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  • local-RAG-backend

    suwa-sh
    A
    license
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    quality
    B
    maintenance
    A Docker-based local RAG backend that provides advanced document search capabilities using vector, graph, and full-text retrieval via the Model Context Protocol. It supports over 28 file formats and tracks evolving relationships between concepts using a Neo4j-backed graphiti implementation.
    Last updated
    1
    MIT
  • knowing by blackwell-systems

    knowingofficial

    blackwell-systems
    A
    license
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    quality
    A
    maintenance
    Content-addressed code graph that produces ranked context for AI agents in one call. 22 MCP tools across indexing, blast radius, test scope, semantic diff, runtime traffic, and feedback-aware context packing. Incremental updates via Merkle DAG (no re-indexing). GCF wire format saves 84% tokens vs JSON
    Last updated
    16
    MIT

  • mempalace

    apajon
    A
    license
    A
    quality
    B
    maintenance
    Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a ChromaDB 0.6.x backend with automatic setup and verification.
    Last updated
    29
    4
    MIT

  • Gemini MCP Server

    xumingjun5208
    A
    license
    A
    quality
    D
    maintenance
    Enables multi-turn conversations with Google Gemini AI models, supporting file and image analysis, automatic model selection, deep thinking mode, and Google Search integration through the AIStudioProxyAPI backend.
    Last updated
    2
    1
    MIT
  • butterbase by butterbase-ai

    butterbaseofficial

    butterbase-ai
    A
    license
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    quality
    C
    maintenance
    AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, file storage, serverless TypeScript functions, durable objects, realtime, KV, AI gateway, and RAG via MCP, either HTTP at /mcp on a self-hosted instance or stdio with npx @butterbase/mcp.
    Last updated
    2,766
    Apache 2.0

  • Cogni-Docs

    bsreeram08
    A
    license
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    quality
    D
    maintenance
    Enables AI assistants to search and query documentation with flexible backend configurations (ChromaDB, Xenova embeddings) and supports multiple chunking strategies via an MCP server.
    Last updated
    6
    MIT

  • Brainstem

    DarkCodePE
    A
    license
    -
    quality
    C
    maintenance
    Local-first knowledge backend for AI agents that connects MCP hosts to an Obsidian-compatible vault with indexed retrieval, token-budgeted memory recall, and secure ingestion.
    Last updated
    MIT

  • Agent Search

    cedarsaam
    A
    license
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    quality
    B
    maintenance
    A self-hosted, MCP-native web-search backend for AI agents that provides meta-search, clean extraction, RAG with citations, and GitHub project selection.
    Last updated
    1
    MIT

  • MCP Server

    Krishanu-das-05
    A
    license
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    quality
    D
    maintenance
    A Python backend implementing the Model Context Protocol with Azure OpenAI integration, enabling applications to interact with LLMs through a standardized interface with streaming capabilities.
    Last updated
    MIT

  • OpenViking MCP Server

    jonsonliai
    F
    license
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    quality
    -
    maintenance
    Integrates the OpenViking context database with Cloudwise SA Workflow Skills to enable semantic search and access to product catalogs or solution templates. It supports hierarchical context loading for optimized token usage and includes a mock mode for testing without a live backend.
    Last updated