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"Assistance with mapping and refining a PostgreSQL database" matching MCP servers:

  • TeslaMate MCP Server

    mikeysrecipes
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    A
    quality
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    maintenance
    Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMate PostgreSQL database, including battery health, driving statistics, charging sessions, and custom SQL queries.
    18
    1
    MIT

  • battery-mcp

    janhq
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    quality
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    maintenance
    Enables LLMs to verify the novelty and validity of invented battery materials, with support for searching and validating against a materials database.
    1
    MIT

  • energy-mcp

    visethchapman
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    license
    A
    quality
    C
    maintenance
    An MCP server for US electricity demand and weather data that provides tools, resources, and prompts to query hourly demand, daily demand, peak demand, and demand vs temperature across regions, all running locally with a bundled SQLite database.
    6
    MIT
  • PowerGridIQ by powergridiq

    PowerGridIQofficial

    powergridiq
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    license
    A
    quality
    B
    maintenance
    The PGIQ Rating as agent tools: where to site or schedule a large electricity load across 67 global power markets. Wraps a read-only REST API returning reasoned, cited ratings across access, availability, cost, momentum, and carbon, plus live grid snapshots and cheapest-window scheduling.
    6
    44
    MIT

  • 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

  • SwitchAI

    US1929
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    license
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    quality
    B
    maintenance
    AI agent for Italian energy tariff comparison. Analyzes electricity and gas bills, compares 44+ offers from 13 providers, estimates savings with full ARERA regulated cost breakdown
    7
    MIT

  • datacenter-mcp-server

    log-wade
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    license
    A
    quality
    B
    maintenance
    Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier classification, and commissioning workflows, compliant with ASHRAE and Uptime Institute standards.
    8
    17
    1
    MIT

  • DC Hub — Data Center & Energy

    azmartone67
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    license
    A
    quality
    A
    maintenance
    Description: Data-center, power & gas intelligence MCP server. 33 tools covering 21,000+ data-center facilities (170+ countries), 232 US power markets scored by the DC Hub Power Index (DCPI), 2,000+ tracked M\&A deals, ISO grid telemetry (PJM, ERCOT, CAISO, MISO, SPP, NYISO), fiber routes, energy pricing. License: Free to cite (CC-BY-4.0). Existing distribution: In the official MCP registry; indexe
    6
    82
    2
    MIT

  • fin-data-mcp-server

    CohenD
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server providing free financial market data across 13 categories with 83 no-key tools, enabling access to stocks, indices, options, forex, crypto, energy, prediction markets, and more.
    83
    MIT

  • Dual Water Tank MCP

    ZidingWang
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    license
    B
    quality
    C
    maintenance
    Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.
    3
    4
    Apache 2.0

  • 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

  • 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
    17
    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

  • Fill-Rite MCP

    ribeck18
    A
    license
    C
    quality
    B
    maintenance
    Enables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.
    9
    MIT

  • vnbdigital-mcp

    the78mole
    A
    license
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    quality
    C
    maintenance
    Enables querying German distribution grid operator data from vnbdigital.de and BDEW register, including lookup by ID, postcode, coordinates, and free-text search.
    MIT

  • Cemig: Download de Contas para

    mcp-dir
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    license
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    quality
    C
    maintenance
    MCP server for professionals to consult and download Cemig electricity bills from official sources, with prepaid credit per query. Read-only and works with any MCP client over HTTP.
    MIT

  • Cemig: Download de Contas

    mcp-dir
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    license
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    quality
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    maintenance
    Enables users to query and download Cemig electricity bills from official sources via natural language, with read-only access and pre-paid credits across various MCP clients.
    MIT