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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Serves a repository's code knowledge graph over stdio (MCP) so coding agents can look up symbols, trace callers and callees, compute blast radius, list file symbols, run hybrid lexical-plus-graph search, and get citation-grounded answers from file:line evidence instead of guessing from text chunks. All tools work offline straight from the graph, with prose synthesis only when an OpenAI-compatible LLM endpoint is configured.
      13
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides local-first persistent memory with a typed knowledge graph and bounded multi-hop retrieval via MCP, letting coding agents and local LLM systems store, search, and recall facts across sessions without hosted services or model dependencies.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to retrieve hyper-targeted, token-efficient context from a codebase by querying a locally built AST knowledge graph, and to persist cross-session agent memory through 17 MCP tools. All indexing and retrieval run entirely offline, so proprietary code never leaves the machine.
      1
      MIT
    • A
      license
      B
      quality
      B
      maintenance
      Turns a local project folder into a searchable second brain that indexes code symbols, dependencies, notes, PDFs and web snapshots, then exposes hybrid keyword and embedding search, graph traversal, impact analysis and architecture reports to MCP clients. It also lets assistants record and recall architectural decisions and learnings as Markdown, so project memory persists across conversations, all running locally through one shared HTTP service.
      23
      1
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Indexes a Python/JS/TS repository into a local SQLite knowledge graph so agents can trace callers, callees, imports, subclasses and covering tests, measure impact radius, rank diff risk, and summarize architecture without grepping files. Exposes these queries as MCP tools alongside an equivalent CLI, with no daemon, embeddings, or network access.
      10
      MIT