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

  • better-code-review-graph

    22

    Knowledge graph for token-efficient code reviews — fixed search, qualified call resolution, dual-mode embedding (ONNX + multi-provider cloud)

    Python
  • webflow-mcp-server

    21

    This repository provides an MCP server that allows Claude to interact with Webflow's APIs, enabling users to manage their Webflow sites through the Claude Desktop application. This repository provides an

    TypeScript
  • okta-mcp-server

    21

    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

    20

    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
  • mcp-server-raygun

    20

    The Raygun MCP Server repository provides access to Raygun's API V3 endpoints for Crash Reporting and Real User Monitoring, offering tools for managing applications, errors, deployments, users, performance, and source maps.

    TypeScript
  • ai

    20

    The thirdweb AI repository offers tools for blockchain data analysis, wallet management, and AI agent interaction, featuring Insight for data, Engine for operations, and Nebula for natural language interactions, simplifying blockchain tasks.

    Python
  • mcp-server-runner

    20

    MCP Server Runner is a WebSocket server that enables Model Context Protocol server access via WebSocket connections, facilitating integration with web applications and managing bidirectional communication between clients and the MCP server.

    Rust
  • py-mcp-line

    20

    This repository provides a Python implementation of a Model Context Protocol (MCP) server for LINE Bot messages, enabling Language Models to analyze LINE conversations through a standardized interface, using FastAPI and Pydantic.

    Python
  • mcp-free-usdc-transfer

    20

    This repository provides an MCP server for free USDC transfers on the Base blockchain using Coinbase CDP MPC wallet integration, supporting ENS and BaseName domain resolution for simplified transactions.

    JavaScript
  • mcp-typesense-server

    19

    This repository provides a Model Context Protocol (MCP) server, enabling AI models to access Typesense search capabilities for discovering, searching, and analyzing data within Typesense collections. This repository provides a

    TypeScript
  • openpyxl-mcp-server

    19

    This repository provides a wrapper around the OpenPyXL Python library, exposing its features as a Model Context Protocol (MCP) server, enabling Claude and other MCP clients to fetch data from Excel files.

    Python
  • xero-mcp

    19

    This repository provides an MCP server enabling interaction with Xero Accounting Software through Claude Desktop. It uses OAuth2 for authentication and offers tools like creating bank transactions, requiring a Xero

    TypeScript
  • Opendata.cat-MCP-Server

    19

    Opendata.cat MCP Server - Servidor MCP (Model Context Protocol) per interactuar amb les dades obertes públiques de diferents organismes Catalunya. Creat per Opendata.cat

    JavaScript
  • mcp-audiense-insights

    19

    This repository provides an MCP server that connects Claude to Audiense Insights, enabling marketing insights and audience analysis from Audiense reports, including demographic, cultural, and influencer data. This repository provides

    TypeScript
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