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    Aci Mcp

    MCP server(s) for Aipolabs ACI.dev Python-based implementation.

    247 stars
    Python
    Updated Oct 19, 2025

    Table of Contents

    • Table of Contents
    • Overview
    • Run MCP Servers Locally
    • Integration with MCP Clients
    • Docker
    • Debugging

    Table of Contents

    • Table of Contents
    • Overview
    • Run MCP Servers Locally
    • Integration with MCP Clients
    • Docker
    • Debugging

    Documentation

    MCP servers powered by ACI.dev

    [!IMPORTANT]

    This README only covers basic development guide. For full documentation and tutorials on ACI.dev MCP servers please visit aci.dev docs.

    Table of Contents

    • MCP servers powered by ACI.dev
    • Table of Contents
    • Overview
    • Run MCP Servers Locally
    • Integration with MCP Clients
    • Docker
    • Debugging

    Overview

    This package provides three Model Context Protocol (MCP) servers for accessing ACI.dev managed functions (tools):

    • aci-mcp-apps: An MCP server that provides direct access to functions (tools) from specified apps
    • aci-mcp-unified: An MCP server that provides two meta functions (tools) (ACI_SEARCH_FUNCTIONS and ACI_EXECUTE_FUNCTION) to discover and execute ALL functions (tools) available on ACI.dev

    [!IMPORTANT]

    For detailed explanation and tutorials on the MCP servers please visit aci.dev docs.

    Run MCP Servers Locally

    The package is published to PyPI, so you can run it directly using uvx:

    bash
    # Install uv if you don't have it already
    curl -sSf https://install.pypa.io/get-pip.py | python3 -
    pip install uv
    bash
    $ uvx aci-mcp --help
    Usage: aci-mcp [OPTIONS] COMMAND [ARGS]...
    
      Main entry point for the package.
    
    Options:
      --help  Show this message and exit.
    
    Commands:
      apps-server     Start the apps-specific MCP server to access tools...
      unified-server  Start the unified MCP server with unlimited tool access.

    Integration with MCP Clients

    See the Unified MCP Server and Apps MCP Server sections for more information on how to configure the MCP servers with different MCP clients.

    Docker

    bash
    # Build the image
    docker build -t aci-mcp .
    
    # Run the unified server
    docker run --rm -i -e ACI_API_KEY= aci-mcp unified-server --linked-account-owner-id 
    
    # Run the apps server
    docker run --rm -i -e ACI_API_KEY= aci-mcp apps-server --apps  --linked-account-owner-id

    Debugging

    You can use the MCP inspector to debug the server:

    bash
    # For unified server
    npx @modelcontextprotocol/inspector uvx aci-mcp unified-server --linked-account-owner-id 
    
    # For apps server
    npx @modelcontextprotocol/inspector uvx aci-mcp apps-server --apps "BRAVE_SEARCH,GMAIL" --linked-account-owner-id

    Running tail -n 20 -f ~/Library/Logs/Claude/mcp*.log will show the logs from the server and may help you debug any issues.

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