Open-Source MCP servers

Matching MCP servers:

• Project Content Server

  MaheshDoiphode

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  An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.

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  MIT License

• Educational MCP Server

  Eiadrian

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  Enables AI assistants to access educational domain tools including grading, cognitive diagnosis, knowledge tracing, learning path recommendations, and sentiment analysis through FastAPI-powered small models.

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• Ollama_MCP_Guidance

  ShadovvSinger

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  A Model Context Protocol server that provides standardized interfaces for interacting with Ollama API, offering JSON responses, error handling, and intelligent guidance for LLM-based API calls.

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  MIT License

• MCP Content Curation Server

  alexandrekumagae

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  A Model Context Protocol server that provides AI-driven tools to categorize, tag, and optimize educational content using GPT-4.

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• Custom Vision Training Client

  ag2-mcp-servers

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  An MCP server for Microsoft's Cognitive Services Custom Vision Training API that enables AI agents to create, train, and manage custom image classification and object detection models through natural language interactions.

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• MedAdapt Content Server

  ryoureddy

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  A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.

  Last updated -

  6

  MIT License