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

    26

    This repository provides an Aiven Model Context Protocol (MCP) server, enabling Large Language Models to interact with Aiven services like PostgreSQL, Kafka, and OpenSearch. It offers tools for managing Aiven

    Python
  • lightdash-mcp-server

    26

    This repository provides a Model Context Protocol (MCP) server for accessing Lightdash data. It enables AI assistants to interact with Lightdash through a standardized interface, offering tools to manage projects,

    JavaScript
  • mcp-client-x

    26

    This repository provides a client-server example using the Model Context Protocol (MCP), demonstrating how to connect large language models with tools and data. It includes implementations for BMI calculation and

    Python
  • ib-mcp-cache-server

    25

    This repository provides a Memory Cache Server, an MCP server that reduces token consumption by efficiently caching data between language model interactions, improving performance automatically. This repository provides a Memory

    JavaScript
  • nix-mcp-servers

    25

    This Nix flake declaratively configures MCP servers for clients like Claude and Cursor, supporting filesystem and GitHub server types across platforms using Home Manager integration, simplifying AI model access.

    Nix
  • mcp-server-redis

    24

    This repository provides a Python-based Redis server with resources for connection status, server information, key listing, and tools for basic operations, lists, hashes, sets, and pub/sub functionalities. This repository provides

    Python
  • mcp-server-aws-resources-python

    24

    This repository provides an MCP server that executes Python code to query and manage AWS resources using boto3. It offers a Docker-based, Python-centric alternative to existing solutions, prioritizing stability, ease

    Python
  • mcp-server-ticketmaster

    24

    This repository provides an MCP server for accessing the Ticketmaster Discovery API, enabling users to search for events, venues, and attractions with flexible filtering options and structured output formats.

    TypeScript
  • mcp-server-python

    24

    The mcp-server-python repository provides an Inkeep MCP server that leverages your documentation and product content for retrieval-augmented generation (RAG) using the Model Context Protocol. The mcp-server-python repository provides an Inkeep

    Python
  • MCP-server-Qwen_Max

    24

    This repository provides a Model Context Protocol (MCP) server implementation for the Qwen Max language model, utilizing Node.js for stable integration with Claude Desktop. It supports installation via Smithery or manual setup.

    JavaScript
  • mcp-fastn

    23

    The Fastn server enables dynamic tool registration and execution via APIs, integrating with services like Claude.ai and Cursor.ai. It offers a unified, scalable platform with logging and robust error handling

    Python
  • map-traveler-mcp

    23

    This repository provides an MCP server for a virtual travel avatar on Google Maps, allowing users to instruct the avatar and receive progress updates with photos, even supporting platforms like LibreChat.

    TypeScript
  • x402-deploy

    23

    Turn any API or MCP server into a paid service with x402

    TypeScript
  • okta-mcp-server

    22

    This repository provides an MCP server that allows Claude to manage Okta users and groups, enabling functionalities like retrieving user details and listing users with filtering capabilities. This repository provides

    TypeScript
  • awesome-mcp

    22

    This repository catalogs Model Context Protocol (MCP) servers and clients, facilitating the integration of LLMs with external resources. It aims to simplify AI application development by providing a collection of useful tools.

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