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    Enables advanced text network analysis and knowledge graph generation using graph theory algorithms to identify topics, detect content gaps, and extract structured insights from unstructured text.
    781
    95
    MIT
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    MCP server providing persistent memory management for AI agents using SQLite and FTS5, enabling storage, full-text search, and recall of memories with namespace isolation.
    1
    MIT
  • A
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    Persistent, searchable memory for AI agents over the Model Context Protocol, enabling memory storage, full-text search with BM25 ranking, and retrieval across sessions.
    15
    MIT
  • A
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    An efficient MCP server for Buildin.ai that provides readonly access to search and retrieve full text of pages.
    10
    MIT
  • A
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    Enables shared scratchpad functionality for Claude Code sub-agents with full-text search, workflow organization, and intelligent Chinese text tokenization. Supports seamless context sharing and collaboration across workflows with project scope isolation.
    5
    MIT
  • A
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    Provides persistent storage for AI agents via MCP and REST API, enabling saving and retrieving text, code, configs, and files with full-text search, tags, version history, and GitHub backup.
    2
    1
    MIT
  • A
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    Bookmark manager for AI agents with tags, categories, and full-text search. Reads are free, writes require Veyra commit mode.
    7
    MIT
  • A
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    A simple memory storage server for Claude using the Model Context Protocol (MCP), enabling Claude to store and retrieve text memories across conversations.
    13
    MIT
  • A
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    Provides LLM agents with a structured, queryable, local-first knowledge base with typed documents and full-text search via MCP.
    MIT
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    An MCP knowledge server that enables saving and retrieving memory across sessions, with tools to ingest text, URLs, YouTube, and files, and perform semantic search.
    1
    MIT
  • A
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    A SQLite-backed MCP memory server providing persistent memory storage with full-text search and knowledge graph capabilities for AI assistants.
    39
    MIT
  • A
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    Enables searching and retrieving local chat history from Codex and Claude CLI sessions via BM25 full-text search and MCP tools.
    2
    MIT
  • A
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    A Model Context Protocol server that provides AI assistants with direct access to local document collections through full-text search, supporting multiple formats and hierarchical collections.
    MIT
  • F
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    A local RAG knowledge base MCP server that exposes semantic document search as tools using zvec for vector storage and Qwen3-Embedding for text embedding.