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"An open-source vector database for similarity search and AI applications" matching MCP servers:

  • ebb-ai

    Vitalini
    A
    license
    Not graded
    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

  • Nectar AI Facility Agent

    Jithu000000
    F
    license
    Not graded
    quality
    C
    maintenance
    MCP server that provides live facility data access and operational tools, enabling the AI agent to query sensor readings, HVAC status, energy usage, alerts, and execute confirmed maintenance actions.

  • PyPSA MCP

    open-energy-transition
    A
    license
    Not graded
    quality
    D
    maintenance
    PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).
    70
    MIT

  • EnergyPlus MCP Server

    Akki-24
    F
    license
    Not graded
    quality
    C
    maintenance
    Exposes EnergyPlus simulation control (run, parse metrics, edit schedules) as LLM tools for autonomous building energy optimization.

  • energy-mcp

    visethchapman
    A
    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

  • mcp-server-eia

    GSA-TTS
    F
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes the U.S. Energy Information Administration (EIA) Open Data API, enabling LLMs to browse and query energy data across 17 datasets with generic, composable tools.
    4

  • TeslaMate MCP Server

    mikeysrecipes
    A
    license
    A
    quality
    D
    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
  • emsesp-mcp-server by bosch-buderus-wp

    emsesp-mcp-serverofficial

    bosch-buderus-wp
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM applications to query and visualize data from Bosch/Buderus heat pumps via ems-ESP, including temperatures, statistics, and heat curves through natural language.
    9
    MIT
  • mcp-neso by pipeworx-io

    mcp-nesoofficial

    pipeworx-io
    A
    license
    Not graded
    quality
    C
    maintenance
    Access Great Britain electricity grid open data from the NESO API, enabling queries about generation, demand, and market data.
    5
    MIT

  • eia-energy-data-mcp

    franklan-pm
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that wraps the U.S. Energy Information Administration's Open Data API, enabling assistants to fetch live energy data via natural language. It provides tools for querying series, browsing data routes, filtering facets, and running custom queries.
    MIT

  • thermal-mcp-server

    riccardovietri
    A
    license
    Not graded
    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

  • osdu-mcp

    rasheedonnet
    A
    license
    Not graded
    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

  • solar-mcp

    hoodsy
    A
    license
    Not graded
    quality
    A
    maintenance
    Open-source MCP servers exposing US solar data (production, resource, economics, market, forecast) as agent-accessible tools with a consistent data envelope.
    MIT

  • mcp-server-eia

    abrose1
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI agents with structured access to the U.S. EIA Open Data API for energy data including power plants, operations, fuel prices, projections, and state CO2 emissions.
    MIT

  • contas_comgas_download_seg_via

    mcp-dir
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables users to consult and download second copies (2ª via) of Comgás gas bills from the official source via a read-only tool, with prepaid per-query credit.
    MIT

  • CPFL: Download via link + OCR

    mcp-dir
    A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for consulting CPFL utility data via official source using link and OCR, with prepaid per-query pricing.
    MIT