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sourcesage

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    Related Servers

    • Axon.MCP.Server

      ali-kamali
      F
      license
      Not graded
      quality
      D
      maintenance
      An MCP server that transforms codebases into intelligent, queryable knowledge bases, enabling AI assistants to perform semantic search, explore architecture, and analyze code relationships.
      166
      -

    • Harpyja

      DCSTOLF
      A
      license
      B
      quality
      B
      maintenance
      A precision code-retrieval MCP server for coding agents working in large, legacy, and air-gapped codebases. It returns exact file and line range citations from natural-language queries without requiring the agent to perform blind searches.
      3
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    • Ferret MCP

      fabdendev
      A
      license
      A
      quality
      C
      maintenance
      An MCP server that extracts complete knowledge from any codebase — architecture, patterns, dependencies, API surface. Combines static analysis with AI-powered deep interpretation.
      8
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    • Open Mind

      HelloThisWorld
      A
      license
      Not graded
      quality
      C
      maintenance
      MCP server that builds a deterministic, source-traceable knowledge index of any codebase, enabling glossary lookup, code graphs, and exact-token search with every fact linked to its source file and line.
      13 npm
      1
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    • MCPatterns

      nicholasrubright
      F
      license
      B
      quality
      D
      maintenance
      An MCP server that enables users to store and retrieve personalized coding patterns, serving as a persistent memory layer for LLM agents. It allows AI models to generate code and refactor projects according to a user's specific styles, technologies, and established development conventions.
      7
      1
      -
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.2/5.0

    Scored across 13 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose. Query, register, and utility tools are well-separated; even similar verbs like 'dump' and 'load' target different operations (output vs input). No overlapping functionality.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case. Verbs like register, query, get, add, clear, dump, load are distinct and predictable. Nouns clearly indicate the resource.

    Tool Count5/5

    13 tools is well within the ideal range for a domain-specific knowledge graph server. The number covers core operations without being excessive, and each tool serves a specific purpose.

    Completeness2/5

    Missing update and delete operations for entities, patterns, relationships, and style conventions. Also lacks a dedicated query for relationships and a way to list all entities without filtering. These gaps can cause agent failures when needing to modify or remove specific data.

    Maintenance

    ActivityInactive
    ResponsivenessSyncing

    Resources