Open-Source MCP servers

Matching MCP servers:

• Models PLUS

  Vivek-k3

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  Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.

  Last updated -

  MIT License

• MCP Server with OpenAI Integration

  Dagudelot

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  Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.

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• openai-tool2mcp

  alohays

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  A lightweight bridge that wraps OpenAI's built-in tools (like web search and code interpreter) as Model Context Protocol servers, enabling their use with Claude and other MCP-compatible models.

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  4

  11

  MIT License

• Google OR-Tools server

  Jacck

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  MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

  Last updated -

  16

  MIT License

• MCP Qdrant Server with OpenAI Embeddings

  amansingh0311

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  This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.

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  6

• MCP OpenAI Server

  mzxrai

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  A Model Context Protocol (MCP) server that lets you seamlessly use OpenAI's models right from Claude.

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  MIT License