Meeting Notes MCP Server
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Here is a step-by-step guide with screenshots.
Meeting Notes MCP Server
A self-hosted Model Context Protocol (MCP) server for storing, searching, and querying meeting notes with semantic search and RAG (Retrieval-Augmented Generation) capabilities using SQLite + OpenRouter.
Description
This MCP server provides a complete meeting notes management system with the following capabilities:
Store meeting notes with title, date, participants, tags, and full content
Semantic search using vector embeddings (sqlite-vec) to find meetings by meaning, not just keywords
RAG-powered Q&A — Ask natural-language questions about your meetings and get contextually accurate answers
AI summaries — Generate brief, detailed, or bullet-point summaries of any meeting
Flexible filtering — Filter meetings by date range, participant, or tag
Persistent storage — All data is stored in SQLite with vector embeddings
Built With
Component | Technology |
Runtime | Node.js + TypeScript |
Database | SQLite + |
MCP Framework |
|
AI API | OpenRouter (embeddings + chat completions) |
Validation | Zod |
Testing | Jest + ts-jest |
Related MCP server: memory-mcp
Installation
Prerequisites
Node.js >= 18.0.0
npm or yarn
Steps
Clone the repository
git clone <repository-url> cd meeting-notes-mcpInstall dependencies
npm installCreate configuration file
cp .env.example .envConfigure your environment variables
Edit
.envand add your OpenRouter API key:OPENROUTER_API_KEY=sk-or-v1-your-key-hereOptional overrides:
DATABASE_PATH=./data/meetings.db EMBEDDING_MODEL=openai/text-embedding-3-small CHAT_MODEL=anthropic/claude-sonnet-4-20250514 MAX_CONTEXT_MEETINGS=5Optional authentication (HTTP mode only):
MCP_USERNAME=admin MCP_PASSWORD=changeme JWT_SECRET=your-super-secret-jwt-key-min-32-chars-longNote: If any of the three auth variables is missing, authentication is disabled and the server behaves exactly as before. The stdio transport is never affected.
Build the project
npm run build
Docker Deployment (Recommended for VPS)
Deploy the server as a Docker container — ideal for VPS or remote servers.
Prerequisites
Docker & Docker Compose installed on your VPS
Build & Run with Docker
Build the image
docker build -t meeting-notes-mcp .Run the container
docker run -d \ --name meeting-notes-mcp \ -p 3000:3000 \ -e OPENROUTER_API_KEY=sk-or-v1-your-key-here \ -e MCP_HTTP_PORT=3000 \ -e MCP_USERNAME=admin \ -e MCP_PASSWORD=changeme \ -e JWT_SECRET=your-super-secret-jwt-key-min-32-chars-long \ -v meeting-notes-data:/data \ meeting-notes-mcp-p 3000:3000— Exposes the MCP HTTP server on port 3000-e OPENROUTER_API_KEY=...— Required API key-e MCP_HTTP_PORT=3000— Enables HTTP mode (without this, it runs stdio)-e MCP_USERNAME,-e MCP_PASSWORD,-e JWT_SECRET— Optional auth credentials (omit to disable)-v meeting-notes-data:/data— Persists the SQLite database in a Docker volume
Verify it's running
docker logs meeting-notes-mcpYou should see:
Meeting Notes MCP HTTP Server listening on http://0.0.0.0:3000/mcp
Docker Compose ( easiest )
Create a docker-compose.yml:
services:
meeting-notes:
build: .
container_name: meeting-notes-mcp
ports:
- "3000:3000"
environment:
- OPENROUTER_API_KEY=sk-or-v1-your-key-here
- MCP_HTTP_PORT=3000
- DATABASE_PATH=/data/meetings.db
- EMBEDDING_MODEL=openai/text-embedding-3-small
- CHAT_MODEL=anthropic/claude-sonnet-4-20250514
# Optional authentication (uncomment to enable)
# - MCP_USERNAME=admin
# - MCP_PASSWORD=changeme
# - JWT_SECRET=your-super-secret-jwt-key-min-32-chars-long
volumes:
- meeting-notes-data:/data
restart: unless-stopped
volumes:
meeting-notes-data:Then run:
docker compose up -dUsage
Running the Server
Stdio Mode (default, for local MCP clients)
npm startFor development with auto-rebuild:
npm run devMCP Client Configuration
Local Stdio Connection
Add the server to your MCP client configuration (e.g., Claude Desktop, Cursor, OpenCode):
{
"mcpServers": {
"meeting-notes": {
"type": "local",
"command": ["node", "/your/path/meeting_notes_mcp/dist/index.js"],
"env": {
"OPENROUTER_API_KEY": "sk-or-v1-your-key-here"
}
}
}
}Remote HTTP Connection with Authentication (Optional)
If authentication is enabled on the server (MCP_USERNAME, MCP_PASSWORD, JWT_SECRET set), you must first obtain a token and then include it in all requests.
Step 1: Obtain a token
curl -X POST http://your-vps-ip:3000/auth/token \
-H "Content-Type: application/json" \
-d '{"username":"admin","password":"changeme"}'Response:
{ "token": "eyJhbGciOiJIUzI1NiIs..." }Step 2: Configure your MCP client with the token
{
"mcpServers": {
"meeting-notes": {
"type": "remote"
"url": "http://your-vps-ip:3000/mcp",
"headers": {
"Authorization": "Bearer eyJhbGciOiJIUzI1NiIs..."
}
}
}
}Replace your-vps-ip with your actual VPS IP address or domain.
Security Note: For production, put the HTTP endpoint behind a reverse proxy (Nginx, Caddy, Traefik) with HTTPS. The built-in Bearer token authentication provides a lightweight protection layer for the MCP HTTP transport.
Available MCP Tools
The server exposes 6 tools for managing and querying meetings:
1. add_meeting
Store a new meeting note. Automatically generates an embedding for semantic search.
Example:
{
"title": "Product Roadmap Q3",
"date": "2025-07-15",
"participants": ["Alice", "Bob", "Charlie"],
"tags": ["product", "roadmap", "planning"],
"content": "Discussed Q3 priorities: launch search improvements, mobile app redesign, and AI-powered recommendations. Alice will own the search project, Bob will handle mobile, and Charlie will prototype the AI features."
}2. get_meeting
Retrieve a meeting by its ID.
Example:
{ "id": 1 }3. list_meetings
List meetings with optional filters.
Example:
{
"startDate": "2025-07-01",
"endDate": "2025-07-31",
"participant": "Alice",
"tag": "product"
}4. search_meetings
Find meetings semantically using natural language. Returns the most contextually relevant meetings.
Example:
{
"query": "mobile app redesign plans",
"limit": 5
}5. summarize_meeting
Generate an AI-powered summary of a meeting.
Example:
{
"id": 1,
"style": "bullets"
}Style options: brief, detailed, bullets
6. ask_meetings
Ask a natural-language question about your meetings using RAG.
Example:
{
"question": "Who is responsible for the mobile app redesign?",
"maxMeetings": 5
}The server embeds the question, finds similar meetings via vector search, and synthesizes an answer using the LLM.
Testing
Run the full test suite (189 tests):
npm testRun with coverage:
npm test -- --coverageWatch mode for development:
npm run test:watchProject Structure
├── src/
│ ├── auth/ # JWT token creation and Express auth middleware
│ ├── config/ # Environment & configuration
│ ├── db/ # Database schema, connection, and CRUD operations
│ ├── services/ # OpenRouter client, embedding service
│ ├── tools/ # MCP tool implementations (6 tools)
│ ├── types/ # TypeScript interfaces and types
│ ├── validations/ # Zod schemas for input validation
│ ├── utils/ # Logging, retry logic, error handling, graceful degradation
│ ├── server.ts # Stdio MCP server startup
│ ├── http-server.ts # Streamable HTTP MCP server startup
│ └── __tests__/ # Jest test files
├── ai/
│ ├── SPECS.md # Project specification
│ ├── TASK.md # Development task tracker
│ └── SETUP.md # Client configuration guide
├── .env.example # Environment variable template
├── Dockerfile # Docker image for VPS deployment
├── docker-compose.yml # (Optional) Docker Compose setup
├── .gitignore
├── package.json
├── tsconfig.json
└── jest.config.jsConfiguration Reference
Variable | Default | Description |
| — | Your OpenRouter API key |
|
| Path to SQLite database |
|
| Model for vector embeddings |
|
| Model for summarization & RAG answers |
|
| Meetings retrieved for RAG context |
| — | Set to enable HTTP mode (e.g., |
|
| Logging verbosity: |
| — | Single allowed username (optional, enables auth) |
| — | Password for the single user (optional, enables auth) |
| — | Secret key for signing/verifying JWTs (optional, enables auth) |
License
MIT
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