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Alternatives to mimry

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      Self-hosted semantic code search for AI coding agents. Indexes many repositories at once with tree-sitter AST chunking, local llama.cpp embeddings and Qdrant, so Claude Code, Cursor, Codex and any MCP client can find code by meaning, trace usages and callers, and read the git history behind each chunk. No API keys, and your code never leaves your machine.
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      license
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      quality
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      Gives multiple AI coding agents a shared, persistent memory by indexing your code and documentation into a vector database with AST-aware chunking and hybrid semantic/keyword search. Agents can search across projects and store, update, or forget decisions, conventions and lessons learned, all self-hosted with local embeddings.
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    • A
      license
      A
      quality
      B
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      Enables AI agents to search and query local folders or public Git repositories using code-aware hybrid retrieval, returning answers grounded in exact path-and-line citations. It also provides Git history and pull-request exploration, change-impact analysis, and documentation-drift detection, with local indexing and embeddings that keep code on the user's machine.
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    TDQS

    B3/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools target clearly distinct operations: symbol search, file search, change impact, path finding, status, and feedback. However, mimry_find (search files) and mimry_related (related files by graph ranking) can be confused since both take a query and return files, and mimry_status vs mimry_preflight both read as readiness checks. The descriptions do differentiate them, but the boundaries are slightly soft.

    Naming Consistency5/5

    Every tool follows the same mimry_ prefix with a single concise snake_case noun/verb, e.g. mimry_find, mimry_symbol, mimry_impact, mimry_path. The pattern is completely predictable and readable throughout.

    Tool Count5/5

    Nine tools sit comfortably in the well-scoped range for a code-graph intelligence server. Each maps to a distinct query type (search, relations, impact, path, ranking, status, feedback) with no filler.

    Completeness4/5

    The surface covers search (find, symbol), graph relationships (related, impact, path, why), freshness (status, preflight), and feedback, giving strong end-to-end graph-query coverage. A minor gap is the absence of an explicit index/init or reindex operation, since freshness verification seems confined to status.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data