Understanding Vector Search MCP servers

"Understanding Vector Search" matching MCP servers:

• Local Search MCP Server

  PatrickRuddiman

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  Enables semantic search across indexed documents using vector embeddings. Index GitHub repositories and URLs to perform natural language queries with AI-enhanced contextual results.

  Last updated 2 months ago

  7

  MIT

• Conversation Search MCP Server

  cordlesssteve

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  Enables comprehensive search and analysis of Claude Code conversation history using full-text search, optional semantic vector search, and conversation management tools. Provides fast SQLite-based indexing with role-based filtering, project organization, and hybrid search capabilities combining keyword and semantic matching.

  Last updated 5 months ago

• Personal Semantic Search MCP

  Ethan2298

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  security

  F

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  Enables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.

  Last updated 2 months ago

  1

• X Search MCP

  konarkm

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  Enables searching X (formerly Twitter) using xAI's Responses API with support for filtering by handles, date ranges, and media understanding, returning structured results with citations.

  Last updated a month ago

  1

  3

  MIT

• Vector Memory MCP Server

  AerionDyseti

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  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 8 days ago

  231

  3

  MIT

• Vector Memory MCP

  Xsaven

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  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 3 months ago

  MIT