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

    203

    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
  • mongodb-lens

    201

    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-linkedin

    200

    This repository provides an MCP server to interact with LinkedIn's Feeds and Job API using the unofficial Linkedin-api. It allows users to retrieve feed posts and requires configuration with LinkedIn credentials.

    Python
  • mcp-guardian

    199

    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
  • discordmcp

    199

    This repository provides a Model Context Protocol (MCP) server that allows LLMs like Claude to interact with Discord channels by sending and reading messages through Discord's API, enabling direct interaction

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

    195

    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
  • easy-mcp

    194

    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
  • quarkus-mcp-servers

    191

    This repository offers Model Context Protocol (MCP) servers built with Quarkus/Java, enabling the extension of MCP-enabled LLM applications with functionalities like database interaction, file system access, and container management.

    Java
  • quarkus-mcp-server

    190

    This repository provides a Quarkus extension for implementing Model Context Protocol (MCP) servers, enabling seamless integration between LLM applications and external data sources through declarative and programmatic APIs.

    Java
  • mcp-server-siri-shortcuts

    187

    This repository provides an MCP server that exposes macOS Siri Shortcuts to Large Language Models like Claude, enabling them to list, open, and run shortcuts with optional inputs, effectively extending LLM capabilities.

    TypeScript
  • ghost-mcp

    186

    The Ghost MCP Server enables interaction with Ghost CMS through LLM interfaces like Claude, providing secure access to manage posts, users, and other entities via the Model Context Protocol. It

    Python
  • meilisearch-mcp

    186

    This repository provides a Python-based Model Context Protocol (MCP) server for interacting with Meilisearch, offering features like index management, dynamic connection configuration, and smart search capabilities. This repository provides a

    Python
  • litemcp

    185

    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-snowflake-server

    183

    This repository provides a Model Context Protocol (MCP) server for interacting with Snowflake databases, offering tools for querying, schema exploration, and appending data insights to a dynamic memo resource.

    Python
  • armor-crypto-mcp

    182

    Armor Crypto MCP is an alpha-stage tool providing agents with access to blockchain functionalities like wallet management, swaps, and trades, currently supporting the Solana blockchain, with staking and more blockchains coming soon.

    Python
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