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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 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
Transport & Reachability100
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

# 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

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.

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
talent_scout_discover_companies_by_campaign ~334

Preview the account owner's saved business-list campaign. Returns public company websites, employee-count confidence, source receipts, and next actions for manual review. Read-only by default: it does not persist companies unless persist_results is explicitly true and never scrapes LinkedIn.

NameTypeReqDescription
allow_live_firecrawlbooleanBackward-compatible refresh flag; Firecrawl is only a fallback/search or downstream extraction provider, not the Stage 1 radar.
allow_live_google_placesbooleanRefresh public business website leads through the configured directory provider and distance check. Websites are required before downstream enrichment. Set false only for an explicit no-network dry r…
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
campaign_namestring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
limitinteger
persist_resultsbooleanWhen true, persist discovered company records to the Talent Scout campaign store. Defaults false so hosted MCP discovery remains a read-only preview for human review.
sourcesarray
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_discover_local_companies ~368

Preview the account owner's saved local business-list campaign. Returns public company websites only, with size-band confidence and source receipts for manual review. Read-only by default; set persist_results true only for an intentional store update.

NameTypeReqDescription
allow_live_firecrawlbooleanBackward-compatible refresh flag; Firecrawl is only a fallback/search or downstream extraction provider, not the Stage 1 radar.
allow_live_google_placesbooleanRefresh public business website leads through the configured directory provider and distance check. Websites are required before downstream enrichment.
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
campaign_namestring
company_size_maxinteger
company_size_mininteger
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
geography_anchorstring
limitinteger
persist_resultsbooleanWhen true, persist discovered company records to the Talent Scout campaign store. Defaults false so hosted MCP discovery remains a read-only preview for human review.
radius_minutesinteger
sourcesarray
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
target_company_lanesarray
target_role_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_draft_manual_note ~288

Preview a manual note for Robert to copy or edit himself. This read-only tool does not send, store, contact anyone, scrape LinkedIn, enrich private people data, or create a draft record.

NameTypeReqDescription
application_idstring
applyboolean
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
channelstring
companystring
company_namestring
company_target_idstring
contact_namestring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
goalstring
person_labelstring
person_namestring
queue_item_idstring
sendboolean
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
titlestring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_draft_outreach ~102

Draft a human-reviewed manual note from safe pains and voice evidence. The tool never sends messages and fails closed on auto-send/apply requests.

NameTypeReqDescription
applyboolean
artifact_typestring
painsarrayyes
sendboolean
target_namestringyes
tenant_idstring
voice_profilestring
voice_samplesarray
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_explain_preferences_match ~114

Explain in prose how an existing saved job overlaps with and differs from the account owner's stated workplace preferences. Returns preference-language observations only, with no numbers, rankings, recommendations, decisions, or external actions.

NameTypeReqDescription
owner_preferencesobjectyesThe account owner's own stated workplace preferences, such as schedule, location, compensation, travel, responsibilities, and environment.
queue_item_idstringyesIdentifier for a job already saved in the account owner's private Talent Scout queue.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_form_schema_receipt ~86

Enumerate every required and optional ATS form field before any fill attempt. Returns a stable schema hash and complete-field receipt; it never types, uploads, applies, clicks, or submits.

NameTypeReqDescription
applyboolean
fieldsarrayyes
sendboolean
submitboolean
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_import_byoc_delta ~132

Import a guarded BYOC-local Talent Scout queue delta into the cloud queue. This is closed-world queue bookkeeping only: it never applies, sends, clicks, or submits anything automatically.

NameTypeReqDescription
applyboolean
contactsarray
deltaobject
directionstring
idempotency_keystring
packetsarray
queue_sync_versionstring
rolesarray
sendboolean
sourcestring
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_mail_signals ~101

Read Talent Scout mail-signal status from the same server-side Gmail reconciliation path used by review_queue. This is the reliable StackFast replacement for local BYOC scout.mail_signals when the cleverq.net/local tunnel is down: it never calls a client Gmail connector, never returns raw mail bodies, and fails soft with mailbox_reconciliation_status instead of a bare 502.

NameTypeReqDescription
limitinteger
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_my_profile_status ~207

Read a compact, redacted readiness receipt for the account owner's private Talent Scout profile setup, including profile_version_updated_at for guarded writes through either public profile-upsert alias. Returns only setup status, compose readiness, and active search-rail readiness; never returns raw resume, LinkedIn, work history, claims, or private owner profile text.

NameTypeReqDescription
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_my_profile_upsert ~510

Create or update the account owner's private Talent Scout profile setup once so compose, fit, and packet tools can reuse self-entered resume, LinkedIn, proof-point, preference, and voice evidence without re-pasting it for every role. Existing profiles require the current profile_version_updated_at from Talent Scout My Profile Status as if_match_updated_at. Stores private owner evidence for proof mapping and never returns raw resume or LinkedIn text.

NameTypeReqDescription
application_historyarray
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
baseline_resume_textstringPrivate baseline resume text. Stored tenant-scoped and never returned raw.
claims_ledgerarray
compensation_preferencesarray
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
dry_runbooleanPreview the redacted owner-profile update without writing stored resume, LinkedIn, proof, or rail evidence. Use this for connector smoke tests.
geography_preferencesarray
if_match_updated_atstringOptimistic concurrency guard. Required for every update to an existing profile so concurrent merge or replace writes cannot shrink or overwrite stored history.
interview_historyarray
linkedin_profile_textstringPrivate LinkedIn profile paste/export when LinkedIn blocks automated fetch. Stored tenant-scoped and never returned raw.
modestring
negative_filtersarray
outreach_historyarray
owner_profile_textstringPrivate owner profile setup notes. Stored tenant-scoped and never returned raw.
proof_pointsarray
resume_variant_idsarray
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
target_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
travel_preferencesarray
voice_profilestring
work_historyarray
work_style_profilestringPrivate, owner-provided work-style guidance. Stored tenant-scoped and never returned raw.
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_person_research_notes ~220

Generate public contact-research labels and safe LinkedIn search queries so the account owner can decide who to review manually. No LinkedIn scraping, no auto-connect, no auto-message; human review required.

NameTypeReqDescription
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
company_namestring
company_target_idstring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
limitinteger
role_lanestring
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_pipeline_describe ~47

Return a compact Talent Scout readiness receipt: pipeline version, surface mode, callable tool groups, and manual-review safety flags. Read-only.

NameTypeReqDescription
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_profile_status ~206

Read a compact, redacted readiness receipt for the account owner's private Talent Scout profile setup, including profile_version_updated_at for guarded writes through either public profile-upsert alias. Returns only setup status, compose readiness, and active search-rail readiness; never returns raw resume, LinkedIn, work history, claims, or private owner profile text.

NameTypeReqDescription
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_profile_upsert ~509

Create or update the account owner's private Talent Scout profile setup once so compose, fit, and packet tools can reuse self-entered resume, LinkedIn, proof-point, preference, and voice evidence without re-pasting it for every role. Existing profiles require the current profile_version_updated_at from Talent Scout My Profile Status as if_match_updated_at. Stores private owner evidence for proof mapping and never returns raw resume or LinkedIn text.

NameTypeReqDescription
application_historyarray
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
baseline_resume_textstringPrivate baseline resume text. Stored tenant-scoped and never returned raw.
claims_ledgerarray
compensation_preferencesarray
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
dry_runbooleanPreview the redacted owner-profile update without writing stored resume, LinkedIn, proof, or rail evidence. Use this for connector smoke tests.
geography_preferencesarray
if_match_updated_atstringOptimistic concurrency guard. Required for every update to an existing profile so concurrent merge or replace writes cannot shrink or overwrite stored history.
interview_historyarray
linkedin_profile_textstringPrivate LinkedIn profile paste/export when LinkedIn blocks automated fetch. Stored tenant-scoped and never returned raw.
modestring
negative_filtersarray
outreach_historyarray
owner_profile_textstringPrivate owner profile setup notes. Stored tenant-scoped and never returned raw.
proof_pointsarray
resume_variant_idsarray
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
target_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
travel_preferencesarray
voice_profilestring
work_historyarray
work_style_profilestringPrivate, owner-provided work-style guidance. Stored tenant-scoped and never returned raw.
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_reconcile_application_history ~254

Correct an owner-reported application-history state with optimistic concurrency and an append-only reconciliation receipt. Use this when an intake or imported record was incorrectly shown as applied. Preserves the history record for audit, removes not-applied records from the active application queue, and never applies, sends, or contacts anyone.

NameTypeReqDescription
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
correctionsarrayyes
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
dry_runbooleanPreview matched history records and the redacted reconciliation receipt without writing.
if_match_updated_atstringyesThe exact profile_version_updated_at from applicant_profile_status. A stale value is rejected.
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstringyes
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_record_application ~147

Record that the human manually submitted an application for a Talent Scout queue item. This updates Talent Scout lifecycle status, schedules follow-up tasks, and records a submission receipt only; it never applies, sends, clicks, or submits anything automatically.

NameTypeReqDescription
actor_idstringOptional actor label for the manual receipt.
applyboolean
notesstringOptional human note stored in the receipt response only.
queue_item_idstringTalent Scout queue item that Robert manually submitted.
sendboolean
submitted_atstringOptional ISO timestamp for the manual submission. Defaults to now.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_record_manual_note ~334

Record a human decision and receipt on a Talent Scout manual-note draft. This is closed-world tracking only: it never sends email, LinkedIn messages, phone calls, or applications automatically. Use sent_text only to store text the human already handled manually.

NameTypeReqDescription
applyboolean
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
channelstring
company_namestring
company_target_idstring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
decisionstringyesHuman decision to record. No option sends anything automatically.
draft_textstring
edited_draft_textstring
goalstring
manual_note_idstringyes
notesstring
person_labelstring
person_namestring
sendboolean
sent_textstringExact text the human actually sent manually. Talent Scout stores this receipt but never sends it.
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_record_queue_decision ~223

Record the account owner's manual decision on an existing Talent Scout queue item: keep, top priority, hold/revisit, pass, or not-a-fit. This is closed-world queue bookkeeping only; it never sends outreach, applies, clicks, submits, screens people, ranks people for hiring, or contacts anyone.

NameTypeReqDescription
actor_idstringOptional actor label for the manual receipt.
applyboolean
companystringExact company lookup when queue_item_id is not known.
decisionstringyesManual owner decision. pass/not_a_fit suppress the row from active review unless include_archived is requested.
queue_item_idstringPreferred exact Talent Scout queue item id.
reasonstringHuman note explaining the decision.
revisit_afterstringOptional ISO date/time or human-readable revisit cue for hold/revisit decisions.
sendboolean
tenant_idstring
titlestringExact role title lookup when queue_item_id is not known.
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_record_relationship_activity ~331

Record one human-reported email, LinkedIn, call, or visit in the existing StackFast Relationship Core. Returns an immutable, idempotent receipt and makes follow-up state visible in Talent Scout. It never sends, scrapes, applies, submits, or changes candidacy status.

NameTypeReqDescription
artifact_urlstringOptional governed evidence URL; no artifact body is copied.
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
channelstringyes
companystringyes
contact_namestringyes
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
idempotency_keystringyesCaller-stable key that makes retries return the original immutable receipt.
next_touch_atstringOptional ISO-8601 follow-up time.
occurred_atstringyesISO-8601 timestamp for the human-completed activity.
related_application_idstring
related_queue_item_idstring
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
summarystringyesConcise factual summary of the already-completed human activity.
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstringyes
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_review_queue ~399

Read the account owner's own first-party Talent Scout job-search work queue for real synced board roles, draft opportunities, packets, follow-up items, and the daily reconciliation report. This is not an employer review queue, applicant screening queue, candidate ranking system, or hiring decision tool. 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. Surfaces open roles, direct-URL verification needs, waiting/follow-up buckets, preference filters, and today's slate. Robert's connector resolves to tenant robert and demo rows are quarantined away. Review only; no sends or applications.

NameTypeReqDescription
compactbooleanReturn compact queue metadata and a daily_pipeline_summary instead of heavy control-tower sections.
include_appliedbooleanInclude already-applied rows. Defaults false unless explicitly reviewing follow-up history.
include_archivedbooleanInclude archived, rejected, passed, stale, or already-applied rows. Defaults false for active work queues.
include_detailbooleanWhen true, include full queue item payloads. Defaults false so hosted MCP review_queue stays small and fast.
include_itemsbooleanWhen false, return health/counts/timing only without loading queue item payloads. Use for fast connector smoke tests.
include_sync_deltabooleanWhen true, include a guarded scout.import_delta-compatible cloud-to-BYOC queue sync payload. Defaults false.
limitinteger
owner_profileobjectOptional owner preference context used to refresh stale zero-score queue items inside this tenant only.
profileobjectAlias for owner_profile when reviewing stale queue items.
run_idstring
statusstring
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_role_review ~129

Compare a role text with the account owner's own saved preferences using a deterministic checklist so Robert can decide whether to review or apply manually. Returns transparent self-review data; no outbound action.

NameTypeReqDescription
min_review_thresholdinteger
owner_profileobjectAlias for profile.
profileobjectOptional owner profile. Defaults to Robert's safe Talent Scout profile for public connector smoke tests.
targetobjectStructured role text or object.
target_textstringPlain-language target role text for lightweight connector smoke tests.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_scan_company_for_roles ~399

Preview a qualified company target for direct careers URLs and role-lane matches. Returns verified status receipts such as company_careers_open_role, needs_human_url_verification, needs_jd_hydration, or careers_page_no_relevant_role. Read-only by default: it returns exact role records for human review, does not persist queue rows unless persist_results is explicitly true, and never invents jobs.

NameTypeReqDescription
allow_live_firecrawlbooleanBackward-compatible no-op for this scanner; official ATS/API scans are preferred when available.
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
careers_urlstring
company_domainstringBackward-compatible alias for company_homepage_url; bare domains are normalized to https://<domain>.
company_homepage_urlstring
company_namestring
company_target_idstring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
eligible_countriesarray
limitinteger
persist_resultsbooleanWhen true, persist verified role records and role-scan receipts to Talent Scout. Defaults false so hosted MCP scans remain read-only previews for human review.
source_urlstring
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
target_lanesarray
target_role_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_score_fit ~129

Compare a role text with the account owner's own saved preferences using a deterministic checklist so Robert can decide whether to review or apply manually. Returns transparent self-review data; no outbound action.

NameTypeReqDescription
min_review_thresholdinteger
owner_profileobjectAlias for profile.
profileobjectOptional owner profile. Defaults to Robert's safe Talent Scout profile for public connector smoke tests.
targetobjectStructured role text or object.
target_textstringPlain-language target role text for lightweight connector smoke tests.
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_search_opportunities ~193

Run fresh governed public-opportunity discovery for the account owner to find roles they may review and apply to manually. If live discovery is unavailable or empty, returns fresh_discovery_count: 0 and does not substitute the existing review queue. Draft/review only; never applies or sends messages.

NameTypeReqDescription
allow_live_firecrawlbooleanRun the approved live-discovery adapter. Costs are governed by the FireCrawl budget gate and kill switch.
include_trackedbooleanWhen true, include tracked-board comparison metadata. Search results still do not return the review queue.
lanestring
limitinteger
min_scoreinteger
owner_profileobjectSafe owner preference facts and positioning for local review.
querystringyesPlain-language opportunity search.
sourcesarray
tenant_idstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_set_search_rails ~302

Persist the active Talent Scout search strategy for a tenant: target lanes, compensation floor, geography, positive/negative filters, resume-variant priority, travel posture, and voice anchor. Future search, fit, review, compose, packet, and note calls load these rails by default until superseded.

NameTypeReqDescription
activeboolean
age_strategyobject
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
compensation_floorstring
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
geographyarray
negative_filtersarray
owner_profile_idstring
positive_filtersarray
prioritystring
rail_namestringyes
reasonstring
resume_variant_priorityobject
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
target_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
voice_anchorstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

talent_scout_upsert_campaign_profile ~434

Create, update, activate, pause, or archive a saved Talent Scout direct-company discovery campaign. Campaigns define company lanes, role lanes, size, geography, comp floor, travel tolerance, negative filters, resume variant, voice anchor, and human-review requirements. Draft/review only; never sends or applies.

NameTypeReqDescription
acceptable_structuresarray
auth_token_keystringOptional wallet/env key name for the tenant Turso auth token. Never pass a raw token.
campaign_idstring
company_size_maxinteger
company_size_mininteger
compensation_minstring
contact_strategyobject
database_url_keystringOptional wallet/env key name for the tenant Turso database URL. Never pass a raw URL or secret.
eligible_countriesarrayBackward-compatible campaign-level work-authorization hint. The stored owner policy still owns the hard country gate.
expanded_regionsarray
expected_versionstringOptional optimistic concurrency token from campaign.updated_at. A mismatch fails without writing.
geography_anchorstring
minimum_total_compinteger
namestring
negative_filtersarray
prioritystring
radius_minutesinteger
resume_variant_strategyobject
seed_robert_campaignboolean
sqlite_pathstringOptional local SQLite path for BYOC receipts; hosted cloud calls fail closed instead of reading local files.
statusstring
target_company_lanesarray
target_role_lanesarray
tenant_database_typestringOptional physical database routing mode. Omit for the default internal StackFast DB; use sovereign_cloud only with wallet-resolved tenant DB credentials.
tenant_idstring
update_modestringPatch preserves omitted fields. Replace is explicit and may reapply defaults.
voice_anchorstring
NameTypeReqDescription
drafts_never_sendsboolean
no_autonomous_outboundboolean
public_toolstringyes
resultobject

No examples provided.

voice_intelligence_run ~429

Run the voice intelligence orchestrator over any input: an uploaded or recorded audio/video file (base64 in file), a public audio or video URL (audio_or_video_url), a PDF (pdf), an image (image), or raw text/notes (text and/or notes). Provide exactly ONE input carrier — audio_or_video_url, file, pdf, image, or text/notes. The input is normalized to a transcript via the existing transcription rails, then three composed outputs are returned: a condensed summary (with action items, decisions, and a next step), a full-verbatim polished actual script (filler removed, wording preserved, never paraphrased; call sources return a masked summary instead), and an authority report (content flywheel plan, plus an owner-facing business report when business context is provided). All outward outputs are mask-gated.

NameTypeReqDescription
audio_or_video_urlstringPublic audio or video URL to transcribe (YouTube caption rail or upload transcription). One of the five input carriers.
businessobjectOptional GrowthOS business context. Providing business_name enables the owner-facing business report inside the authority report.
fileobjectUploaded or recorded audio/video (or text-carrying) file payload, base64-encoded. One of the five input carriers.
identityobjectOptional local identity used by the owner-facing business report.
imageobjectImage payload, base64-encoded. One of the five input carriers.
notesstringAlias for text input; merged with text when both are present. Counts as the text carrier.
pdfobjectPDF document payload, base64-encoded. One of the five input carriers.
sourcestringOptional input provenance. 'call' sources return a masked-summary actual script instead of full verbatim.
speakerstringOptional primary speaker name.
textstringRaw text input (transcription skipped). One of the five input carriers.
titlestringOptional title for the source material.
NameTypeReqDescription
actual_scriptobjectyes
authority_reportobjectyes
input_kindstringyes
llmobject|null
receiptsarrayyes
schema_versionstringyes
summaryobjectyes
transcriptstringyes
transcript_sourcestringyes

No examples provided.