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LLM Council Plus — MCP Server

LLM Council Plus exposes a Model Context Protocol (MCP) server that lets AI tools like Claude Code and Gemini CLI send questions directly to your council and retrieve deliberation results — all without opening a browser. Ask your AI assistant to run a full 3-stage deliberation, configure council members, initiate multi-round advisor debates, customize persona thinking styles, or fetch past conversations, and it talks to the backend on your behalf.

Quick Start

Option A: Local stdio (Standard for local development)

  1. Install from project root: pip install -e .
  2. Register: claude mcp add llm-council python -m llm_council_mcp

Option B: Remote SSE (Zero-install for containers / servers)

  1. Run backend container (exposing port 8001).
  2. Register: claude mcp add llm-council --url http://yourserver.com:8001/mcp/sse

Choose Your Setup

Scenario Guide
Running Council locally on your machine SETUP-LOCAL.md
Council is on a remote server and you have Python locally SETUP-LOCAL.md (remote backend section)
Council is on a remote server and you want zero local install SETUP-REMOTE.md
Deciding between stdio and SSE transports CHOOSING-TRANSPORT.md

Tools Reference

See TOOLS.md for all 10 tools with actions, parameters, and examples.

GET /api/health includes "mcp": {"tools": 10, "sse_url": "..."} so clients can verify the expected tool count.

Agents: MCP tools take priority over REST/curl when both are available. See INSTRUCTIONS.md and the MCP-first section in skills/llm-council-api/SKILL.md.

Examples

See EXAMPLES.md for real-world usage walkthroughs.

When MCP tools or settings fields change, keep TOOLS.md, EXAMPLES.md, and skills/llm-council-api/SKILL.md aligned — see docs/DOC-SYNC.md.

MCP Not Working? Use the REST API Skill Instead

If the MCP server is unavailable, the SSE session is stale, or you prefer direct HTTP access, install the llm-council-api Claude Code skill. It gives Claude the same capabilities (configure council, run deliberations, list models, check health) via the REST API — no MCP required.

mkdir -p ~/.claude/skills/llm-council-api
curl -o ~/.claude/skills/llm-council-api/SKILL.md \
  https://raw.githubusercontent.com/jacob-bd/llm-council-plus/main/skills/llm-council-api/SKILL.md

See skills/llm-council-api/SKILL.md for the full reference including examples, error handling, and troubleshooting.