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Alternatives to ladybug-tools-mcp

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    Related Servers

    • F
      license
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      quality
      A
      maintenance
      Enables natural language interaction with OpenStudio building energy simulation, allowing creation, querying, and modification of models, running EnergyPlus simulations, and analyzing results.
      45
      -
    • A
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      quality
      D
      maintenance
      Enables AI agents to understand, query, and manipulate Honeybee building energy models through natural language via the Model Context Protocol.
      17
      GPL 3.0
    • A
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      A
      quality
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      maintenance
      Enables AI assistants to create, edit, and simulate EnergyPlus building energy models via natural language. Supports schema exploration, model editing, simulation execution, and documentation search.
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      3
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    • A
      license
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      quality
      F
      maintenance
      Enables AI assistants to interact with OpenStudio building energy models through natural language, allowing users to load, inspect, and manipulate OSM files including building geometry, HVAC systems, materials, schedules, and internal loads.
      11
      MIT
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      quality
      D
      maintenance
      Enables LLMs to perform architectural spatial modeling through natural language, including creating, manipulating, and analyzing 3D building models using TopologicPy.
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      AGPL 3.0
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      license
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      quality
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    TDQS

    A3.9/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct role: search discovers relevant tools, get_schema provides parameter details, and execute runs tool calls. There is no meaningful overlap or ambiguity between the three.

    Naming Consistency4/5

    Names are short, imperative, and readable: search, get_schema, execute. The only minor inconsistency is that get_schema uses a verb_noun form while search and execute are bare verbs, but the pattern is still predictable.

    Tool Count5/5

    Three tools is a well-scoped set for a discover-schema-execute workflow. Each tool earns its place and the count feels intentional rather than thin.

    Completeness4/5

    The set covers the full lifecycle of finding, understanding, and invoking tools, which is complete for its apparent purpose. A minor gap is the lack of an explicit list-all-tools operation, though search likely covers discovery adequately.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues