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RITIKA-SHARMAA

RAG-MCP

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exposing search, get, status, and doctor over Obsidian-compatible Markdown with hybrid BM25/vector/wikilink/title retrieval and first-class CJK support.
      11
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Turns any folder of PDFs, markdown, and text files into a local, queryable knowledge base exposed as an MCP server. Enables MCP-compatible agents to semantically search indexed documents, retrieve relevant passages with source and relevance scores, list or reindex documents, and inspect cache and token usage — instead of reading whole files into context.
      1
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Local deterministic BM25 memory for AI agents — offline-first, no API key, SHA-256 content-addressed shards, stdio MCP transport. Same query always returns the same ranked result.
      11
      51 npm
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Enables fast, low-token code search for AI coding agents via a local BM25 engine built on SQLite FTS5, with support for camelCase, snake_case, and Japanese text. Provides a stateless MCP stdio server and a Hermes adapter for multi-agent environments.
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Turns a local folder of documents into a queryable index that an LLM agent can pull from on demand, keeping only a compact table of contents in context. Exposes five tools (index, search, read, grep, neighbours) over a single offline SQLite FTS5 store so the model retrieves exact, citable sections instead of being handed whole files.
      MIT