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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

  • A
    license
    A
    quality
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    MCP server that integrates with LM Studio to provide a search_notes tool, allowing the chat model to retrieve and answer from a local Obsidian vault.
    1
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    MCP server for hybrid retrieval over markdown vaults, combining sqlite-vec embeddings and FTS5 keywords with reciprocal rank fusion, plus optional cross-encoder reranking.
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables semantic search and reading of Obsidian Markdown notes through read-only MCP tools, allowing Claude to retrieve relevant passages from a local vault.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.
    13
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables semantic search and content retrieval from local Obsidian vaults through the Model Context Protocol. It allows AI assistants to query notes by meaning, filter by tags, and access full note content for enhanced knowledge integration.
  • A
    license
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    quality
    A
    maintenance
    A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local-first Graph-RAG system combining ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q&A over Obsidian vaults, supporting MCP clients like Claude Desktop, Cursor, and Raycast.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for local-first RAG over Obsidian vaults, enabling AI agents to search and ask questions about notes with grounded citations.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables semantic search over an Obsidian vault using ChromaDB, allowing users to search, read, and list notes via natural language.
  • A
    license
    A
    quality
    D
    maintenance
    Reads the local SQLite cache of the Notion desktop app to enable fast, offline search and retrieval of Notion pages from Claude.
    5
    24
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to search and retrieve personal journal entries using RAG, and add new entries with date filtering and multiple vector stores.
    4
    2
    MIT