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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • mcp-compass

    230

    MCP Compass is a discovery and recommendation service that helps AI assistants find and understand Model Context Protocol servers using natural language queries. It simplifies discovering the right tools for specific tasks.

    JavaScript
  • forevervm

    228

    The foreverVM repository offers an API for securely running stateful Python code through machines and instructions. Users can interact with machines using a CLI tool for REPL sessions and machine management.

    Rust
  • facebook-ads-library-mcp

    225

    MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

    Python
  • uber-eats-mcp-server

    224

    This repository provides a proof-of-concept MCP server built on top of Uber Eats, enabling seamless integration between LLM applications and external tools using the Model Context Protocol. This repository provides

    Python
  • mcp-server-commands

    224

    This repository provides tools, `run_command` and `run_script`, for LLMs like Claude to execute commands and scripts, enabling creative interactions while requiring careful user oversight for security. This repository provides tools,

    JavaScript
  • human-in-the-loop

    224

    An MCP (Model Context Protocol) server that allows AI assistants to ask questions to humans via Discord.

    Rust
  • mcpat

    221

    An integrated power, area, and timing modeling framework for multicore and manycore architectures

    C++
  • unsplash-mcp-server

    219

    The Unsplash MCP Server provides seamless integration and search capabilities for Unsplash images, allowing developers to easily incorporate high-quality visuals into their applications with advanced search filters. The Unsplash MCP

    Python
  • mcp_code_executor

    216

    The MCP Code Executor is an MCP server that enables LLMs to execute Python code within a specified Conda environment, allowing them to leverage libraries and dependencies for enhanced functionality.

    JavaScript
  • ht-mcp

    211

    Pure Rust implementation of MCP server for headless terminal

    Rust
  • gibber-mcp

    211

    This repository hosts a Model Context Protocol (MCP) server, offering cryptographic tools like key pair generation, shared secret derivation, and message encryption/decryption using the Stanford Javascript Crypto Library.

    JavaScript
  • MCP-919

    210

    Fully working & decompiled MCP for Minecraft 1.8.9

    Java
  • mcp-server-wazuh

    206

    MCP Server for Wazuh SIEM

    Rust
  • mcp-rb

    205

    MCP-RB is a lightweight Ruby framework for building MCP servers using a Sinatra-like DSL. It supports defining resources, resource templates, and tools with arguments, adhering to the MCP 2024-11-05 specification.

    Ruby
  • opik-mcp

    204

    The Opik MCP Server repository provides a Model Context Protocol implementation for the Opik platform, offering seamless IDE integration and a unified interface through multiple transport mechanisms. The Opik MCP

    TypeScript
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