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runecho

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    • codegraph-mcp

      shekharnair96
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      quality
      A
      maintenance
      Exposes a codebase's symbol graph and symbol-aware editing tools to AI agents, enabling targeted symbol lookup, impact analysis, and atomic multi-file edits with reduced context tokens.
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    • N3MO

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      Deterministic code intelligence engine — indexes 27 languages into a queryable symbol graph for real-time blast-radius analysis, no embeddings or LLM calls.
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    • codebase-rag

      Ar-maan05
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables LLM agents to efficiently understand and navigate a codebase by providing semantic search over symbols and a reference graph, replacing expensive grep/glob calls with structured tools like definition lookup, caller/callee queries, and change-impact analysis.
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    • CodeMap

      tamilselvan04200803-max
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      quality
      C
      maintenance
      Enables AI agents to explore a repository by querying a pre-built structural knowledge graph of symbols and their relationships — definitions, callers, callees, blast radius, and file-level impact — instead of grepping and reading files. This cuts the tokens spent on code exploration by roughly 96–99% while running entirely on local SQLite with tree-sitter parsing.
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    • CodeGraph MCP

      raghurammrsd
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents to interrogate a local repository deterministically for symbols, dependencies, call paths, routes, tests, and Git impact, returning verified structured evidence with exact line citations instead of requiring the whole codebase to be read.
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    • sonde

      anishmoncivarghese
      A
      license
      Not graded
      quality
      A
      maintenance
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      Apache 2.0
    Deploy Server
    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A4.1/5.0

    Scored across 6 tools

    Disambiguation4/5

    Most tools are cleanly separated and the descriptions explicitly cross-reference each other (status vs health, diff vs structure). The only real overlap is between structure and locate, both of which surface files/symbols, but the descriptions differentiate full-structure listing from targeted symbol lookup well enough.

    Naming Consistency4/5

    All six names are single lowercase words with a uniform style, which is easy to predict. The only slight inconsistency is that some are nouns (structure, hash, status, health) and others are verbs (diff, locate), so the semantic pattern shifts even though the form is consistent.

    Tool Count5/5

    Six focused tools is well-scoped for a deterministic code-structure/index server, and none appears redundant. Each tool earns its place in the read/inspection workflow.

    Completeness3/5

    The surface is read-only and coherent, but every tool repeatedly says it 'errors if the repo is not enrolled,' yet there is no enroll tool, and diff references snapshot ids/labels with no snapshot-creation tool. These are notable missing lifecycle operations that create dead ends for a fresh agent.

    Maintenance

    ActivityActive
    ResponsivenessResponsive

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