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    A Laravel-based web application that provides robust backend services for Model Context Protocol (MCP) operations. Features RESTful API endpoints, user authentication, and scalable architecture for MCP service integration.
    MIT
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    D
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    A configurable MCP server that enables creating custom analysis tools through JSON configuration, with built-in frameworks for error handling, self-evaluation, security guardrails, and output artifacts.
    16
    MIT
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    C
    maintenance
    MCP server providing 12 tools for Seattle-area home remodeling: real-time cost estimation across 8 project types, contractor business info, project portfolio, blog content, and quote submission. Connects via Streamable HTTP — no auth required.
    MIT
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    B
    maintenance
    Connects AI clients to Ableton Live 12, enabling deep control and editing of live sets, sound search, listening/evaluation, and version exploration through MCP tools.
    543
    Business Source 1.1
  • A
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    Exposes Django REST Framework APIs as MCP tools, enabling natural language interactions with your data models such as CRUD operations and custom actions, with automatic schema generation from DRF serializers.
    53
    BSD 3-Clause
  • A
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    maintenance
    A FastMCP framework-based server providing Android device automation control capabilities, enabling UI interactions, device management, and application control through natural language.
    20
    MIT
  • A
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    quality
    D
    maintenance
    A TypeScript framework for building MCP servers with client session management capabilities, supporting tools definition, authentication, image content, logging, and error handling.
    605,472
    1
    MIT
  • F
    license
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    quality
    C
    maintenance
    Framework for building and running MCP servers as HTTP services. Define tools as pure Python functions, wire up with two lines, run with one command.
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    A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities.
  • -
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    A development framework for restaurant booking automation that is currently only ~5% functional with mock implementations. The actual booking functionality, MCP integration, and web automation features are not yet implemented.
  • F
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    maintenance
    Enables Large Language Models to connect to various real-world applications through a modular framework with pluggable service connectors. Supports messaging platforms like WhatsApp and Telegram with secure authentication and includes a React control panel for testing.