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"Tools and Systems for Math, AI, and Proof Verification with Bug Detection and Auto Fixing" matching MCP servers:

  • ccpp-tools-mcp

    jinhyunan
    A
    license
    B
    quality
    B
    maintenance
    MCP server providing deterministic, standards-traceable engineering calculations for combined-cycle power plant balance-of-plant design, such as fluid properties, pipe sizing, pump NPSH, and valve sizing, with every result including method, assumptions, and warnings.
    11
    1
    Apache 2.0

  • ladybug-tools-mcp

    LoftyTao
    A
    license
    -
    quality
    A
    maintenance
    Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.
    3
    GPL 3.0

  • ebb-ai

    Vitalini
    A
    license
    -
    quality
    A
    maintenance
    Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnight" LLM tasks to the cleanest electricity-grid hour inside a deadline — 40-70% lower CO2 per task, 50% cheaper via Anthropic/OpenAI Batch APIs. 9 MCP tools, per-task carbon receipts to local SQLite, Apache-2.0.
    1
    Apache 2.0

  • Cernion Grid Intelligence

    energychain
    A
    license
    -
    quality
    A
    maintenance
    87+ specialized tools for German and European energy data. Direct AI access to Marktstammdatenregister (MaStR), ENTSO-E, Redispatch 2.0, and Grid Operations for utilities and datacenters.
    2
    GPL 3.0

  • wiring-diagram-mcp

    YUZU-Hub
    A
    license
    A
    quality
    C
    maintenance
    Enables Claude to size batteries, wire gauges, and fuses for 12V-48V electrical systems in boats, vans, and off-grid builds, and generates complete wiring diagrams as SVG or PNG.
    9
    84
    MIT

  • victron-tcp

    lubosstrejcek
    A
    license
    A
    quality
    A
    maintenance
    Connect AI assistants to Victron Energy systems to read real-time solar, battery, grid, and inverter data from your local network via Modbus TCP or MQTT.
    32
    25
    3
    MIT

  • trane-mcp

    NoBanks
    A
    license
    A
    quality
    C
    maintenance
    Provides AI agents with read access to Trane Tracer SC+ building automation systems for inventory and telemetry retrieval.
    8
    MIT

  • Victron VRM MCP Server

    gimi-q
    A
    license
    B
    quality
    D
    maintenance
    Read-only MCP server integrating with the Victron VRM API to monitor solar systems, batteries, alarms, and more.
    41
    9
    5
    MIT

  • EnergyAtIt MCP Server

    kasathur
    A
    license
    B
    quality
    D
    maintenance
    Connects AI agents to energy infrastructure with 30+ tools for managing sites, assets, dispatch, settlements, compliance, and carbon tracking.
    34
    39
    1
    MIT

  • GridWatch MCP

    mohithchow
    A
    license
    -
    quality
    C
    maintenance
    MCP server exposing distributed industrial asset data (battery storage, EV chargers, solar arrays) with tools for asset status, geospatial search, alerts, anomaly explanation, and load simulation.
    1,014
    MIT

  • Loxone MCP Server

    reijosirila
    A
    license
    -
    quality
    C
    maintenance
    Enables natural language control of Loxone smart home systems, including lighting, audio, climate, and environmental monitoring, through MCP-compatible clients.
    14
    2
    AGPL 3.0

  • thermal-mcp-server

    riccardovietri
    A
    license
    -
    quality
    A
    maintenance
    A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP server. Enables thermal analysis, coolant comparison, flow optimization, and rack-level sizing via natural language queries.
    1
    MIT

  • Datadis MCP Server

    Jaimegruiz
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to access and analyze Spanish electricity consumption data via the Datadis API, providing tools for supply management, consumption analysis, anomaly detection, and executive reporting.
    MIT

  • osdu-mcp

    rasheedonnet
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to interact with the OSDU® data platform through Model Context Protocol, providing tools for search, storage, schema management, and dataset operations.
    1
    Apache 2.0

  • calculadora-combustivel

    comeca-ai
    F
    license
    -
    quality
    D
    maintenance
    Enables calculation of the most economical fuel (gasoline, ethanol, or natural gas) based on prices and vehicle consumption, following the 70% rule for ethanol and 60% for GNV.
    1