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

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  • Image-Generation-MCP-Server

    51

    This repository provides an MCP server for image generation using the Replicate Flux model, enabling users to generate images through Claude Desktop with either NPX or local installation, requiring a

    JavaScript
  • oatpp-mcp

    50

    Oatpp-mcp implements Anthropic's Model Context Protocol for Oat++, enabling LLM integration with your Oat++ API through autogenerated tools. It supports STDIO and HTTP SSE transports, along with Prompts, Resources, and Tools.

    C++
  • mcp-databricks-server

    50

    This repository provides a Model Context Protocol (MCP) server that connects to Databricks, enabling LLMs to execute SQL queries, list jobs, retrieve job statuses, and access detailed job information.

    Python
  • world_bank_mcp_server

    50

    This repository hosts a Model Context Protocol (MCP) server that facilitates interaction with the World Bank's open data API, enabling AI assistants to list and analyze indicators for various countries.

    Python
  • mcp-zenml

    49

    This repository implements an MCP server for ZenML, enabling access to live information about ZenML resources like pipelines, artifacts, and users, and allowing triggering new pipeline runs. This repository implements

    Python
  • mcp-openapi-schema

    49

    This repository provides a Model Context Protocol (MCP) server that exposes OpenAPI schema information to Large Language Models, enabling them to explore and understand API specifications through specialized tools.

    JavaScript
  • Aspire.MCP.Sample

    48

    This repository provides a sample MCP server and client using Aspire, demonstrating MCP communication within a structured Aspire environment, including a Blazor Chat client and integration with LLMs for function calling.

    HTML
  • smartest-tv

    48

    📺 Control any smart TV with natural language. Play Netflix by name from your terminal. PyPI: stv · MCP server · LG/Samsung/Roku/Android

    Python
  • skills

    46

    The open catalog of AI agent skills — 1,100+ security-scanned skills for Claude Code, Cursor, Codex, and more.

    Shell
  • spring-ai-mcp-client

    45

    This repository provides a Spring AI-based Model Context Protocol (MCP) client for interacting with MCP-supported servers, enabling AI chat interactions using Anthropic and OpenAI models. This repository provides a Spring

    Java
  • mcp-agents-hub

    44

    This repository provides an open-source ecosystem for the Model Context Protocol (MCP), enabling the development, discovery, and deployment of MCP servers and clients for secure AI integrations in enterprise environments.

    TypeScript
  • dappier-mcp

    44

    This repository hosts the Dappier MCP server, connecting AI models to real-time, rights-cleared data from sources like web search, stock markets, and premium publishers, enabling AI expertise. This repository hosts

    Python
  • dynamic-shell-server

    42

    Dynamic Shell Command MCP Server

    Python
  • dune-analytics-mcp

    41

    This repository provides a mcp server that bridges Dune Analytics data to AI agents, offering tools to fetch latest query results or execute queries by ID, returning data as CSV strings.

    Python
  • mcp-client-server-host-demo

    39

    This repository demonstrates Model Context Protocol (MCP) integration using Pokemon data, featuring an MCP server and client, and an HTTP server enabling LLMs to utilize Pokemon tools via OpenRouter.

    TypeScript
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