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Mind Map MCP Server

by nerfels
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    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

    C2.9/5.0

    Scored across 59 tools

    Disambiguation2/5

    Many tools have overlapping purposes, such as multiple analyze_* and get_* tools that target similar aspects (e.g., analyze_project_documentation vs analyze_document, get_insights vs analyze_and_predict). This makes it difficult for an agent to select the correct tool without deep reading.

    Naming Consistency5/5

    All tools follow a consistent snake_case verb_noun pattern (e.g., scan_project, query_mindmap, analyze_architecture). There are no deviations or mixed conventions, making the set highly predictable.

    Tool Count1/5

    With 59 tools, the server is far beyond a well-scoped size of 3-15. The number is excessive for a mind map and project analysis server, likely overwhelming agents and indicating poor feature granularity.

    Completeness3/5

    The tool set covers many aspects of analysis, querying, and brain-inspired features, but lacks basic CRUD operations for mind map entities like nodes and relationships. There are overlapping analysis tools, but core creation/deletion is missing, leading to moderate coverage.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources