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  • context-index-mcp

    butler-kasagi
    F
    license
    -
    quality
    B
    maintenance
    A lightweight MCP server that maps keywords to file paths instantly using a JSON index, enabling fast context retrieval for AI agents without embeddings or vector databases.

  • vshulcz/deja-vu

    vshulcz
    A
    license
    A
    quality
    A
    maintenance
    Indexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.
    6
    632
    MIT

  • jambavan

    beingmartinbmc
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that provides coding models with a live code index, inferred code graph, durable memory, and surgical tools to help them leverage their existing reasoning and coding abilities effectively.
    20
    218
    2
    MIT

  • aurum-recall

    bryanslongbl-sys
    A
    license
    A
    quality
    B
    maintenance
    A memory system for AI agents that maintains a human-readable, typed Markdown knowledge base with an always-in-context index, enabling recall, correction, and trust decay through MCP.
    7
    1
    Apache 2.0

  • GraphRAG Llama Index MCP

    T-NhanNguyen
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.
    3

  • MCP Index Notes

    vjsr007
    F
    license
    B
    quality
    D
    maintenance
    Enables indexing and retrieving notes with full-text search using SQLite, plus building knowledge graphs to find relationships between concepts. Supports natural language note management, tagging, and semantic connections.
    16

  • j5ed-knowledge-graph

    ArkTechNWA
    A
    license
    -
    quality
    A
    maintenance
    A knowledge graph MCP server providing persistent, structured memory for AI assistants with multi-agent isolation, tiered search, and index navigation.
    10
    MIT

  • mnema

    Ray0907
    A
    license
    -
    quality
    B
    maintenance
    Provides a file-first personal memory layer for AI agents, enabling them to store and retrieve memories as markdown files with an SQLite index. The MCP server offers read-only search by default, with optional write tools for manual memory addition and conflict resolution.
    83
    MIT

  • llm-wiki-ops

    jinnnyang
    A
    license
    -
    quality
    B
    maintenance
    Graph-level operations for Karpathy LLM Wiki knowledge bases, enabling LLM agents via MCP and humans via CLI to perform structured graph surgery including node/edge CRUD, wikilink management, index rebuilding, and graph metrics.
    MIT

  • Last.fm Taste MCP

    sptmru
    A
    license
    -
    quality
    C
    maintenance
    Provides Last.fm listening analytics and recommendations by combining Last.fm and MusicBrainz metadata, maintaining a local listening index, and recording explicit preferences. Enables queries for listening summaries, taste profiles, artist context, and evidence-backed recommendations via MCP tools.
    MIT

  • mcp-ltm

    kvas-it
    A
    license
    -
    quality
    D
    maintenance
    Provides persistent long-term memory for AI assistants with tag-based retrieval, wiki-style linking, and source references, storing memories as markdown files with SQLite index.
    1
    MIT