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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables semantic search over a Qdrant knowledge base through MCP, with optional domain filtering and stdio or Streamable HTTP transport.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.
    59
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to save code snippets with vector embeddings for semantic search, retrieve them by name, and generate language-specific style guides or wiki documentation. It also orchestrates multi-agent workflows that combine deep wiki and code style generation into comprehensive documentation.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    A conversational chat interface that uses RAG over a synthetic test corpus and a domain-knowledge corpus, exposing retrieval via MCP.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.
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