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

    193

    🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

    Rust
  • mcp-compass

    192

    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
  • mcp_code_executor

    191

    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
  • mongodb-lens

    187

    MongoDB Lens is a local Model Context Protocol server that enables natural language interaction with MongoDB databases. It allows users to perform queries, run aggregations, and optimize performance using LLMs.

    JavaScript
  • mcp_omni_connect

    187

    MCPOmni Connect is a universal command-line interface that integrates multiple MCP servers, AI models, and transport protocols into a unified, intelligent interface. It offers multi-protocol support and AI-powered intelligence.

    Python
  • easy-mcp

    186

    EasyMCP simplifies creating Model Context Protocol (MCP) servers in TypeScript by abstracting boilerplate code. It offers an intuitive API and experimental decorators for defining resources, prompts, and tools with type safety.

    TypeScript
  • mcp-server-rag-web-browser

    186

    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

    185

    This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

    Python
  • ht-mcp

    185

    Pure Rust implementation of MCP server for headless terminal

    Rust
  • mcp-server-milvus

    184

    This repository provides an MCP server for Milvus, enabling seamless integration between LLM applications like Claude and Cursor, and the Milvus vector database. It allows LLMs to access external data

    Python
  • mcp-ical

    182

    The mcp-ical server transforms macOS calendar management into a conversational experience using natural language and the Model Context Protocol. It allows users to create events, manage schedules, and check availability easily.

    Python
  • mcp-swift-sdk

    182

    No description provided

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

    179

    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
  • litemcp

    179

    LiteMCP is a TypeScript framework for building Model Context Protocol (MCP) servers, offering features like simple tool and resource definition, built-in logging, error handling, and a CLI for debugging.

    TypeScript
  • mcp-guardian

    176

    MCP Guardian manages LLM assistant access to MCP servers, providing real-time control over activity through message logging, approvals, and automated scans, simplifying MCP server configuration management. MCP Guardian manages LLM

    Rust
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