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

    130

    This repository provides a flexible gateway server that bridges MCP STDIO servers to HTTP, enabling multi-instance MCP servers to be exposed via REST API with OpenAPI schema generation.

    TypeScript
  • mcp-hubspot

    129

    This repository provides a Model Context Protocol (MCP) server for integrating AI models with HubSpot CRM, enabling interaction with HubSpot data through tools like contact management. It allows AI to

    Python
  • scrapling-fetch-mcp

    128

    This repository provides an MCP server, `scrapling-fetch-mcp`, enabling AI assistants to access text content from websites employing bot detection. It offers tools for fetching complete pages and extracting content based on patterns.

    Python
  • dart-mcp-server

    128

    Dart MCP Server is the official AI Model Context Protocol server for Dart, a project management tool powered by AI, offering features like prompts, resource templates, and task management tools.

    JavaScript
  • aws-cost-explorer-mcp-server

    127

    This repository provides an MCP server for accessing AWS Cost Explorer and Amazon Bedrock usage data through CloudWatch Logs, enabling users to analyze and visualize AWS spending data using Anthropic's Claude.

    Python
  • mcp-server-aws

    127

    This repository provides an AWS Model Context Protocol (MCP) server implementation supporting S3 and DynamoDB, enabling logged operations accessible via the `audit://aws-operations` endpoint. It facilitates integration with the Claude desktop

    Python
  • mcp-client-server

    127

    The MCP Test Client is a middleware that acts as both a server for Claude and a client for MCP servers under test, enabling testing and development without direct registration.

    TypeScript
  • rotary-encoder-over-mcp23017

    122

    Library and example code with which one can controll multiple rotary encoders over the MCP23017 I2C GPIO expander.

    C++
  • modex

    121

    Modex is a Clojure library implementing the Model Context Protocol, enabling developers to augment AI models with tools, resources, and prompts without relying on Java SDKs or proxies.

    Clojure
  • AgentNexus

    119

    Multi-Agent,MCP,RAG,SpringAI1.0.0,RE-ACT

    Java
  • mcp-windows-desktop-automation

    119

    This repository offers a TypeScript MCP server for automating Windows desktop tasks using AutoIt, exposing its functions as tools for LLM applications. It supports file access, screenshots, and common automation prompts.

    TypeScript
  • elevenlabs-mcp-server

    119

    This repository provides an ElevenLabs MCP server for text-to-speech conversion, featuring a SvelteKit client for managing voices, scripts, and audio history. It supports persistent storage and offers easy installation via

    Python
  • notion-server

    118

    This repository provides a Model Context Protocol (MCP) server for Notion, enabling Language Models to interact with Notion workspaces through standardized tools for page and database operations. This repository provides

    TypeScript
  • wxflows

    117

    The watsonx.ai Flows Engine repository provides tools to build, run, and deploy AI agent tools from various data sources, enabling integration with frameworks like LangChain and watsonx.ai for diverse applications.

  • vectorize-mcp-server

    116

    This repository provides a Model Context Protocol (MCP) server that integrates with Vectorize for vector retrieval and text extraction. It enables advanced document processing and search functionalities using the Vectorize platform.

    JavaScript
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