vector MCP servers

"vector" matching MCP servers:

• Vector Memory MCP

  Xsaven

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  security

  A

  license

  -

  quality

  A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.

  Last updated 7 days ago

  MIT

• Vector Memory MCP Server

  AerionDyseti

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  security

  A

  license

  -

  quality

  Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

  Last updated 9 days ago

  231

  3

  MIT

• TxtAi Memory Vector Server

  rmtech1

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  security

  F

  license

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  quality

  Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also

  Last updated 10 months ago

  14
• 

  Baidu Vector Database MCPofficial

  baidu

  A

  security

  A

  license

  A

  quality

  A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.

  Last updated 9 months ago

  14

  3

  Apache 2.0

• Local Vector Store MCP Server

  Paddione

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  security

  F

  license

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  quality

  Enables document search and retrieval using TF-IDF vector similarity across HTML and PDF files. Provides ingest, query, and vector store management capabilities through both HTTP API and MCP stdio interfaces.

  Last updated 5 months ago

• Simple Files Vector Store

  lishenxydlgzs

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  security

  A

  license

  -

  quality

  A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.

  Last updated 10 months ago

  20

  38

  MIT