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MCP Knowledge Bridge

MCP Knowledge Bridge

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Alternatives to MCP Knowledge Bridge

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    • F
      license
      Not graded
      quality
      A
      maintenance
      Exposes a local hybrid (vector + BM25) index of scattered notes, docs, PDFs, and chat logs to AI hosts like Claude Desktop, Cursor, and Cline, letting agents search and get cited answers. It publishes a set of tools, resources, and prompts so any MCP-compatible client can query that knowledge base with section-level citations.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to query a local, hybrid-searchable second brain over scattered notes, documents, and chat logs with section-level citations. It exposes retrieval tools, resources, and prompts through MCP so hosts like Claude Desktop, Cursor, and Cline can use the indexed knowledge.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP hosts to query a locally built hybrid (vector + BM25) index of scattered notes, docs, and chat logs, retrieving answers with section-level citations. It exposes 8 tools plus resources and prompts so hosts like Claude Desktop, Cursor, and Cline can search, ask, and browse the user's personal knowledge base directly.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP hosts to query a local, machine-resident index of scattered notes, project docs, PDFs, Office files, and chat exports using hybrid vector + BM25 retrieval with section-level citations. Exposes tools, resources, and prompts so hosts like Claude Desktop, Cursor, and Cline can search, ask, and explore linked knowledge through natural language.
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    • A
      license
      A
      quality
      A
      maintenance
      Cross-agent memory bridge for AI coding assistants. Persistent knowledge graph shared across 10 IDEs (Cursor, Windsurf, Claude Code, Codex, Copilot, Kiro, Antigravity, OpenCode, Trae, Gemini CLI) via MCP. 22 tools including team collaboration, auto-cleanup, mini-skills, session management, and workspace sync. 100% local, zero API keys required.
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      1,105 npm
      900
      Apache 2.0

    TDQS

    B3.2/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: search, fetch by ID, compare two topics, and a debug echo. No overlap in functionality.

    Naming Consistency3/5

    Three tools follow the 'kb_' prefix with verbs, but 'echo_debug' breaks the pattern by omitting the prefix. Mixed conventions reduce consistency.

    Tool Count5/5

    Four tools is well within the typical 3-15 range and feels appropriate for a focused knowledge bridge server.

    Completeness2/5

    Only read and compare operations are present. Missing create, update, and delete for knowledge entries, which are essential for managing a knowledge base.