Sponsored by Deepsite.site

Prospector Labs Energy

Created By
OwenCoonahana month ago
Access the most comprehensive US energy infrastructure dataset available via MCP: - 47,000+ utility-scale interconnection queue projects across all 9 ISOs (PJM, MISO, ERCOT, CAISO, NYISO, SPP, ISO-NE, West, Southeast). - 5.4M distributed generation and rooftop solar installations across 27 states. - 6,593 renewable energy developer profiles with track records, completion rates, and capital needs assessment. 31 tools covering: project search and filtering, - ITC/PTC tax credit calculations with all IRA bonus adders (energy community, low-income, domestic content) - investable project scoring for deal sourcing, - 1-page deal sheet generation - developer due diligence - locational marginal prices (LMP) across 6 ISOs - capacity market auction results - NREL technology cost projections - EIA generator data, wind turbine database - transmission lines - substations - fuel prices - CSV data export. Built for energy investors, renewable energy analysts, climate tech researchers, infrastructure funds, project developers, and anyone working in clean energy, solar, wind, battery storage, or the energy transition.
Overview

Prospector Energy MCP Server

MCP (Model Context Protocol) server that gives AI agents access to the Prospector Labs Energy Data API — 47,000+ interconnection queue projects, 5.4M distributed generation installations, 6,593 developer profiles, tax credit calculations, and ITC deal sourcing.

Tools Available (34 tools)

ToolDescription
search_projectsSearch 47K+ utility-scale energy projects by state, ISO, type, developer, capacity
get_projectFull project detail with all enrichment fields
get_project_scoreInvestability score breakdown for a project
get_queue_statsAggregate interconnection queue statistics
export_projectsExport projects as CSV (up to 50K)

Deals & Investment

ToolDescription
find_itc_dealsITC-eligible investment opportunities with scoring
get_itc_dealDetailed ITC deal profile
get_itc_summaryAggregate ITC deal pipeline statistics
get_investable_projectsPre-screened investable projects with grades
get_investable_summaryAggregate investability statistics
get_deal_sheetFormatted 1-page deal sheet (HTML, print to PDF)

Tax Credits

ToolDescription
calculate_tax_creditsITC/PTC eligibility with all IRA bonus adders
check_domestic_contentDomestic content ITC bonus eligibility (+10%)

Developers

ToolDescription
search_developersSearch 6,593 developer profiles by name
get_developerFull developer profile with track record
get_developer_projectsAll projects by a specific developer
get_developer_statsDeveloper aggregate statistics

Market Data

ToolDescription
get_lmp_dailyDaily locational marginal prices
get_lmp_monthlyMonthly average LMP trends
get_lmp_zonesList available LMP pricing zones
get_capacity_pricesCapacity market auction prices
get_fuel_pricesFuel prices by state and type
get_technology_costsNREL ATB cost projections
get_rto_generationRTO-level generation by fuel type

Grid Infrastructure

ToolDescription
get_grid_turbines75K+ US wind turbines (USWTDB)
get_grid_transmission95K+ transmission lines (HIFLD)
get_grid_substations64K+ electrical substations (HIFLD)
get_generatorsEIA generator inventory (26K+ generators)

Distributed Generation

ToolDescription
search_dg_projectsSearch 5.4M distributed generation installations
get_dg_statsDG aggregate statistics
get_investable_dg_projectsPre-screened investable DG projects (55K+ scored for small ITC investors)
get_dg_investable_summaryAggregate investable DG statistics by state, stage, source

What's New in v0.3.1

  • DG Investability toolsget_investable_dg_projects and get_dg_investable_summary for searching 55K+ pre-screened distributed generation projects scored for small ITC investor fit
  • 34 total tools (was 32 in v0.3.0)
  • Milestone tools from v0.3.0: get_milestone_summary, construction stage/study phase/IA status filters on search_projects and get_investable_projects

Setup

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "prospector-energy": {
      "command": "uvx",
      "args": ["prospector-energy-mcp"]
    }
  }
}

Or if installed locally:

{
  "mcpServers": {
    "prospector-energy": {
      "command": "/path/to/venv/bin/python",
      "args": ["-m", "prospector_energy"]
    }
  }
}

Claude Code

Add to your Claude Code settings or .mcp.json:

{
  "mcpServers": {
    "prospector-energy": {
      "command": "uvx",
      "args": ["prospector-energy-mcp"]
    }
  }
}

Cursor

Add to Cursor's MCP settings (Settings > MCP Servers):

{
  "prospector-energy": {
    "command": "uvx",
    "args": ["prospector-energy-mcp"]
  }
}

Direct Install

# From GitHub
pip install git+https://github.com/OwenCoonahan/prospector-energy-mcp.git

# From PyPI
pip install prospector-energy-mcp

# Or with uv
uvx prospector-energy-mcp

# Run directly
prospector-energy-mcp

Configuration

Environment VariableDescriptionDefault
PROSPECTOR_API_URLAPI base URLhttps://prospector-platform-production.up.railway.app
PROSPECTOR_API_KEYAPI key for authenticated accessNone (free tier)

Example Queries

Once connected, ask your AI agent:

  • "How many solar projects are in the ERCOT queue?"
  • "Calculate tax credits for a 2MW solar project in West Virginia"
  • "Find investable ITC deals in New Jersey with credit rates above 50%"
  • "Tell me about developer NextEra Energy's track record"
  • "What's the average LMP in PJM this week?"
  • "Find battery storage projects over 100MW in California"

Development

# Clone and install in dev mode
cd mcp-server
python3.12 -m venv .venv
source .venv/bin/activate
pip install -e .

# Run with stdio transport (default)
python -m prospector_energy

# Run with SSE transport
python -m prospector_energy --sse

# Test with MCP inspector
npx @modelcontextprotocol/inspector python -m prospector_energy

Server Config

{
  "mcpServers": {
    "prospector-energy": {
      "command": "uvx",
      "args": [
        "prospector-energy-mcp"
      ]
    }
  }
}
Recommend Servers
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Tavily Mcp
ChatWiseThe second fastest AI chatbot™
Serper MCP ServerA Serper MCP Server
RedisA Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
Howtocook Mcp基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server,帮你推荐菜谱、规划膳食,解决“今天吃什么“的世纪难题; Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
DeepChatYour AI Partner on Desktop
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
Amap Maps高德地图官方 MCP Server
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
Y GuiA web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
Playwright McpPlaywright MCP server
Baidu Map百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
WindsurfThe new purpose-built IDE to harness magic
CursorThe AI Code Editor
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.