mcp server

StackFast FractWin Expert Brain

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

Description as published by the maintainer. Source

• version 1.0.0
• slowing

slowing — Registry entry last updated 2026-03-31.

What this server can do

72 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

ai_receptionist_callback_packet(call_id, tenant_id)

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. Required: call_id.

ai_receptionist_review_queue(limit, tenant_id)

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.

ai_receptionist_status(call_id, tenant_id)

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. Required: call_id.

artifact_audit(draft_id, tenant_id, artifact_id)

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

artifact_export(format, target, draft_id, tenant_id, artifact_id, target_config, idempotency_key, approval_event_id)

Create an audited export receipt for an approved artifact or internal draft. External publish remains separate and human-approved. Required: tenant_id, target.

artifact_generate(lane, format, locale, audience, tenant_id, caller_type, brand_kit_id, voice_anchor, artifact_type, budget_policy, variant_count, source_context, idempotency_key, output_language, variant_strategy, voice_profile_id, analysis_findings)

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

artifact_refine(lane, format, audience, draft_id, tenant_id, artifact_type, source_content, source_context, idempotency_key, new_source_context, refinement_instruction)

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

artifact_save(approved, draft_id, tenant_id, reuse_tags, learning_scope, idempotency_key, approval_event_id)

Approve/save an artifact and mark tenant-scoped learning-loop eligibility. Does not publish externally. Required: tenant_id, draft_id.

audit_status(tenant_id, audit_project_id)

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

boot_status(role)

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

cogentcast_approval_resolve(package_id, approval_receipt_id)

Read and validate a server-recorded, human-authenticated approval receipt by id. An LLM cannot create approvals, impersonate Robert, change visibility, or unlock public release. Uses the existing CogentCast production service; it does not bypass Studio, mint Robert approval, publish publicly, or expose credentials. Required: package_id, approval_receipt_id.

cogentcast_package_create(input, preview_digest)

Create one governed Work Sample or private narration-review package from a valid preview digest and immutable source hashes. Creation makes no vendor call. Uses the existing CogentCast production service; it does not bypass Studio, mint Robert approval, publish publicly, or expose credentials. Required: input, preview_digest.

cogentcast_package_preview(input)

Validate a Work Sample or content_type=narration_review configuration without creating state or vendor cost. Narration review is source-hash locked and private audio only. Uses the existing CogentCast production service; it does not bypass Studio, mint Robert approval, publish publicly, or expose credentials. Required: input.

cogentcast_production_run(stage, package_id, segment_id, sample_scope, idempotency_key)

Request one leased production stage. Narration-review packages accept only narration generation with segment_id; the bounded sample and authenticated Robert ear gate protect all remaining segments. Uses the existing CogentCast production service; it does not bypass Studio, mint Robert approval, publish publicly, or expose credentials. Required: package_id, stage, idempotency_key.

cogentcast_production_status(package_id)

Read an authenticated reader's tenant-scoped package, retained artifact hashes, worker state, and append-only receipts. Private source text and blob locations are not exposed. Uses the existing CogentCast production service; it does not bypass Studio, mint Robert approval, publish publicly, or expose credentials. Required: package_id.

credentials_inventory(query)

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.

estimator_catalog_search(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_catalog_sources(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_add_line(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_convert_to_bid(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_convert_to_invoice(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_create_draft(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_export(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_progress_invoice(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_estimate_update_line(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_policy_check(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

estimator_receipt_get(line, lines, query, bridge, format, approval, source_id, tenant_id, adapter_id, document_id, estimate_id, progress_pct, idempotency_key)

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

fetch(id, aid, page, next_page, page_size)

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. Required: id, page, page_size.

growthos_business_brain_interview(action, source, answers, company, lead_id, tenant_id, session_id, customer_name, customer_email, interview_type, audit_project_id)

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

growthos_digital_clone_packet(prospect, tenant_profile, perspective_context)

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. Required: prospect.

growthos_opportunity_scout_packet(opportunity)

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

growthos_owner_facing_report(sender, prospect, cogentcast_site_review, include_cogentcast_site_review)

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. Required: prospect.

growthos_revenue_capture_packet(sender, prospect, cogentcast_site_review, include_cogentcast_site_review)

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. Required: prospect.

growthos_scorecard(sender, prospect, prospects)

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.

reply_compose(goal, channel, surface, signature, tenant_id, constraints, crm_context, referred_by, recipient_name, idempotency_key, inbound_message, persist_artifact, capability_context, relationship_context)

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. Required: channel.

search(query)

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

session_file_read(limit, filename, session_id, artifact_id)

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

talent_scout_application_workup(notes, title, company, tenant_id, queue_item_id, application_id, requisition_id, canonical_job_id, job_description_text, portal_application_id, user_supplied_jd_text, include_follow_up_plan, include_interview_prep)

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.

talent_scout_browser_fill_receipt(send, apply, fields, submit, readbacks, tenant_id, profile_values, schema_receipt)

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.

talent_scout_business_email_receipt(email, domain, last_name, tenant_id, first_name, person_name, sqlite_path, company_name, email_source, person_label, auth_token_key, database_url_key, company_target_id, tenant_database_type)

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.

talent_scout_compose_application(notes, title, company, actor_id, tenant_id, careers_url, output_kind, voice_anchor, queue_item_id, application_id, requisition_id, writer_provider, canonical_job_id, compare_providers, owner_profile_text, baseline_resume_text, company_homepage_url, company_profile_text, job_description_text, linkedin_profile_text, portal_application_id, user_supplied_jd_text)

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.

talent_scout_correct_relationship_activity(channel, direction, tenant_id, sqlite_path, auth_token_key, idempotency_key, database_url_key, correction_reason, original_receipt_id, tenant_database_type)

Append an immutable correction for the channel and direction of an existing Talent Scout Relationship Core receipt. The original receipt is never changed; this tool never sends, applies, scrapes, or changes candidacy status. Required: tenant_id, idempotency_key, original_receipt_id, channel, direction, correction_reason.

talent_scout_create_packet(notes, actor_id, tenant_id, output_kind, queue_item_id, opportunity_mode)

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

talent_scout_daily_pipeline(limit, compact, profile, tenant_id, slate_limit, include_items, owner_profile, section_limit, hydration_limit, include_applied, include_archived)

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.

talent_scout_discover_companies_by_campaign(limit, sources, tenant_id, campaign_id, sqlite_path, campaign_name, auth_token_key, persist_results, database_url_key, allow_live_firecrawl, tenant_database_type, allow_live_google_places)

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.

talent_scout_discover_local_companies(limit, sources, tenant_id, campaign_id, sqlite_path, campaign_name, auth_token_key, radius_minutes, persist_results, company_size_max, company_size_min, database_url_key, geography_anchor, target_role_lanes, allow_live_firecrawl, target_company_lanes, tenant_database_type, allow_live_google_places)

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.

talent_scout_draft_manual_note(goal, send, apply, title, channel, company, tenant_id, role_title, campaign_id, person_name, sqlite_path, company_name, contact_name, person_label, queue_item_id, application_id, auth_token_key, database_url_key, company_target_id, tenant_database_type)

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.

talent_scout_draft_outreach(send, apply, pains, tenant_id, target_name, artifact_type, voice_profile, voice_samples)

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. Required: target_name, pains.

talent_scout_explain_preferences_match(tenant_id, queue_item_id, owner_preferences)

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. Required: queue_item_id, owner_preferences.

talent_scout_form_schema_receipt(send, apply, fields, submit, tenant_id)

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. Required: fields.

talent_scout_generate_finished_resume(title, company, tenant_id, queue_item_id, application_id, requisition_id, idempotency_key, canonical_job_id, job_description_text, portal_application_id, user_supplied_jd_text)

Generate a tenant-scoped, draft-only standalone resume from a hydrated role and stored applicant proof bank, export it to PDF through Artifact Studio, and return a render-readback receipt. It never sends, applies, or approves external use. Required: idempotency_key.

talent_scout_import_byoc_delta(send, apply, delta, roles, source, packets, contacts, direction, tenant_id, idempotency_key, queue_sync_version)

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.

talent_scout_mail_signals(limit, tenant_id)

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.

talent_scout_my_profile_status(tenant_id, sqlite_path, auth_token_key, database_url_key, tenant_database_type)

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.

talent_scout_my_profile_upsert(mode, dry_run, tenant_id, sqlite_path, proof_points, target_lanes, work_history, claims_ledger, voice_profile, auth_token_key, database_url_key, negative_filters, outreach_history, interview_history, owner_profile_text, resume_variant_ids, travel_preferences, work_style_profile, application_history, if_match_updated_at, baseline_resume_text, tenant_database_type, geography_preferences, linkedin_profile_text, compensation_preferences, replace_string_array_fields)

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.

talent_scout_person_research_notes(limit, role_lane, tenant_id, campaign_id, sqlite_path, company_name, auth_token_key, database_url_key, company_target_id, tenant_database_type)

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.

talent_scout_pipeline_describe(tenant_id)

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

talent_scout_profile_status(tenant_id, sqlite_path, auth_token_key, database_url_key, tenant_database_type)

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.

talent_scout_profile_upsert(mode, dry_run, tenant_id, sqlite_path, proof_points, target_lanes, work_history, claims_ledger, voice_profile, auth_token_key, database_url_key, negative_filters, outreach_history, interview_history, owner_profile_text, resume_variant_ids, travel_preferences, work_style_profile, application_history, if_match_updated_at, baseline_resume_text, tenant_database_type, geography_preferences, linkedin_profile_text, compensation_preferences, replace_string_array_fields)

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.

talent_scout_reconcile_application_history(dry_run, tenant_id, corrections, sqlite_path, auth_token_key, database_url_key, if_match_updated_at, tenant_database_type)

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. Required: tenant_id, if_match_updated_at, corrections.

talent_scout_record_application(send, apply, notes, title, company, actor_id, apply_url, tenant_id, submitted_at, queue_item_id, application_id, requisition_id)

Record that the human manually submitted an application. A known Talent Scout queue item is preferred, but a human-attested company, title, requisition/application id, and application URL can create the same durable history-backed queue record when no live posting exists. This updates lifecycle status, schedules follow-up tasks, and records a submission receipt only; it never applies, sends, clicks, or submits anything automatically.

talent_scout_record_manual_note(goal, send, apply, notes, channel, summary, decision, sent_text, tenant_id, draft_text, role_title, campaign_id, occurred_at, person_name, sqlite_path, company_name, contact_name, person_label, next_touch_at, queue_item_id, application_id, auth_token_key, manual_note_id, idempotency_key, database_url_key, company_target_id, edited_draft_text, tenant_database_type)

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. Required: manual_note_id, decision.

talent_scout_record_queue_decision(send, apply, title, reason, company, actor_id, decision, tenant_id, queue_item_id, revisit_after)

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. Required: decision.

talent_scout_record_relationship_activity(channel, company, summary, direction, tenant_id, occurred_at, sqlite_path, artifact_url, contact_name, next_touch_at, auth_token_key, idempotency_key, database_url_key, tenant_database_type, related_queue_item_id, related_application_id)

Record one human-reported email, LinkedIn, SMS, 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. Required: tenant_id, idempotency_key, channel, direction, company, contact_name, occurred_at, summary.

talent_scout_review_queue(limit, run_id, status, compact, profile, tenant_id, include_items, owner_profile, include_detail, include_applied, include_archived, include_sync_delta)

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.

talent_scout_role_review(target, profile, tenant_id, target_text, owner_profile, min_review_threshold)

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.

talent_scout_scan_company_for_roles(limit, tenant_id, source_url, campaign_id, careers_url, sqlite_path, company_name, target_lanes, auth_token_key, company_domain, persist_results, database_url_key, company_target_id, target_role_lanes, eligible_countries, allow_live_firecrawl, company_homepage_url, tenant_database_type)

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.

talent_scout_score_fit(target, profile, tenant_id, target_text, owner_profile, min_review_threshold)

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.

talent_scout_search_opportunities(lane, limit, query, sources, min_score, tenant_id, owner_profile, include_tracked, allow_live_firecrawl)

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. Required: query.

talent_scout_set_search_rails(active, reason, priority, geography, rail_name, tenant_id, sqlite_path, age_strategy, target_lanes, voice_anchor, auth_token_key, database_url_key, negative_filters, owner_profile_id, positive_filters, compensation_floor, tenant_database_type, resume_variant_priority)

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. Required: rail_name.

talent_scout_upsert_campaign_profile(name, status, priority, tenant_id, campaign_id, sqlite_path, update_mode, voice_anchor, auth_token_key, radius_minutes, company_size_max, company_size_min, compensation_min, contact_strategy, database_url_key, expanded_regions, expected_version, geography_anchor, negative_filters, target_role_lanes, eligible_countries, minimum_total_comp, seed_robert_campaign, target_company_lanes, tenant_database_type, acceptable_structures, resume_variant_strategy)

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.

voice_intelligence_run(pdf, file, text, image, notes, title, source, speaker, business, identity, audio_or_video_url)

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.

Last successful function declaration observed on 2026-08-13. Source: https://stackfast.ai/api/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on 2026-08-13. Source: https://stackfast.ai/api/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Where to get it

• Repository — https://github.com/stackfast-technologies/mcp-brain-server
• Remote endpoint (streamable-http) — https://stackfast.ai/api/mcp