Xpersona

Crawler Summary

@bard/mcp-brain-manager answer-first brief

MCP server for intelligent Brain system management with semantic routing MCP Brain Manager An intelligent context management layer for the Brain Knowledge Management System, implementing semantic routing and human-in-the-loop workflows. Overview The MCP Brain Manager provides: - **Enhanced Session Management** - Automatic context loading and mode selection - **Semantic Routing** - Intelligent classification of user intent - **Human-in-the-Loop Updates** - Proposed changes require confirma Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

@bard/mcp-brain-manager is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

@bard/mcp-brain-manager

MCP server for intelligent Brain system management with semantic routing MCP Brain Manager An intelligent context management layer for the Brain Knowledge Management System, implementing semantic routing and human-in-the-loop workflows. Overview The MCP Brain Manager provides: - **Enhanced Session Management** - Automatic context loading and mode selection - **Semantic Routing** - Intelligent classification of user intent - **Human-in-the-Loop Updates** - Proposed changes require confirma

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Mikeybeez

Artifacts

0

Benchmarks

0

Last release

0.1.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/MikeyBeez/mcp-brain-manager.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Mikeybeez

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key, oauth

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

cd mcp-brain-manager
npm install
npm run build

json

{
  "mcpServers": {
    "brain-manager": {
      "command": "node",
      "args": ["/path/to/mcp-brain-manager/dist/index.js"],
      "description": "Intelligent Brain system management"
    }
  }
}

typescript

manager_init({ message: "Let's continue working on the API" })
// Returns: mode, confidence, last session info, current project

typescript

propose_update({
  updateType: "progress",
  updates: {
    completedTasks: ["Setup auth"],
    newTasks: ["Add tests"],
    currentFocus: "Testing"
  }
})
// Returns: proposal ID, confirmation prompt, proposed changes

typescript

confirm_update({
  updateId: "uuid-here",
  modifications: { /* optional changes */ }
})

typescript

switch_project({
  projectName: "new-project",
  createIfNotExists: true,
  template: "software"
})

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

MCP server for intelligent Brain system management with semantic routing MCP Brain Manager An intelligent context management layer for the Brain Knowledge Management System, implementing semantic routing and human-in-the-loop workflows. Overview The MCP Brain Manager provides: - **Enhanced Session Management** - Automatic context loading and mode selection - **Semantic Routing** - Intelligent classification of user intent - **Human-in-the-Loop Updates** - Proposed changes require confirma

Full README

MCP Brain Manager

An intelligent context management layer for the Brain Knowledge Management System, implementing semantic routing and human-in-the-loop workflows.

Overview

The MCP Brain Manager provides:

  • Enhanced Session Management - Automatic context loading and mode selection
  • Semantic Routing - Intelligent classification of user intent
  • Human-in-the-Loop Updates - Proposed changes require confirmation
  • Project Stack - Seamless switching between multiple projects
  • Project Templates - Structured starting points for different project types
  • Analytics & Insights - Pattern analysis and productivity metrics

Installation

cd mcp-brain-manager
npm install
npm run build

Configuration

Add to your MCP settings:

{
  "mcpServers": {
    "brain-manager": {
      "command": "node",
      "args": ["/path/to/mcp-brain-manager/dist/index.js"],
      "description": "Intelligent Brain system management"
    }
  }
}

Available Tools

Core Management

manager_init

Initialize enhanced brain session with context loading.

manager_init({ message: "Let's continue working on the API" })
// Returns: mode, confidence, last session info, current project

propose_update

Create a reviewable update proposal.

propose_update({
  updateType: "progress",
  updates: {
    completedTasks: ["Setup auth"],
    newTasks: ["Add tests"],
    currentFocus: "Testing"
  }
})
// Returns: proposal ID, confirmation prompt, proposed changes

confirm_update

Apply a proposed update after review.

confirm_update({
  updateId: "uuid-here",
  modifications: { /* optional changes */ }
})

Project Management

switch_project

Switch to different project with context preservation.

switch_project({
  projectName: "new-project",
  createIfNotExists: true,
  template: "software"
})

return_to_previous

Pop previous project from stack.

return_to_previous()

generate_dashboard

Create Obsidian-compatible project dashboard.

generate_dashboard({
  projectName: "my-project",
  includeAnalytics: true
})

Intelligence Features

semantic_classify

Classify user intent with reasoning.

semantic_classify({
  message: "I want to analyze the performance metrics",
  context: { lastProject: "api-project" }
})
// Returns: mode, confidence, reasoning

analyze_patterns

Analyze work patterns for insights.

analyze_patterns({
  timeframe: "week",
  focusArea: "productivity"
})

Usage Examples

Starting a Session

// First message of the day
await manager_init({ 
  message: "Let's continue with the chat app" 
})

// Response:
{
  "mode": "project_continuation",
  "confidence": 0.85,
  "reasoning": "Continuation signal detected with active project",
  "lastSession": {
    "project": "chat-app",
    "lastActivity": "Implemented websocket server"
  }
}

Recording Progress

// Propose an update
const proposal = await propose_update({
  updateType: "progress",
  updates: {
    completedTasks: ["Implement websockets"],
    newTasks: ["Add reconnection logic"],
    currentFocus: "Connection stability"
  }
})

// Review and confirm
await confirm_update({ updateId: proposal.id })

Making Decisions

await propose_update({
  updateType: "decision",
  updates: {
    decision: "Use Socket.IO instead of raw WebSockets",
    rationale: "Better browser compatibility and reconnection",
    impact: "Need to refactor existing code"
  }
})

Project Templates

Available templates:

  • software - Software development projects
  • research - Research and investigation
  • ml - Machine learning projects
  • writing - Writing and documentation
  • custom - Blank slate

Security Guidelines

Data Storage Restrictions

NEVER store the following in the state table:

  • API keys (OpenAI, Anthropic, etc.)
  • Passwords or authentication tokens
  • OAuth tokens or refresh tokens
  • Private SSH keys or certificates
  • Database connection strings with credentials
  • Any form of authentication credentials
  • Personal identification information (SSN, credit cards, etc.)

Sensitive Data Handling

If you need to work with sensitive data:

  1. Environment Variables - Keep API keys in environment variables
  2. External Config - Use separate config files (not tracked in git)
  3. Monitex Integration - For future encrypted storage needs: 
    // Future implementation
await manager_init({ 
  message: "Start work",
  encrypted: true  // Triggers Monitex password prompt
})

Validation Rules

The brain-manager includes automatic validation to prevent accidental storage of sensitive data:

  • Detects common API key patterns (sk-, pk-, api-, key-, token-)
  • Blocks storage of strings matching credential patterns
  • Warns when attempting to store potential sensitive data

Safe Data for State Table

✅ Safe to store:

  • Project metadata and descriptions
  • Task lists and progress tracking
  • Decision records and rationales
  • File paths and project structure
  • Timestamps and activity logs
  • Non-sensitive configuration options
  • Public URLs and documentation links

❌ Never store:

  • Any form of credentials or secrets
  • Private/sensitive project data
  • Customer data or PII
  • Proprietary algorithms or trade secrets

Architecture

mcp-brain-manager/
├── src/
│   ├── index.ts           # MCP server entry point
│   ├── brain-manager.ts   # Core management logic
│   ├── semantic-router.ts # Intent classification
│   └── template-manager.ts # Project templates
├── dist/                  # Compiled output
└── package.json

Integration with Brain Tools

This manager coordinates with existing brain tools:

  • Uses brain:brain_init for initialization
  • Stores contexts with brain:state_set/get
  • Saves narratives with brain:brain_remember/recall
  • Creates dashboards with brain:obsidian_note

Development

# Watch mode
npm run watch

# Run tests
npm test

# Build for production
npm run build

Future Enhancements

  1. True Semantic Routing - Call Claude for classification instead of patterns
  2. Context Compression - Automatic summarization for large projects
  3. Collaboration Mode - Share contexts between users
  4. Voice Integration - Natural language project updates
  5. Auto-categorization - Intelligent task and decision grouping

Troubleshooting

Q: Semantic classification seems wrong? A: You can provide feedback to improve:

await semantic_classify({
  message: "your message",
  context: { /* ... */ }
})
// If wrong, explicitly state: "switch to research mode"

Q: How to see all projects? A: Use the brain tools directly:

brain:state_list({ category: "project" })

Q: Update proposal expired? A: Proposals expire after 5 minutes. Create a new one.

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

mcp, api_key, oauth

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key",
    "oauth"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/MikeyBeez/mcp-brain-manager#input",
  "outputSchemaRef": "https://github.com/MikeyBeez/mcp-brain-manager#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:47.310Z",
  "sourceUpdatedAt": "2026-02-24T19:44:47.310Z",
  "freshnessSeconds": 4436577
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T04:07:44.602Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "brain",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "knowledge-management",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "context",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "semantic-routing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:brain|supported|profile capability:knowledge-management|supported|profile capability:context|supported|profile capability:semantic-routing|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.310Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key, oauth",
    "href": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.310Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/MikeyBeez/mcp-brain-manager#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:47.310Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Mikeybeez",
    "href": "https://github.com/MikeyBeez/mcp-brain-manager",
    "sourceUrl": "https://github.com/MikeyBeez/mcp-brain-manager",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/MikeyBeez/mcp-brain-manager",
    "sourceUrl": "https://github.com/MikeyBeez/mcp-brain-manager",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-mikeybeez-mcp-brain-manager/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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