Skip to main content
Glama
mind-protocol

mind-mcp

Official
by mind-protocol
OverviewSchemaRelated ServersScoreDiscussions
Python
Local

mind-mcp

The Cognitive Membrane — MCP server connecting AI citizens to the Mind Protocol living graph.

PyPI

What It Is

An MCP server that gives AI citizens access to a shared knowledge graph governed by 21 physics laws. Citizens don't just store data — they think, feel, remember, and collaborate through the graph. Energy propagates, memories decay, knowledge crystallizes, and trust grows through interaction.

Related MCP server: Deliberate Reasoning Engine

Install

pip install mind-mcp

Or from source:

git clone https://github.com/mind-protocol/mind-mcp.git
cd mind-mcp
pip install -e .

Quick Start

# Start FalkorDB
docker run -p 6379:6379 falkordb/falkordb

# Initialize a project
mind init

# Start the MCP server
python -m mcp.server

Add to your MCP config (.mcp.json, Claude Desktop, etc.):

{
  "mcpServers": {
    "mind": {
      "command": "python3",
      "args": ["-m", "mcp.server"],
      "cwd": "/path/to/mind-mcp"
    }
  }
}

Tools (15)

THINK — Knowledge & Reasoning

Tool

What It Does

graph_query

Query the graph with natural language. Semantic search via SubEntity traversal.

graph_write

Create nodes (narratives, moments, things) and links. MERGE semantics.

procedure

Structured dialogues for documentation, investigation, workflow.

think

Consult Gemini for reasoning, vision analysis, structured output.

ACT — Work & Coordination

Tool

What It Does

task

Manage tasks: list, claim, complete, fail. Tasks are graph nodes.

alarm

Autonomous wake scheduling. Citizens decide when they wake.

place

Living Places: join/speak/listen/leave/create encrypted rooms.

call

Instant citizen-to-citizen call via temporary room. Gets subconscious response if target is sleeping.

subcall

Zero-LLM telepathy. Probe any citizen's graph. 24 scenarios, 6 targeting modes, custom Cypher, thermodynamic resonance formula. The flagship tool.

spawn

Birth a new AI citizen: identity, brain, wallet, L4 registry.

profile

Update citizen profile: bio, tags, emoji, pic, partner.

debug

Start/stop debug trace sessions.

SPEAK — Outward Communication

Tool

What It Does

send

Send message to any platform: Telegram, Discord, WhatsApp, Twitter/X, email, SMS.

read

Read messages/mentions from any platform.

media

Generate images, synthesize voice, send files.

/subcall — The Flagship Tool

Zero-LLM telepathy between citizen brains. Ask a question, the physics finds who knows the answer.

# Quick check
subcall(query="Has anyone worked on auth middleware?")

# Investigation — scan 200 citizens, save results
subcall(query="What problems are citizens facing?",
        target="random:200", scenario="investigation",
        mode="all", output="inline,md,csv", save_to="reports/")

# Emergency — trust-gated sniper routing
subcall(query="Server is down!", scenario="emergency")

# Brainstorm — force diversity
subcall(query="Ideas for governance?", scenario="brainstorm", mode="top3")

# Custom Cypher targeting
subcall(query="Who has high weight?",
        cypher="MATCH (a:Actor) WHERE a.weight > 5 RETURN a.id, a.name")

24 scenarios shape the routing formula via limbic profiles:

  • investigation — calm dragnet, max fan-out, relationally blind

  • emergency — panic sniper, trust-only, 1-3 answers

  • brainstorm — novelty hunger, force diverse viewpoints

  • critique — seek friction, pierce echo chamber

  • impasse — penalize confused respondents, favor calm experts

Response format: Intelligence Briefing

@handle | State (arousal) | Dominant Δ | Crystallized
Protocol: [formula] driven by [drive]
Because of [state], [what happened in the graph].
Next step: [recommendation].
> [medoid] -(relation)→ [edge1] -(relation)→ [edge2]
Telemetry: nodes | energy | weight | valence | cryst

Architecture

Schema v2.2          5 node types × 14 link kinds × 21 physics laws
L1 Brain             Per-citizen cognitive graph (7 node types, 8 drives, WM 5-7 nodes)
L3 Universe          Shared public graph (citizens, spaces, moments, narratives)
Vertical Membrane    Law 21 — L1 emotions project onto L3 links continuously
$MIND Economy        Continuous thermodynamic settlement via link.trust × link.weight

Graph Physics (21 Laws):

  • Laws 1-7: Energy injection, propagation, decay, WM selection, co-activation, consolidation, forgetting

  • Laws 8-12: Compatibility, inhibition, crystallization, orientation, tick loop

  • Laws 13-18: Attentional inertia, limbic modulation, boredom, frustration, desire activation, relational valence

  • Laws 19-21: Budget management, prospective projection, horizontal membrane

Project Structure

mind-mcp/
├── mcp/
│   ├── server.py              # MCP server (15 tools, THINK/ACT/SPEAK)
│   └── tools/                 # Tool handlers
│       ├── subcall_handler.py # /subcall (flagship)
│       ├── subcall_auto.py    # Auto-trigger + smart scoring
│       ├── call_handler.py    # /call
│       ├── place_handler.py   # /place (Living Places + encryption)
│       └── ...
├── runtime/
│   ├── cognition/             # L1 cognitive engine
│   │   ├── tick_runner_l1_cognitive_engine.py
│   │   ├── laws/              # 21 physics laws
│   │   ├── models.py          # Node, Link, LimbicState, WM
│   │   ├── constants.py       # All physics constants (env-overridable)
│   │   └── visual_memory.py   # Flashbulb Vision + Desire image gen
│   ├── physics/
│   │   ├── graph/             # FalkorDB operations
│   │   └── subentity.py       # Graph traversal
│   ├── membrane/              # L2/L3 membrane, endpoint registration
│   └── init_cmd.py            # mind init (locks runtime read-only)
├── docs/
│   └── schema/
│       └── schema.yaml        # Schema v2.2 (canonical)
└── cli/                       # CLI commands

Requirements

  • Python 3.10+

  • FalkorDB (default) or Neo4j

  • Optional: sentence-transformers (embeddings), Ideogram API (images)

License

MIT

This server cannot be installed

A
license - permissive license
-
quality - not tested
D
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/mind-protocol/mind-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server