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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables a persistent home world model with device graph, acoustic incident detection, and proactive maintenance proposals via MCP tools and server-sent events.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Evidence-backed PR contribution advisor MCP server. Analyzes PR contribution strategy using 550+ real case studies across 33 repos. Provides risk assessment, anti-pattern detection, and maintainer policy guidance.
    14
    365 npm
    3
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables exhaustive combinatorial search over a discrete space by enumerating the full Cartesian product, sharding work across accelerators, scoring every combination against a named objective, and returning a ranked list, with cost planning and emergency stop controls.
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for controlling Siemens TIA Portal, enabling AI agents to connect, read PLC tags, list blocks, inspect project structure, and compile projects. This community edition provides 5 read-only tools under the MIT license.
    MIT