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

    83

    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-replicate

    83

    This repository provides a Model Context Protocol (MCP) server implementation for Replicate, enabling users to run Replicate models through a tool-based interface. It supports model search, prediction management, and image handling.

    TypeScript
  • wanaku

    82

    The Wanaku MCP Router is a router for AI-enabled applications using the Model Context Protocol, an open standard for providing context to LLMs. It helps connect everything. The Wanaku MCP

    Java
  • library-mcp

    81

    MCP server for operating on Markdown knowledge bases

    Python
  • mcp-rs-template

    81

    The mcp-rs-template is a Rust application template for implementing Model Context Protocol (MCP) CLI servers, enabling seamless integration between LLM applications and external data sources and tools. The mcp-rs-template is

    Rust
  • mcp-server-llamacloud

    81

    This repository hosts a TypeScript-based MCP server that connects to multiple LlamaCloud managed indexes, creating individual tools for each index based on command-line arguments. Each tool allows querying its specific index.

    JavaScript
  • node-candidate-mcp-server

    81

    A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate.

    TypeScript
  • molecule-mcp

    80

    Molecule-MCP connects molecule science tools to Claude AI via the Model Context Protocol, enabling Claude to interact with and control these tools, acting as a co-scientist for prompt-assisted molecule modeling.

    Python
  • needle-mcp

    80

    This repository provides the Needle MCP Server, enabling document management and Claude-powered searches through Claudie Desktop. It integrates with the Needle ecosystem for advanced document handling and retrieval.

    Python
  • mcp-postman

    79

    This repository provides an MCP server that executes Postman collections using Newman, enabling LLMs to run API tests and receive detailed results through a standardized interface. This repository provides an

    TypeScript
  • keboola-mcp-server

    79

    The Keboola MCP Server repository provides a Model Context Protocol server for interacting with Keboola Connection, enabling users to list and access data from the Keboola Storage API.

    Python
  • mcp-server-atlassian-bitbucket

    79

    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-stability-ai

    78

    This repository hosts an MCP server that integrates MCP clients with Stability AI's Stable Diffusion for image generation, editing, and upscaling, requiring a Stability AI API key. This repository hosts

    TypeScript
  • Awesome-Claude-MCP-Servers

    78

    This repository provides a curated list of Model Context Protocol (MCP) servers optimized for Claude and other AI assistants, enabling secure interactions with local and remote resources. It includes file

  • JSON-MCP-Server

    78

    This repository provides a JSON Model Context Protocol (MCP) server, enabling LLMs to query and manipulate JSON data using tools like `query` and `filter` with extended operations for diverse data transformations.

    JavaScript
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