Make.com MCP Server — Build & Deploy Automation Scenarios with AI

⚠️ Disclaimer: This is an unofficial, community-driven project created by a passionate fan of Make.com. It is NOT affiliated with, endorsed by, or officially supported by Make.com.

A Model Context Protocol (MCP) server that gives AI assistants like Claude, GitHub Copilot, and Cursor full access to Make.com module documentation, scenario validation, and one-click deployment. Search 200+ automation modules across 40+ apps, build blueprints with auto-healing, and deploy directly to Make.com — all from your AI chat.

Features

• 🔍 200+ Modules — Full-text search across 200+ Make.com modules (Slack, Gmail, Google Sheets, Notion, OpenAI, and 35+ more apps)
• 📋 Module Details — Retrieve parameters, types, descriptions, and usage docs for any module
• ✅ Blueprint Validation — Check scenarios for missing parameters, unknown modules, structural issues, and router sub-routes before deploying
• 🛡️ Account-Aware Compatibility — Verify module IDs against your live Make account/region before deployment to prevent "Module not found" scenarios
• 🚀 Deploy to Make.com — Push validated blueprints directly to Make.com via API
• 🩹 Auto-Healing — Automatically fixes LLM-generated blueprints: injects missing metadata, adds designer coordinates, strips unsupported properties like router filter
• 🔀 Router Support — Full support for builtin:BasicRouter with multiple routes and recursive validation
• 📚 Scenario Templates — Browse reusable scenario templates for common workflows
• 📖 Guided Prompts — MCP prompts for guided scenario building and module exploration
• 📊 Resource Catalog — MCP resources for browsing available apps
• 🧪 43 Tests — Unit + integration test suite with Vitest
• ⚡ Fast Response — Optimized SQLite with FTS5 full-text search

🚀 Quick Start — Self-Hosting Options

Option A: npx (No Installation Needed!) 🚀

The fastest way to get started — no cloning, no building:

Prerequisites: Node.js installed on your system

# Run directly — no installation needed!
npx -y make-mcp-server

The package includes a pre-built database with all 200+ Make.com modules. Just add it to your MCP client config and go.

Claude Desktop config (claude_desktop_config.json):

Basic configuration (documentation tools only):

{
  "mcpServers": {
    "make-mcp-server": {
      "command": "npx",
      "args": ["-y", "make-mcp-server"],
      "env": {
        "LOG_LEVEL": "error"
      }
    }
  }
}

Full configuration (with Make.com deployment):

{
  "mcpServers": {
    "make-mcp-server": {
      "command": "npx",
      "args": ["-y", "make-mcp-server"],
      "env": {
        "LOG_LEVEL": "error",
        "MAKE_API_KEY": "your_api_key_here",
        "MAKE_TEAM_ID": "your_team_id",
        "MAKE_API_URL": "https://eu1.make.com/api/v2"
      }
    }
  }
}

Note: npx will download and cache the latest version automatically. The package includes a pre-built database with all Make.com module information — no setup required.

Option B: Docker (Isolated & Reproducible) 🐳

Prerequisites: Docker installed on your system

# Build the Docker image
docker build -t make-mcp-server .

# Test it works
echo '{"jsonrpc":"2.0","method":"initialize","params":{"protocolVersion":"2024-11-05","capabilities":{},"clientInfo":{"name":"test","version":"0.1"}},"id":1}' | docker run -i --rm make-mcp-server

Claude Desktop config:

Basic configuration (documentation tools only):

{
  "mcpServers": {
    "make-mcp-server": {
      "command": "docker",
      "ar

... [View full README on GitHub](https://github.com/danishashko/make-mcp#readme)