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A simple memory MCP server with read/write tools and vector database search MCP tools

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

65,690 tools. Last updated 2026-01-28 03:47
  • Search your knowledge graph memory using semantic vector embeddings to find entities similar to your query, with options for hybrid search, similarity thresholds, and entity type filtering.
    MIT License
  • Search for entities in your knowledge graph memory using semantic meaning and vector similarity to find relevant information based on conceptual relationships.
    MIT License
  • Retrieve vector embeddings for specific entities from the memento-mcp knowledge graph memory to enable semantic search and relation management.
    MIT License
  • Retrieve vector embeddings for entities stored in a knowledge graph memory system to enable semantic search and analysis.
    MIT License
  • Store information in a vector database for future reference, enabling AI assistants to maintain persistent memory across conversations.

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