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  • MCP Memory LibSQL Go

    ZanzyTHEbar
    A
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    🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
    7
    MIT

  • milvus-sdk-code-helper

    Shawnzheng011019
    A
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    quality
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    An MCP server designed to assist with generating, converting, and translating Milvus SDK code by retrieving relevant documentation and snippets. It supports PyMilvus code generation, ORM-to-client conversion, and cross-language translation between Python, Java, Go, and other supported languages.
    2
    MIT

  • ariadne

    mclaut
    A
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    quality
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    A native, local-first, multilingual memory server for Codex, Claude Code, and any MCP client, providing hybrid semantic and exact memory recall using Go, Qdrant, and bge-m3. It enables stable, concurrent memory storage and retrieval without Docker or cloud dependencies.
    3
    MIT

  • RAG-MCP

    alejandro-ao
    F
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    quality
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    maintenance
    A Retrieval Augmented Generation MCP server that ingests documents into a local vector database and enables semantic search queries.
    10

  • MCP PDF to PGVector

    sanskritiparmendranaval
    F
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    quality
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    maintenance
    MCP server that ingests PDF documents into pgvector for semantic search and RAG pipelines. It handles extraction, chunking, local embeddings, and storage, enabling agents to make PDFs searchable via natural language.

  • RAG MCP Server

    alejandro-ao
    F
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    quality
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    maintenance
    Provides tools for ingesting documents into a local vector database and retrieving relevant information via semantic search, enabling retrieval-augmented generation for MCP clients.
    6

  • Qdrant Sync MCP Server

    No-Smoke
    F
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    quality
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    Enables bidirectional synchronization of vector database collections between local and remote Qdrant instances with tools for comparison, dry-run previews, and sync operations in both directions.

  • RAG MCP Server

    anrege
    F
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    quality
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    maintenance
    A MCP server for document ingestion and semantic search using ChromaDB and sentence transformers, enabling users to query natural language over ingested documents.

  • Myelin

    et-do
    A
    license
    A
    quality
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    maintenance
    Myelin provides persistent, brain-inspired memory for AI agents, enabling cross-session and cross-tool context retention with local, private storage.
    11
    9
    MIT

  • Tiny Chat

    to-aoki
    A
    license
    D
    quality
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    maintenance
    A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.
    1
    2
    MIT