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    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to retrieve focused structural context from a local code graph, inspect relationships, and carry project memory across sessions. It serves this context via MCP to reduce token usage while investigating code before making behavioral claims.
      35 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI coding agents to query a locally indexed structural code graph — source entities, callers/callees, Git relationships and recorded mistakes — so they retrieve focused, token-bounded context instead of reading entire files. It runs over local SQLite and can be served through a CLI, agent hooks, an MCP executable and an authenticated local dashboard.
      35 npm
      MIT
    • 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.
      15
      MIT
    • A
      license
      Not graded
      quality
      A
      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.
      26 PyPI
      1
      MIT