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The Core of Your AI Agents - Model Context Protocol Server

Reason this release was yanked:

IP protection during private beta transition.

Project description

🧠 Nucleus MCP Server

PyPI version Python 3.10+ License: MIT

The Core of Your AI Agents — Multi-agent orchestration MCP server

mcp-server-nucleus connects your local "Nuclear Brain" agentic system with MCP-compatible clients like Claude Desktop, Cursor, and more.

✨ Features

  • 16 MCP Tools for agent orchestration
  • 4 MCP Resources for subscribable state
  • 3 MCP Prompts for pre-built orchestration
  • V2 Task Orchestration — Priority queue, skill routing, dependency DAG
  • Local Intelligence — Directly manipulates your .brain/ directory
  • Event-Driven — Emit and listen to system events
  • Zero-Knowledge Default — Your data stays local

🚀 Quick Start

Installation

# Requires Python 3.10+ (use python3.11 if your default python3 is older)
python3.11 -m pip install mcp-server-nucleus

# Or with pip directly
pip3.11 install mcp-server-nucleus

Note: If you get "No matching distribution found", your Python version is too old. Check with python3 --version and install Python 3.10+ if needed.

Initialize Your Brain (Smart Init!)

# Create a new .brain/ directory — auto-configures Claude Desktop!
nucleus-init

# For solo founders (minimal setup)
nucleus-init --template=solo

v0.2.2+: Smart Init automatically detects Claude Desktop and adds the config for you!

Configuration (Claude Desktop)

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "nucleus": {
      "command": "python3",
      "args": ["-m", "mcp_server_nucleus"],
      "env": {
        "NUCLEAR_BRAIN_PATH": "/path/to/your/.brain"
      }
    }
  }
}

Restart Claude Desktop and try: "What's my current sprint focus?"

🛠 Available Tools

Core Tools

Tool Description
brain_emit_event Emit a new event to the ledger
brain_read_events Read recent events
brain_get_state Get current brain state
brain_update_state Update brain state
brain_read_artifact Read an artifact file
brain_write_artifact Write to an artifact file
brain_list_artifacts List all artifacts
brain_trigger_agent Trigger an agent with a task
brain_get_triggers Get all neural triggers
brain_evaluate_triggers Evaluate trigger activation

V2 Task Orchestration (New in v0.3.0)

Tool Description
brain_list_tasks Query tasks with filters (status, priority, skill, claimed_by)
brain_get_next_task Get highest-priority unblocked task matching your skills
brain_claim_task Atomically claim a task (prevents race conditions)
brain_update_task Update task fields (status, priority, etc.)
brain_add_task Create a new task with full V2 schema
brain_escalate Request human help when stuck

V2 Task Schema (11 fields):

{
  "id": "task-abc123",
  "description": "Build landing page",
  "status": "PENDING | READY | IN_PROGRESS | BLOCKED | DONE | FAILED | ESCALATED",
  "priority": 1,
  "blocked_by": ["task-prerequisite"],
  "required_skills": ["python", "frontend"],
  "claimed_by": "agent-thread-id",
  "source": "user | synthesizer",
  "escalation_reason": null,
  "created_at": "2026-01-03T12:00:00",
  "updated_at": "2026-01-03T12:00:00"
}

📡 MCP Resources

Resource Description
brain://state Live state.json content
brain://events Recent events stream
brain://triggers Trigger definitions
brain://context Full context for cold start — click in sidebar for instant context

💬 MCP Prompts

Prompt Description
cold_start Get instant context — sprint, events, artifacts, workflows
activate_synthesizer Orchestrate current sprint
start_sprint Initialize a new sprint

🚀 Cold Start (New in v0.2.4)

Start every new session with full context:

> Use the cold_start prompt from nucleus

Or click brain://context in Claude Desktop's sidebar.

What you get:

  • Current sprint name, focus, and status
  • Recent events and artifacts
  • Workflow detection (e.g., lead_agent_model.md)
  • Lead Agent role assignment

📁 Expected .brain/ Structure

.brain/
├── ledger/
│   ├── events.jsonl
│   ├── state.json
│   └── triggers.json
├── artifacts/
│   ├── research/
│   ├── strategy/
│   └── ...
└── agents/
    └── *.md

📜 License

MIT © Nucleus Team

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