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NetLogo MCP

by Razee4315
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Python
Hybrid

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    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

    A3.6/5.0

    Scored across 36 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose. For instance, simulation tools are differentiated by use case (run_simulation for data collection, watch_simulation for visual demo, run_campaign for campaign testing, run_experiment for BehaviorSpace). Model management tools are also well-separated. No two tools appear to overlap in functionality.

    Naming Consistency4/5

    The vast majority of tool names follow a consistent verb_noun pattern with underscores (e.g., create_campaign, list_audiences, get_world_state). A few exceptions like market_info and server_info (noun_noun) and calibrate (bare verb) break the pattern slightly, but overall the naming is predictable and readable.

    Tool Count3/5

    With 36 tools, the server covers a broad scope (NetLogo model management, simulation, BehaviorSpace, campaign marketing simulation, COMSES integration). While each tool serves a specific function, the high count may be overwhelming for simple tasks. It is borderline appropriate for the server's ambitious scope, but could benefit from consolidation.

    Completeness4/5

    The tool surface covers the full lifecycle of NetLogo models (create, open, update, close, save), simulation control, state inspection, BehaviorSpace experiments, and campaign simulation. Notable gaps include missing delete operations for models, audiences, and campaigns, which agents may need for cleanup. Otherwise, the set is comprehensive.

    Maintenance

    ActivityStale
    ResponsivenessWithin a week

    Resources