A
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qualityD
maintenanceEnables LLMs to verify the novelty and validity of invented battery materials, with support for searching and validating against a materials database.
MIT
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"A guide for playing the game Satisfactory" matching MCP servers:
- Flicense-qualityBmaintenanceMCP server for querying and simulating the dispatch plan of a solar PV + battery system in the Chilean electricity market, using deterministic optimization and optional DRL.
- AlicenseAqualityAmaintenanceA Model Context Protocol server that connects Claude to your own Kia vehicle through the Kia Owners API, enabling vehicle status, location, odometer, EV charge state, and confirm-gated commands for doors, climate, and charging.16248MIT
- AlicenseAqualityBmaintenanceAn unofficial read-only MCP server for Panasonic AiSEG2 home energy management controllers, enabling clients to read live power flow, per-circuit consumption, circuit names, daily totals, and historical energy/cost data from the device's local web interface.6MIT
- AlicenseAqualityAmaintenanceUnofficial MCP server for the messdienst24.de utility portal, providing tools to retrieve heating and hot-water consumption data, download PDF reports, and compare usage trends.3MIT
- AlicenseAqualityDmaintenanceEnables discovery and control of Philips Hue lighting devices via a local bridge using the CLIP v2 API, without any cloud dependency.10MIT
- AlicenseAqualityCmaintenanceMCP server for fetching Danish electricity spot prices (DK1/DK2) using the free elprisenligenu.dk API, providing tools to get current price, cheapest hours, and price summaries.4MIT
- AlicenseAqualityDmaintenanceMCP server for the German energy market master data register (MaStR), enabling querying of energy units, actors, grid connections, and more via 21 SOAP and public tools.76MIT
- AlicenseAqualityBmaintenanceMCP server for the Australian Energy Market Operator (AEMO) National Electricity Market. Plain-English access to 5-min dispatch prices, regional demand, interconnector flows, generation by fuel, rooftop PV.5MIT
- AlicenseAqualityCmaintenanceEnables 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.984MIT
- AlicenseAqualityAmaintenanceMCP server for converting OEM energy telemetry payloads into ODS-E records and validating them via the odse Python package.3228MIT
- AlicenseAqualityAmaintenanceA lean Model Context Protocol (MCP) server that gives AI assistants like Claude structured access to a SolarEdge PV installation via the official SolarEdge Monitoring API.4MIT
- AlicenseAqualityAmaintenanceMCP server for the entire Shelly smart-home ecosystem, enabling local-first control, automation, and energy monitoring of Shelly devices with cloud fallback.47MIT
- AlicenseAqualityAmaintenanceDescription: 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; indexe6822MIT
kardashev-mcpofficial
AlicenseAqualityCmaintenanceMCP server for Kardashev Labs US grid data, giving agents live LMP, carbon intensity, load, curtailment, interconnection queues, ERCOT large loads, and the public RT-DA spread forecast track record. Requires no API key.11MIT- AlicenseAqualityDmaintenanceSolar estimates, provider comparison, energy prices and blog for Italy. 6 MCP tools for the Italian solar market.650MIT
- AlicenseAqualityDmaintenanceMCP server for the JouleScope JS220 precision energy analyzer, enabling agents to measure current, voltage, power, charge, and energy via tools like measure_energy.101Apache 2.0
- AlicenseBqualityCmaintenanceFits 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.34Apache 2.0
- AlicenseBqualityDmaintenanceRead-only MCP server integrating with the Victron VRM API to monitor solar systems, batteries, alarms, and more.4195MIT
- FlicenseBqualityBmaintenanceEnables querying optimal control values (angle for blowers, control for pumps) to minimize power given a required flow rate, using machine learning models trained on pump/fan operation data.21