What is a Role Brain?

A Role Brain is a persistent decision-pattern repository that captures the tacit knowledge and instincts of key personnel. When an executive departs, their Role Brain remains as a corporate asset, allowing a successor to operate at full capacity from Day 1.

How does StackFast differ from standard RAG implementations?

Standard RAG retrieves text without understanding context. StackFast provides a reasoning layer that applies judgment through structured logic, builds persistent Role Brains that compound over time, and enforces knowledge sovereignty through a 3-layer governance gate.

What is Knowledge Sovereignty?

Knowledge Sovereignty means your organization's intelligence never leaks into third-party training sets. Every brain entry is tagged for compliance and M&A readiness, with audit trails generated automatically for EU AI Act, SOC2, and HIPAA compliance.

How does StackFast reduce Key-Person Risk?

StackFast captures executive decision patterns, client relationship nuances, and institutional knowledge into structured Role Brains. When key personnel leave, their judgment and instincts remain as a corporate asset, reducing onboarding time for replacements and preserving institutional intelligence.

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plugin

Universal Authority Intake MCP

Universal Authority Intake MCP is the governed source-ingestion product for customer-owned knowledge capture: register a source, extract claims/entities/relationships, compose an original authority report, preview graph links, then feed approved packets into the tenant brain or wiki with MASK and audit controls.

Who it is for

Enterprises, creators, operators, advisors, and BYOC teams that repeatedly process YouTube videos, recorded conversations, documents, images, or research notes into private brain memory.

Problem it solves

It gives teams a governed way to build their own brain from outside material without dumping raw transcripts into memory, leaking IP, violating quote limits, or creating one-off feed paths per chat surface.

Activation model

Inquiry-first install profile with provider policy, customer wallet or local Ollama endpoint, SearXNG/local research defaults, MASK quote-budget enforcement, and tenant-scoped audit.

Proof and source paths

Universal Authority Intake MCP spec exists
Shared authority contracts landed in mcp-brain-server
Local SQLite/libSQL wiki graph and hot cache landed in mcp-brain-server commit 143b520
intake.* tools are registered and smoke-tested in mcp-brain-server
V1 scope is YouTube, text, file, PDF, and image intake
Phone/email adapters are deferred to regulated V2

Repo evidence

docs/UNIVERSAL_AUTHORITY_INTAKE_MCP_SPEC_2026-05-12.md
../mcp-brain-server/docs/UNIVERSAL_AUTHORITY_INTAKE_MCP_V1_LOCAL_WIKI_GRAPH_SPEC_2026-05-12.md
../mcp-brain-server/src/lib/authority-contracts.ts
../mcp-brain-server/src/lib/intake-store.ts
../mcp-brain-server/src/tools/intake.ts

Capabilities

source register

mcp

authority report compose

mcp

Compose an original authority report with claims, entities, relationships, evidence refs, and quote-budget enforcement.

graph preview feed packet

mcp

Preview graph nodes/edges and create dry-run feed packets for brain, wiki, CTO brain, or approved tenant destinations.

Runtime registry status

Primary registry

mcp-brain-server

Status

local byoc mcp

Install gate

Storefront remains assisted until local/BYOC intake tools are either proxied through stackfast.ai/api/mcp or packaged as a declared local MCP install profile with T1 smoke evidence.

Callable tools

intake.source.register
intake.transcribe
intake.extract
intake.authority_report
intake.graph_preview
intake.feed_packet
intake.feed
intake.audit_status

Missing or gated tools

stackfast.intake.source.register
stackfast.intake.authority_report
stackfast.intake.feed

mcp-brain-server has the built and smoke-tested intake namespace.
CleverQ /think is a first-party workbench, not proof that public MCP exposes intake.*.

Agent-readable queries

Universal Authority Intake MCPYouTube to private brain MCPBYOC authority report pluginlocal model knowledge graph intakegoverned brain feed MCP