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  • A
    license
    A
    quality
    B
    maintenance
    Enables users to find books by keyword, ISBN, or author and check which branches hold copies of them and whether those copies are currently available for loan or when they are due back. Currently covers Shanghai's interlinked public library network of 900+ locations, with a design open to additional cities.
    3
    536 PyPI
    Apache 2.0
  • F
    license
    B
    quality
    C
    maintenance
    Enables safe local MCP-based control of ArcMap Desktop 10.8, allowing read-only inspection of map documents, layers, datasets, and execution of allowlisted geoprocessing tools through ArcPy.
    15
    3
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connects QGIS to any MCP-speaking AI agent, exposing 125 tools that let the agent manage layers, edit features, run processing algorithms, render and style maps, author layouts and atlases, query across layers with SQL, and administer the QGIS session. Works with any MCP client and QGIS 3.28–4.x.
    GPL 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides traffic prediction and route optimization tools that consume a REST API to get traffic station data, predict Speed Performance Index using LSTM models, and suggest optimal routes between stations using Dijkstra's algorithm.
    -