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Universal Talent & Growth Scout MCP

Universal Talent & Growth Scout MCP productizes two namespaces on the shared StackFast MCP control plane: team_hire.recruiter.* for FractWin recruiting workflows and growth.scout.* for ICP discovery, gatekeeper identification, voice-authentic outreach drafts, and Service Desk/CRM-routed follow-up.

Host and data posture

Where this product is meant to live.

Broader scout queue after Talent Scout V1 proof.

Commercial shape

Operator-console system

Data posture

Tenant brain required

Approval posture

Approval required

Best demo

StackFast UI

Best daily use

StackFast UIOpenClaw hosted

Who it is for

Recruiting operators, sales and growth teams, agent builders, professional-services firms, and BYOC customers that need governed talent matching or governed prospect scouting.

Problem it solves

It prevents talent scouting, growth outreach, CRM creation, and brain learning loops from becoming disconnected scripts with separate auth, duplicate extractors, and unaudited outbound sends.

Activation model

Self-serve V1 grants reader-safe scout review and draft surfaces only. Outbound sends, write tools, CRM materialization, provider policy, role-brain writes, Service Desk work-order routing, and MASK compliance packs remain assisted.

Proof and source paths

  • Enterprise spec exists
  • Signal, relationship-led outreach, buyer-led discovery, candidate intake, and agent-capability gates are now represented in callable recruiter/workspace surfaces
  • Public StackFast MCP exposes the Talent/Growth Scout beta namespace
  • Orchestrator run creates CRM follow-up tasks plus Desk tickets/work orders with idempotent replay
  • FireClaw policy status, Rhea source strategy, source-review lanes, scout cycles, review queues, shared score/pain/voice/learning tools, company_intel, signal_pain_extract, identify_contacts, investor roster intake, application synthesis, and approval packet tools are callable
  • Lane C queue items compose draft-only consulting-pilot packets with guardrails-before-persist
  • Investor roster intake creates review-only investor rows with 506(b) warm-only gate metadata and no outbound
  • Investor workspace rows render identity, authority, thesis-fit, connection-path, packet, dispatch, lifecycle, and compliance panels
  • Queue/review state keeps bulk discovery out of brain/wiki
  • FractWin recruiter API routes already exist
  • StackFast MCP control-plane namespace architecture is locked
  • Service Desk/CRM/MCP layering is locked
  • Universal Authority Intake is the required extraction substrate

Repo evidence

  • docs/UNIVERSAL_TALENT_GROWTH_SCOUT_MCP_SPEC_2026-05-12.md
  • docs/UNIVERSAL_TALENT_GROWTH_SCOUT_METHODOLOGY_GAP_2026-05-12.md
  • ../mcp-brain-server/src/lib/talent-growth-contracts.ts
  • ../mcp-brain-server/src/lib/talent-growth-kernel.ts
  • ../mcp-brain-server/src/lib/talent-growth-store.ts
  • ../mcp-brain-server/src/tools/team-hire-shared.ts
  • ../mcp-brain-server/src/tools/team-hire-recruiter.ts
  • ../mcp-brain-server/src/tools/growth-scout.ts
  • ../mcp-brain-server/src/scripts/team-hire-scout-cycle.ts
  • ../mcp-brain-server/src/scripts/growth-scout-cycle.ts
  • app/api/recruiter/match/route.ts
  • app/api/recruiter/apply/route.ts
  • app/api/recruiter/placements/route.ts
  • app/api/orchestrator/talent-scout/run/route.ts
  • app/api/ops/talent-scout/workspace/route.ts
  • components/ops/talent-scout/ApplicationIntakeWorkspace.tsx
  • lib/team-hire/mcp-tools.ts
  • lib/team-hire/talent-scout-workspace.ts
  • lib/team-hire/application-synthesis/service.ts
  • lib/team-hire/application-synthesis/persistence.ts
  • lib/team-hire/application-synthesis/types.ts
  • lib/growthos/mcp-tools.ts
  • lib/growthos/revenue-capture.ts
  • lib/growthos/business-brain-interview.ts
  • lib/opportunity-scout/core.ts

Capabilities

recruiter namespace

mcp

Expose FractWin recruiting workflows through a governed MCP namespace with source-review lanes, profile-aware fit scoring, company intelligence, signal pain extraction, contact-role templates, draft gating, queue review, relationship-led follow-up packets, VC roster intake, and draft-only synthesis traces.

Agent use
team_hire.recruiter.source_strategy, discover_positions, match_jobs, run_scout_cycle, review_queue, approve_follow_up, company_intel, signal_pain_extract, identify_contacts, team_hire.investor.ingest_roster, team_hire.application.extract_context, retrieve_operator_history, select_positioning, guardrail_check, compose_packet, and team_hire.shared.* are callable in the public StackFast MCP. discover_positions returns source-review lanes unless a live provider adapter is approved; it must not be treated as verified job-post discovery. Investor roster intake creates review-only rows with 506(b) warm-only gate metadata, 506(c) blocked posture, no auto cadence, no autonomous outbound, and workspace packet/dispatch/lifecycle receipt surfaces. Application intake surfaces preserve no-autonomous-outbound, generate draft-only packets for operator review, and auto-detect Lane C consulting-pilot composition from the persisted queue lane when opportunity_mode is omitted.

growth scout namespace

mcp

Review growth source lanes, identify pains and gatekeeper roles, draft approval-gated outreach, and route approved follow-up through durable work orders.

Agent use
growth.scout.discover_companies, identify_pains, find_gatekeepers, verify_contacts, draft_sequence, run_scout_cycle, review_queue, approve_outreach, and propose_custom_plugin are callable in the public StackFast MCP. discover_companies returns source-review lanes unless a live provider adapter is approved; it must not be treated as verified account discovery. Remote dispatch, autonomous Firecrawl/OpenClaw cron, live contact-provider verification, and revenue-flywheel claims remain gated until signal intake, relationship-led discovery, and buyer-led draft gates land.

learning loop record

mcp

Record recruiting and outreach outcomes back to CHRO or Growth role brains with evidence and audit trail.

Agent use
team_hire.shared.learning_loop_record is callable as an auditable local learning-packet shape; durable role-brain writes remain routed through approved brain/wiki close and Service Desk/CRM outcome evidence.

Connector proof

Catalog is not the same as customer-ready.

This product only becomes market-ready after a real host mounts the entitled tools, a safe call succeeds, metering records the event, and a customer-safe receipt exists. Until then, the page shows the strongest proven status without rounding up.

Catalog

Runtime registry and product manifest are present.

Entitlement

Execution requires OAuth or storefront entitlement scope.

Callable

Callable tool proof is incomplete.

Metering

Metering waits on callable execution.

Customer validated

Pending fresh host-surface call receipt.

Runtime registry status

Primary registry

stackfast.ai/api/mcp

Status

partial public mcp

Install gate

Self-serve V1 is read-only. GrowthOS Revenue Capture has its own live public listing; keep live provider adapters, T1/BYOC install, orchestrator cron, methodology gates, approved outbound, and full CRM/Service Desk materialization behind assisted approval.

Callable tools

  • team_hire.fireclaw.status
  • team_hire.shared.score_fit
  • team_hire.shared.extract_pains
  • team_hire.shared.draft_artifact
  • team_hire.shared.voice_fidelity_check
  • team_hire.shared.learning_loop_record
  • team_hire.recruiter.source_strategy
  • team_hire.recruiter.discover_positions
  • team_hire.recruiter.match_jobs
  • team_hire.recruiter.run_scout_cycle
  • team_hire.recruiter.review_queue
  • team_hire.recruiter.approve_follow_up
  • team_hire.recruiter.company_intel
  • team_hire.recruiter.signal_pain_extract
  • team_hire.recruiter.identify_contacts
  • team_hire.investor.ingest_roster
  • team_hire.application.extract_context
  • team_hire.application.retrieve_operator_history
  • team_hire.application.select_positioning
  • team_hire.application.guardrail_check
  • team_hire.application.compose_packet
  • growth.scout.discover_companies
  • growth.scout.identify_pains
  • growth.scout.find_gatekeepers
  • growth.scout.verify_contacts
  • growth.scout.draft_sequence
  • growth.scout.run_scout_cycle
  • growth.scout.review_queue
  • growth.scout.approve_outreach
  • growth.scout.propose_custom_plugin
  • stackfast.growthos.scorecard
  • stackfast.growthos.owner_facing_report
  • stackfast.growthos.business_brain_interview
  • stackfast.growthos.revenue_capture_packet
  • stackfast.growthos.opportunity_scout_packet
  • stackfast.growthos.digital_clone_packet

Missing or gated tools

  • stackfast.talent.recruiter.run_scout_cycle
  • stackfast.growth.scout.run_scout_cycle
  • stackfast.growth.scout.cron.schedule
  • stackfast.growth.scout.crm.materialize
  • Public MCP exposes the beta namespace and policy kernel.
  • GrowthOS Revenue Capture has a separate public product listing at /store/growthos-mcp; this scout bundle still composes the same tools where recruiter/growth workflows need them.
  • Revenue Capture Scorecard, Business Brain Intake, Revenue Capture Report, and Opportunity Scout Packet are callable on the shared MCP plane.
  • Source-review lanes are not verified job postings or verified prospects until an approved provider adapter confirms them.
  • Outbound sends and autonomous crawling remain gated.

Install and activate

Connect this product through the StackFast MCP endpoint. Discovery metadata is public; execution uses OAuth and storefront entitlement checks.

MCP URL

https://stackfast.ai/api/mcp

Agent subscription

An approved agent can open checkout for checkout-ready plans, then reconnect with OAuth after payment.

Client snippets

ChatGPT

Add StackFast as a custom MCP connector, then approve OAuth when prompted.

Claude

Connect a remote MCP server using the StackFast MCP URL and a tenant-scoped token or OAuth flow.

Cursor

Register StackFast as a remote MCP server for project-scoped tool use.

Grok

Add StackFast as a custom MCP connector using the StackFast MCP URL and customer entitlement auth.

Product: Universal Talent & Growth Scout MCP
Product API: https://stackfast.ai/api/store/products/talent-growth-scout-mcp
Pricing API: https://stackfast.ai/api/store/pricing/talent-growth-scout-mcp
Manifest API: https://stackfast.ai/api/store/manifests/talent-growth-scout-mcp
MCP URL: https://stackfast.ai/api/mcp
Auth: oauth_reader_or_storefront_entitlement
Checkout session API: https://stackfast.ai/api/store/checkout/session
Plans:
- Scout Solo: $49/mo; checkout_ready=true; checkout_url=https://stackfast.ai/store/buy/talent-growth-scout-mcp?plan=scout-solo&source=agent_activation
- Scout Pro: $149/mo; checkout_ready=true; checkout_url=https://stackfast.ai/store/buy/talent-growth-scout-mcp?plan=scout-pro&source=agent_activation
- Scout Team: $399/mo; checkout_ready=true; checkout_url=https://stackfast.ai/store/buy/talent-growth-scout-mcp?plan=scout-team&source=agent_activation
- Talent and growth scout install: Request scope; checkout_ready=false; checkout_url=request_scope
Agent activation:
- Read this product manifest and pricing API.
- If a plan has checkout_ready=true, open its checkout_url or POST product_slug, plan_slug, and customer_email to the checkout session API.
- After Stripe payment, the signed webhook grants storefront_entitlements for the buyer email/account.
- Connect the LLM client to the MCP URL and approve OAuth so tools/list reflects the licensed reader surface.
- Call only tools exposed for that entitlement; unentitled execution must fail closed.

Agent-readable queries

Universal Talent Growth Scout MCPMCP recruiter pluginAI growth scout MCPFractWin recruiting MCPgoverned outbound prospecting MCP
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