	—	—
lane	string	—	—
locale	string	—	—
output_language	string	—	—
source_context	object\|string	—	—
tenant_id	string	yes	—
variant_count	integer	—	—
variant_strategy	string	—	—
voice_anchor	string	—	—
voice_profile_id	string	—	—

Structured output declared, but exposes no named fields.

No examples provided.

artifact_refine ~119

Refine an existing artifact draft while preserving tenant boundary, provenance, MASK status, and approval posture.

Input Output Examples

Name	Type	Req	Description
artifact_type	string	—	—
audience	string	—	—
draft_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
lane	string	—	—
new_source_context	object\|string	—	—
refinement_instruction	string	yes	—
source_content	string	—	—
source_context	object\|string	—	—
tenant_id	string	yes	—

Structured output declared, but exposes no named fields.

No examples provided.

artifact_save ~85

Approve/save an artifact and mark tenant-scoped learning-loop eligibility. Does not publish externally.

Input Output Examples

Name	Type	Req	Description
approval_event_id	string	—	—
approved	boolean	—	—
draft_id	string	yes	—
idempotency_key	string	—	—
learning_scope	string	—	—
reuse_tags	array	—	—
tenant_id	string	yes	—

Structured output declared, but exposes no named fields.

No examples provided.

audit_status ~45

Read AI Stack Audit project state, deliverable refs, credit ledger, and Desk/CRM links.

Input Output Examples

Name	Type	Req	Description
audit_project_id	string	yes	—
tenant_id	string	—	—

Structured output declared, but exposes no named fields.

No examples provided.

boot_status Boot Status ~22

Read-only StackFast connector health/status check. Does not expose secrets.

Input Output Examples

Input schema present but exposes no named parameters.

Name	Type	Req	Description
auth	object	yes	—
canonical_url	string	yes	—
generated_at	string	yes	—
ok	boolean	yes	—
schema_version	string	yes	—
service	string	yes	—
tools	object	yes	—

No examples provided.

credentials_inventory Credential Inventory ~115

Discover wallet-resolved credential service names and accepted aliases without exposing secret values. Use this when an agent is unsure whether a key exists, sees a key-not-found error, or needs the canonical getAgentKey(service) name. Returns service slugs, env/key aliases, categories, and resolver guidance only; never returns raw credentials.

Input Output Examples

Name	Type	Req	Description
query	string	—	Optional service, provider, env var, or natural-language query such as openai, OPENAI_API_KEY, gmail, Gemini, FireCrawl, or Vercel.

Name	Type	Req	Description
count	number	yes	—
entries	array	yes	—
ok	boolean	yes	—
raw_secret_values_included	boolean	yes	—
schema_version	string	yes	—
usage	object	yes	—

No examples provided.

estimator_catalog_search OCE Estimator catalog search ~153

Operate on tenant-scoped OCE Estimator/Appraiser catalog sources/items, including the StackFast storefront catalog, through the generic estimator_* control-plane contract.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_catalog_sources OCE Estimator catalog sources ~153

Operate on tenant-scoped OCE Estimator/Appraiser catalog sources/items, including the StackFast storefront catalog, through the generic estimator_* control-plane contract.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_add_line OCE Estimator estimate add line ~149

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_convert_to_bid OCE Estimator estimate convert to bid ~150

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_convert_to_invoice OCE Estimator estimate convert to invoice ~151

Prepare an OCE Estimator/Appraiser document or QBO handoff contract. Review-gated; does not write to accounting systems.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_create_draft OCE Estimator estimate create draft ~150

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_export OCE Estimator estimate export ~148

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_progress_invoice OCE Estimator estimate progress invoice ~150

Prepare an OCE Estimator/Appraiser document or QBO handoff contract. Review-gated; does not write to accounting systems.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_estimate_update_line OCE Estimator estimate update line ~149

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_policy_check OCE Estimator policy check ~147

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

estimator_receipt_get OCE Estimator receipt get ~148

Operate on tenant-scoped OCE Estimator/Appraiser drafts, lines, versions, documents, exports, and policy receipts.

Input Output Examples

Name	Type	Req	Description
adapter_id	string	—	Vertical adapter.
approval	object	—	—
bridge	object	—	—
document_id	string	—	—
estimate_id	string	—	—
format	string	—	—
idempotency_key	string	—	—
line	object	—	—
lines	array	—	—
progress_pct	number	—	—
query	string	—	—
source_id	string	—	—
tenant_id	string	—	Tenant boundary, for example repair-remodel-360.

Name	Type	Req	Description
no_accounting_write	boolean	—	—
ok	boolean	yes	—
product	string	yes	—
review_required_before_customer_release	boolean	—	—
tool	string	yes	—

No examples provided.

fetch Fetch StackFast Brain Result ~194

Fetch a StackFast Brain search result by id through the AI6 MCP reader plane. Use the explicit safe shape with id, page, and page_size, for example fetch({ id: "brain:12345", page: 1, page_size: 12000 }); continue with next_page until complete is true.

Input Output Examples

Name	Type	Req	Description
aid	string	—	Legacy compatibility field for direct brain aid. Prefer id plus explicit page and page_size.
id	string	yes	Result id returned by the search tool, for example brain:12345. Prefer this over the legacy aid field.
next_page	integer	—	Alias for page when following the next_page value returned by a prior fetch call.
page	integer	yes	Required explicit one-based page number. Use 1 for the first page.
page_size	integer	yes	Required explicit maximum characters returned in this page. Use 12000 unless a smaller page is needed.

Name	Type	Req	Description
complete	boolean	—	—
content_sha256	string	—	—
error_code	string	—	—
id	string	yes	—
message	string	—	—
metadata	object	—	—
next_page	integer\|null	—	—
ok	boolean	—	—
page	integer	—	—
page_end	integer	—	—
page_sha256	string	—	—
page_size	integer	—	—
page_start	integer	—	—
supported_call_shapes	array	—	—
text	string	yes	—
title	string	yes	—
total_chars	integer	—	—
total_pages	integer	—	—
url	string	yes	—

No examples provided.

growthos_business_brain_interview GrowthOS Business Brain Interview ~124

Start or append a GrowthOS Business Brain Interview using the existing interview/session model. Outputs remain draft_review_required before automation.

Input Output Examples

Name	Type	Req	Description
action	string	—	—
answers	array	—	—
audit_project_id	string	—	—
company	string	—	—
customer_email	string	—	—
customer_name	string	—	—
interview_type	string	—	—
lead_id	string\|number	—	—
session_id	string	—	—
source	string	—	—
tenant_id	string	—	—

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

growthos_digital_clone_packet GrowthOS Digital Clone Packet ~117

Build a draft GrowthOS digital-clone render packet from normalized signals, evidence, runtime tenant voice profile, and PERSPECTIVE capability grounding. No Robert voice defaults and no autonomous outbound.

Input Output Examples

Name	Type	Req	Description
perspective_context	string	—	Optional buyer pain or delivery context to ground through stackfast.perspective.translate.
prospect	object	yes	Local-business prospect evidence to normalize into signals{} + evidence[].
tenant_profile	object	—	Runtime tenant voice and delivery profile. Required before publication; missing profile returns draft_review_required.

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

growthos_opportunity_scout_packet GrowthOS Opportunity Scout Packet ~62

Build an Opportunity Scout packet for customer, talent, contract, or capital opportunities using the existing gate-first policy layer and no new persistence table.

Input Output Examples

Name	Type	Req	Description
opportunity	object	yes	Opportunity input. opportunity_type must be one of the registered Opportunity Scout types.

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

growthos_owner_facing_report GrowthOS Owner-Facing Report ~135

Render the canonical GrowthOS scorecard into a sendable owner-facing report with web, email-review-ready, PDF-ready outputs, and optional CogentCast site-review receipt composition. No autonomous send.

Input Output Examples

Name	Type	Req	Description
cogentcast_site_review	object	—	Optional CogentCast site-review request or precomputed receipt. GrowthOS consumes this receipt instead of recreating website review logic.
include_cogentcast_site_review	boolean	—	Fetch a CogentCast dry-run site-review receipt for the supplied website_url and compose it into step 3.
prospect	object	yes	—
sender	object	—	—

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

growthos_revenue_capture_packet GrowthOS Revenue Capture Packet ~149

Return a GrowthOS revenue-capture packet: scorecard, review-gated contact drafts, CogentCast site-review receipt composition, and summary for supplied local-business evidence. GrowthOS consumes CogentCast receipts instead of recreating website-review logic. No autonomous outbound.

Input Output Examples

Name	Type	Req	Description
cogentcast_site_review	object	—	Optional CogentCast site-review request or precomputed receipt. GrowthOS consumes this receipt instead of recreating website review logic.
include_cogentcast_site_review	boolean	—	Fetch a CogentCast dry-run site-review receipt for the supplied website_url and compose it into step 3.
prospect	object	yes	—
sender	object	—	—

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

growthos_scorecard GrowthOS Scorecard ~97

Build a private GrowthOS Revenue Capture Scorecard from supplied public business signals. Human buyers start at /growthos/scorecard; MCP execution requires reader entitlement. Returns scorecard findings only; it never sends outreach.

Input Output Examples

Name	Type	Req	Description
prospect	object	—	Single local-business prospect input.
prospects	array	—	Batch of up to 25 local-business prospect inputs.
sender	object	—	Optional sender identity with sender_name and geography.

Name	Type	Req	Description
no_autonomous_outbound	boolean	—	—
ok	boolean	yes	—
public_name	string	—	—
review_required_before_send	boolean	—	—
tool	string	yes	—

No examples provided.

reply_compose ~157

Compose a relationship-safe correspondence decision packet with do_not_say, safe_phrasing, channel constraints, manual approval, and a correspondence_response artifact audit trail. It never sends the message.

Input Output Examples

Name	Type	Req	Description
capability_context	string	—	—
channel	string	yes	—
constraints	object	—	—
crm_context	object	—	—
goal	string	—	—
idempotency_key	string	—	—
inbound_message	string	—	—
persist_artifact	boolean	—	—
recipient_name	string	—	—
referred_by	string	—	—
relationship_context	string	—	—
signature	string	—	—
surface	string	—	—
tenant_id	string	—	—

Structured output declared, but exposes no named fields.

No examples provided.

search Search StackFast Brain ~42

Search StackFast Brain knowledge through the AI6 MCP reader plane; use fetch with a returned result id for full text.

Input Output Examples

Name	Type	Req	Description
query	string	yes	Natural language search query.

Name	Type	Req	Description
results	array	yes	—

No examples provided.

session_file_read ~56

Return session artifact metadata and persistent URLs. V1 intentionally omits raw artifact contents.

Input Output Examples

Name	Type	Req	Description
artifact_id	integer	—	—
filename	string	—	—
limit	integer	—	—
session_id	string	—	—

Structured output declared, but exposes no named fields.

No examples provided.

talent_scout_application_workup Talent Scout Application Workup ~316

Build the detailed workup for one Talent Scout queue item: availability status, fit risks, company pain map, Robert proof-point map, resume angle, application strategy, and a full draft-only application packet with resume edits, cover-letter outline, form-paste answer, compensation guidance, LinkedIn/follow-up drafts, founder-objection answers, first-30-days plan, questions to ask, claims/risk validation, manual submission receipt template, interview prep, and learning-loop signals. Draft/review only; no sends or applications.

Input Output Examples

Name	Type	Req	Description
application_id	string	—	Optional ATS/portal application or requisition id, such as R110984. Resolves only to an existing Talent Scout queue/history record.
canonical_job_id	string	—	Optional canonical job id lookup. Resolves only to an existing Talent Scout queue/history record.
company	string	—	Company name lookup when queue_item_id is not known.
include_follow_up_plan	boolean	—	—
include_interview_prep	boolean	—	—
notes	string	—	—
portal_application_id	string	—	Alias for application_id when the id came from an external portal.
queue_item_id	string	—	Preferred exact Talent Scout queue item id. If omitted, provide company and title.
requisition_id	string	—	Alias for application_id when the id is a req/requisition id.
tenant_id	string	—	—
title	string	—	Role title lookup when queue_item_id is not known.

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

talent_scout_browser_fill_receipt Talent Scout Browser Fill Receipt ~120

Build or verify a keyboard-event ATS fill plan from a complete form schema. It maps safe stored profile values, reserves eligibility/EEO/files/signature/submit for the human, and requires per-field readback before reporting staged.

Input Output Examples

Name	Type	Req	Description
apply	boolean	—	—
fields	array	—	—
profile_values	object	—	—
readbacks	object	—	—
schema_receipt	object	—	—
send	boolean	—	—
submit	boolean	—	—
tenant_id	string	—	—

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

talent_scout_business_email_receipt Talent Scout Enrich Contact Email ~228

Prepare Hunter.io-style business email enrichment receipts for a qualified contact. Uses wallet SSoT status, verifies before recommending, never sends, and requires human approval.

Input Output Examples

Name	Type	Req	Description
auth_token_key	string	—	Optional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
company_name	string	—	—
company_target_id	string	—	—
database_url_key	string	—	Optional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
domain	string	—	—
first_name	string	—	—
last_name	string	—	—
person_label	string	—	—
person_name	string	—	—
sqlite_path	string	—	Optional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_type	string	—	Optional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_id	string	—	—

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

talent_scout_compose_application Talent Scout Compose Application ~590

Compose a draft-only first-party job-seeker application artifact for the account owner from a real Talent Scout queue item using JD evidence. Supports cover letter, form paste, application Q&A, telephone script, and authority analysis only; never sends, applies, screens people, ranks people, or makes hiring decisions. This does not screen applicants, rank candidates, or make hiring decisions.

Input Output Examples

Name	Type	Req	Description
actor_id	string	—	—
application_id	string	—	Optional ATS/portal application or requisition id, such as R110984. Resolves only to an existing Talent Scout queue/history record.
baseline_resume_text	string	—	Optional private owner evidence override. Used only to map JD requirements to proof points; never returned raw.
canonical_job_id	string	—	Optional canonical job id lookup. Resolves only to an existing Talent Scout queue/history record.
careers_url	string	—	Official careers page URL when known. Helps distinguish a real posting from a generic board/root page.
company	string	—	Optional lookup key. Use with title when queue_item_id is not known; exact normalized match is required.
company_homepage_url	string	—	Official company homepage URL for company-context evidence and human review.
company_profile_text	string	—	Optional official company-site/about/product evidence. Used to target the draft to the company context; never returned raw.
compare_providers	boolean	—	When true, run bounded OpenAI/Gemma/Gemini comparison receipts without exposing alternate raw drafts.
job_description_text	string	—	Manual recovery path only. Paste the full JD when the ATS blocks or JS-renders and Talent Scout returns needs_jd_hydration.
linkedin_profile_text	string	—	Optional manual LinkedIn profile paste/export when LinkedIn blocks automated fetch. Used as owner evidence; never returned raw.
notes	string	—	—
output_kind	string	—	—
owner_profile_text	string	—	Optional private owner evidence from a resume/profile setup interview. Used for proof mapping; never returned raw.
portal_application_id	string	—	Alias for application_id when the id came from an external portal.
queue_item_id	string	—	—
requisition_id	string	—	Alias for application_id when the id is a req/requisition id.
tenant_id	string	—	—
title	string	—	Optional lookup key. Use with company when queue_item_id is not known; exact normalized match is required.
user_supplied_jd_text	string	—	Alias for job_description_text; treated as authoritative user-supplied JD evidence after auto-hydration fails.
voice_anchor	string	—	—
writer_provider	string	—	Optional writer lane override. Defaults to OpenAI when a wallet key is available; bounded_fallback stays available as a fail-closed safety net.

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

talent_scout_create_packet Talent Scout Create Packet ~83

Create a draft-only application or opportunity packet from an existing Talent Scout queue item. Human approval is required before external use.

Input Output Examples

Name	Type	Req	Description
actor_id	string	—	—
notes	string	—	—
opportunity_mode	string	—	—
output_kind	string	—	—
queue_item_id	string	yes	—
tenant_id	string	—	—

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

talent_scout_daily_pipeline Talent Scout Daily Pipeline ~348

Return the closed-loop Talent Scout daily operating report from the shared tenant queue: applied pipeline, mailbox reconciliation status, follow-up due, open roles, availability checks, preference filters, stale/closed rows, new discoveries, bounded needs_role_hydration recovery, and a 3-5 role slate. Mailbox reconciliation runs server-side via the StackFast service-account reader. Clients MUST NOT invoke their own Gmail/email connector; if mailbox_reconciliation_status is not ok, surface the red receipt and stop instead of substituting a client-side mailbox read. Read-only control-tower view; no sends or applications.

Input Output Examples

Name	Type	Req	Description
compact	boolean	—	Return counts, status buckets, mailbox status, and a bounded slate without full bucket payloads. Defaults true for hosted MCP latency.
hydration_limit	integer	—	Bounded live-hydration attempts for thin roles before compose. Reports attempts and remaining needs_role_hydration; never applies or sends.
include_applied	boolean	—	Include already-applied rows in the applied/waiting pipeline buckets.
include_archived	boolean	—	Include archived, rejected, passed, stale, or already-applied rows. Defaults false for active work queues.
include_items	boolean	—	Return top-level queue cards. Defaults false so compact daily reads return the bounded operating summary only.
limit	integer	—	—
owner_profile	object	—	Optional owner preference context used to refresh stale zero-score queue items inside this tenant only.
profile	object	—	Alias for owner_profile when reviewing stale queue items.
section_limit	integer	—	—
slate_limit	integer	—	—
tenant_id	string	—	—

Name	Type	Req	Description
drafts_never_sends	boolean	—	—
no_autonomous_outbound	boolean	—	—
public_tool	string	yes	—
result	object	—	—

No examples provided.

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Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	65
27 Jul	66
28 Jul	67
29 Jul	67
30 Jul	65
31 Jul	73
1 Aug	73
2 Aug	74
3 Aug	74