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

StackFast MCP Control Plane

StackFast MCP Control Plane is the agent-readable integration surface that lets approved tools discover and call StackFast workflows safely without fragmenting memory, auth, or audit.

Who it is for

Agent builders, enterprise operators, and partners who need StackFast workflows available to AI tools.

Problem it solves

It prevents every chat, agent, and surface from creating separate memory, auth, audit, and dispatch paths.

Activation model

Manifest-first with wallet/RBAC discipline, tenant-scoped execution, and internal approval for mutating tools.

Proof and source paths

MCP route exists
MCP metadata exposes tool discovery
Boot/status tool is callable
AI6 collaboration memory MCP supports project news, claim, close, and canon close
Governed judgment retrieval is callable
Team Hire MCP tools exist
Travel and schedule tools exist

Repo evidence

app/api/mcp/route.ts
app/api/mcp/audit/route.ts
app/api/mcp/travel/route.ts
lib/team-hire/mcp-tools.ts

Capabilities

mcp tool discovery

mcp

Discover callable StackFast MCP tools and metadata.

judgment retrieve

mcp

Retrieve governed evidence packs from decision memory.

expert brain query

mcp

Query approved expert brain domains through MCP.

ai6 collaboration memory

mcp

Bidirectional AI6 agent communication through project news, dispatch claim, dispatch close, and canon close.

team hire mcp suite

mcp

Inspect Team Hire queue, status, delivery checks, recruiter scout cycle, archive readiness, and customer-safe digests.

travel schedule tools

mcp

Plan trips and query/update agenda or schedule memory.

control plane hardening roadmap

mcp

Planned hardening path for indexed dispatch storage, artifact retrieval, canon close, and host/surface status.

Runtime registry status

Primary registry

hybrid

Status

partial public mcp

Install gate

Control plane remains assisted until dispatch storage V2, tenant install profiles, and registry status proof are live.

Callable tools

stackfast.boot.status
stackfast.host.status
stackfast.surface.status
stackfast.brain.search
stackfast.wiki.search
stackfast.judgment.retrieve
stackfast.dispatch.create
stackfast.dispatch.claim
stackfast.dispatch.status
stackfast.dispatch.close
stackfast.canon.close
stackfast.artifact.get
stackfast.project.news

Missing or gated tools

dispatch_storage_v2
stackfast.dispatch.list
stackfast.toolbox.registry.status
stackfast.install.profile.resolve

Website MCP is the public authenticated registry.
mcp-brain-server remains the AI6/BYOC beta registry for local tools not yet proxied to stackfast.ai/api/mcp.

Agent-readable queries

StackFast MCP control planeMCP plugin for business operationsagentic StackFast pluginAI workflow plugin marketplace