Open-Source MCP servers

Matching MCP servers:

• General MCP Server

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  A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

• Memory MCP

  HamzaFarhan

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  A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

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• MCP Memory

  julianorck

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  Enables AI assistants to remember user information and preferences across conversations using vector search technology. Built on Cloudflare infrastructure with isolated user namespaces for secure, persistent memory storage.

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• Swagger to MCP

  suhailtajshaik

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  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

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  MIT License

• Memory MCP Server

  ideadesignmedia

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  SQLite-backed memory storage for MCP agents with optional semantic search via OpenAI embeddings, enabling agents to remember, recall, and manage contextual information across sessions.

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  MIT License

• MCP Memory

  XileForce

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  A MCP Server that gives AI assistants the ability to remember information about users across conversations using vector search technology.

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