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

    24

    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
  • alibabacloud-hologres-mcp-server

    23

    The Hologres MCP Server provides a universal interface for AI Agents to interact with Hologres databases, enabling metadata retrieval and SQL operation execution. It supports local file and PIP installation modes.

    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
  • MCP-server-Qwen_Max

    23

    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
  • py-mcp-mssql

    23

    This repository provides a Python implementation of an MCP server for accessing Microsoft SQL Server databases, enabling language models to inspect schemas and execute queries through a standardized API.

    Python
  • mcp-server-ticketmaster

    22

    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-aws-resources-python

    22

    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-python

    22

    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
  • cfbd-mcp-server

    21

    This repository provides an MCP server that allows AI assistants to access and query college football statistics from the College Football Data API, enabling comprehensive data analysis and insights.

    Python
  • fewsats-mcp

    21

    This repository provides a Fewsats MCP server that enables AI Agents to securely purchase items through the Fewsats platform by managing user wallets, payment methods, and processing payments using offer IDs.

    Python
  • puzzlebox

    21

    Puzzlebox is an MCP server hosting finite state machines as dynamic resources, enabling clients to subscribe and receive updates on state changes, facilitating agent coordination for complex, long-term projects.

    TypeScript
  • zotero-mcp-server

    20

    This repository provides a Model Context Protocol (MCP) server that enables interaction between MCP clients like Anthropic Claude and your local Zotero library, allowing programmatic access for searching, managing, and summarizing papers.

    Python
  • MCP

    20

    This repository houses the Model Context Protocol (MCP) server implementation for the EduBase platform, enabling MCP clients and LLMs to interact with EduBase accounts and perform tasks. This repository houses

    TypeScript
  • okta-mcp-server

    19

    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
  • mcp-server-mariadb

    19

    This repository provides an MCP server implementation designed to retrieve data from MariaDB databases, exposing schema lists and offering tools like query_database for read-only operations. It also includes instructions for

    Python
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