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maintenanceMCP server that enables Google ADK agents to triage solar fault signals, retrieve Salesforce diagnostics via hosted MCP prompt templates, and create WorkOrder records when replacements are needed.
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"How to increase a model's context window for handling large files" matching MCP servers:
PowerGridIQofficial
AlicenseAqualityBmaintenanceThe 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.644MIT
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- AlicenseCqualityBmaintenanceEnables AI agents to interact with a user's Fill-Rite fuel management system, with token refresh handling for continuous access.9MIT
Voltcast MCP Serverofficial
Alicense-qualityCmaintenanceEnables access to European electricity data including day-ahead prices, probabilistic forecasts, carbon intensity, and cheapest-window optimization for 43 bidding zones.MIT- Alicense-qualityDmaintenancePyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).70MIT
- Alicense-qualityDmaintenanceEnables AI agents to understand, query, and manipulate Honeybee building energy models through natural language via the Model Context Protocol.16GPL 3.0
- Alicense-qualityDmaintenanceA Model Context Protocol (MCP) server that provides comprehensive access to Tigo Energy solar system data and analytics. It enables AI assistants to interact with your Tigo solar monitoring system to retrieve production data, performance metrics, system health information, and maintenance insights.MIT
- Alicense-qualityDmaintenanceEnables AI agents to interact with the OSDU® data platform through Model Context Protocol, providing tools for search, storage, schema management, and dataset operations.1Apache 2.0
- Alicense-qualityDmaintenanceA TypeScript-based Model Context Protocol (MCP) server with web interface for calculating CO2 emissions using the Climatiq API.MIT
- Flicense-qualityDmaintenanceProvides comprehensive access to EnergyPlus building energy simulation results, enabling discovery, analysis, and extraction of data from epJSON, SQL, and HTML files through MCP tools with pandas integration.1
- Flicense-qualityBmaintenanceEnables AI agents to search and retrieve cited evidence packs for renewable energy assets, analyze locations, and access regional energy context, all from a local DuckDB snapshot of Aragon renewable infrastructure data.
- Flicense-qualityBmaintenanceConnects to 7,000+ utilities to surface bill data, interval meter readings, and carbon calculations via the Model Context Protocol.
- Flicense-qualityBmaintenanceNine tools for indoor climate and household energy in Germany/EU: BTU sizing for a room, portable-AC window-seal length, live heatwave outlook, appliance running costs, heating watts, dew point for safe ventilation, and balcony-storage subsidy rules. Also searches and reads 133 guides on getecoback.com; no auth, no personal data, and every answer returns its source URL.
- Flicense-qualityBmaintenanceExposes tools to query and analyze energy monitoring sessions stored in CSV files, enabling users to get consumption stats, compare sessions, and view historical data through natural language in Claude Desktop.
- 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
- 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
- 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
- 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
- AlicenseAqualityCmaintenanceEnables parsing, analysis, and export of power measurement data from Monsoon Power Monitor PT5 files, including summary statistics, sample retrieval, trend analysis, and CSV export.615MIT