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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • mcp_code_executor

    211

    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
  • mcp-server-rag-web-browser

    206

    This repository implements an MCP server for the RAG Web Browser Actor, enabling fast web interaction for AI agents by sending search queries and receiving extracted web content.

    JavaScript
  • MCP-server-client-computer-use-ai-sdk

    197

    This repository offers an open-source Computer Use AI SDK for macOS, enabling AI agents to control computers without pixel-based vision. It provides tools for launching apps, reading content, clicking, entering

    Rust
  • mcp-solver

    187

    The MCP Solver repository provides a Model Context Protocol server that allows Large Language Models to interact with SAT, SMT, and constraint solving tools like MiniZinc, PySAT, and Z3.

    Python
  • mcp-server-langfuse

    176

    This repository provides an MCP server for Langfuse Prompt Management, enabling access and management of prompts through the Model Context Protocol. It supports prompt listing, retrieval, and compilation with variables,

    TypeScript
  • dify-mcp-client

    172

    This repository provides an MCP Client plugin for Dify, enabling ReAct Agent strategies to connect to MCP servers, convert tools, and utilize LLMs within a ReAct loop. This repository provides

    Python
  • any-chat-completions-mcp

    166

    This repository provides a Model Context Protocol (MCP) server that integrates Claude with various OpenAI SDK-compatible chat completion APIs like OpenAI, Perplexity, and Groq, enabling users to leverage different AI chat providers.

    JavaScript
  • mcp-server-atlassian-bitbucket

    164

    Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI direct

    TypeScript
  • mcp-server-weaviate

    162

    This repository provides an MCP (Microservice Communication Protocol) server specifically designed for Weaviate, enabling seamless integration with Claude Desktop through Smithery for enhanced functionality and data management. This repository provides

    Python
  • mcp-server-calculator

    160

    The Calculator MCP Server repository provides a Model Context Protocol server, enabling LLMs to perform precise calculations using a `calculate` tool that evaluates given mathematical expressions. The Calculator MCP Server

    Python
  • mcp-jenkins

    160

    The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI inter

    Python
  • postman-mcp-server

    157

    An MCP server that provides access to Postman.

    TypeScript
  • mcp-local-rag

    151

    This repository provides a local, "primitive" RAG-like web search model context protocol (MCP) server that runs without external APIs. It allows Claude to access and use new information from web

    Python
  • mcp-watch

    139

    A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations.

    TypeScript
  • lyraios

    137

    LYRAIOS is a Model Context Protocol operating system for multi-AI agents, extending AI applications to interact with financial networks and blockchains. It features open architecture, multi-agent collaboration, and cross-platform runtime environment.

    Python
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