# NREL Energy Data MCP for AI Agents AI Agent Connect

> NREL Energy Data MCP lets you pull real-time renewable energy stats and fuel infrastructure data directly into your AI agent. It connects to the National Renewable Energy Laboratory API so you can find charging stations, estimate solar output, and check utility rates without leaving your chat interface.

## Overview
- **Category:** the-unthinkable
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_Na9bgA4nwhnalZcInCroU3LuW93H99ceWQeFcc60/ai-agent-connect
- **Tags:** renewable-energy, solar-power, fuel-stations, sustainability, energy-efficiency

## Description

Most energy researchers and consultants spend far too much time jumping between government portals, downloading PDFs, and copy-pasting solar radiation values into spreadsheets. It is a tedious cycle of tab-switching and manual data entry that makes it hard to actually analyze the information you need. This Connector changes that flow by letting your agent do the heavy lifting. Instead of hunting through static maps or searching for specific energy incentives, you just ask your agent to find the nearest hydrogen station or check the solar potential for a specific coordinate. It pulls the raw data from the NREL database and gives you the answers you actually need for your reports or site planning. If you're looking for a reliable way to handle this, Vinkius makes it easy to connect this data source to your existing workflow. You get to stop being a data wrangler and start being a decision maker. Whether you're mapping out a fleet's charging needs or drafting a sustainability report, the data is there when you ask for it. It handles the heavy lifting of API requests and data parsing so you can focus on the analysis. You get clean data for your report without the manual headache.

## Tools

### get_solar_data_query
Check if specific solar datasets are available in the NREL database. This helps you verify what data is ready for analysis before you start.

### get_solar_resource
Retrieve solar radiation data like GHI and DNI for specific locations. This provides the raw numbers needed for accurate solar modeling.

### get_station_details
Fetch complete metadata and specific details for an energy station using its ID. This gives you a deep look at the specifics of a single site.

### get_utility_companies
Identify which utility companies provide service to a specific area. This is a quick way to map out the local energy landscape.

### get_utility_rates
Get average residential and industrial electricity rates for a location. You can use this to provide accurate cost estimates to clients.

### list_alt_fuel_stations
List all alternative fuel stations available in the database. This is great for getting a broad view of the infrastructure in a region.

### list_transportation_incentives
List federal and state incentives for alternative fuels and vehicles. Use this to find money-saving perks for your clients.

### get_geothermal_resource
Check the geothermal resource potential for any given coordinate. This is useful for assessing the viability of geothermal energy in a specific location.

### get_nearest_stations
Find the closest fuel stations based on a specific address. It helps you identify the nearest charging or alternative fuel points quickly.

### get_pvwatts_estimates
Calculate estimated solar energy production based on system configurations. You can use this to project annual energy output for a specific site.

## Prompt Examples

**Prompt:** 
```
Find all electric vehicle charging stations in Asheville, NC.
```

**Response:** 
```
I've searched the NREL database for charging stations in Asheville, NC. Here are the primary locations:

| Station Name | Type | Access Info |
| :--- | :--- | :--- |
| Asheville City Hall | EV | Open to public |
| Whole Foods Market | EV | Parking available |
| Local Transit Hub | EV | 24/7 Access |

Would you like the specific charging levels or addresses for any of these?
```

**Prompt:** 
```
Estimate solar energy production for a 5kW system at latitude 35.6, longitude -82.5.
```

**Response:** 
```
I've run the PVWatts estimation for a 5kW system at those coordinates. Here is the breakdown:

* **Estimated Annual Production:** ~7,200 kWh
* **Peak Production Month:** July
* **Average Monthly Output:** ~600 kWh

Would you like a full monthly breakdown of the production levels?
```

**Prompt:** 
```
What are the average electricity rates for residential buildings in zip code 28801?
```

**Response:** 
```
I've retrieved the average electricity rates for zip code 28801:

* **Residential:** $0.12 per kWh
* **Commercial:** $0.10 per kWh
* **Industrial:** $0.08 per kWh

I can also identify the specific utility companies serving this area if you'd like.
```

## Capabilities

### Locate nearby fuel stations
Find the closest EV, Hydrogen, or E85 stations based on a specific address.

### Calculate solar production
Get PVWatts estimates for solar energy production based on your system configuration.

### Pull solar radiation data
Retrieve GHI and DNI radiation data for any specific geographic coordinate.

### Identify local utility rates
Get average residential and industrial electricity rates for a specific area.

### Find energy incentives
Browse federal and state laws regarding alternative fuels and energy efficiency.

### Check geothermal potential
See the geothermal resource potential for any given coordinate.

## Use Cases

### Mapping a fleet route
An EV fleet manager asks the agent to find all charging stations along a 500-mile route using list_alt_fuel_stations.

### Solar site assessment
A consultant asks for a 5kW system estimate at a specific coordinate using get_pvwatts_estimates.

### Utility cost analysis
A researcher asks for the average residential electricity rates in a specific zip code using get_utility_rates.

### Incentive research
A developer asks what federal tax credits are available for hydrogen vehicles using list_transportation_incentives.

## Benefits

- Stop manual searching for EV and hydrogen stations by using get_nearest_stations to find locations instantly.
- Get precise solar production numbers for any site using get_pvwatts_estimates to skip the manual math.
- Access real-time utility rates with get_utility_rates to give your clients accurate energy cost projections.
- Identify local power providers quickly using get_utility_companies to understand the local energy landscape.
- Find state and federal green energy perks using list_transportation_incentives to help your clients save money.
- Gather geothermal and solar radiation data with get_geothermal_resource and get_solar_resource for deep environmental analysis.

## How It Works

The bottom line is you get instant access to national renewable energy data without manual searching.

1. Subscribe to the NREL Energy Data MCP on Vinkius.
2. Add your NREL Developer API Key to your configuration.
3. Ask your agent to pull solar estimates or find fuel stations.

## Frequently Asked Questions

**Can the NREL Energy Data MCP find EV charging stations?**
Yes, it can list all stations in the database or find the ones closest to a specific address you provide. This makes it easy to map out charging infrastructure for routes or site planning.

**How do I get solar production estimates with NREL Energy Data MCP?**
You can ask your agent to run a PVWatts estimation for any coordinate and system size. It will give you an estimate of the annual and monthly energy production for that specific site.

**Can it help me find government incentives for green energy?**
Yes, it can list federal and state laws and incentives for alternative fuels and energy-efficient vehicles. This helps you quickly identify available perks for your projects.

**Does the NREL Energy Data MCP show local utility companies?**
Yes, it can identify which utility companies serve a specific area. It also provides the average electricity rates for residential, commercial, and industrial use in those locations.

**Is there a way to check geothermal potential with NREL Energy Data MCP?**
You can check the geothermal resource potential for any coordinate. This is a great way to see if a location is viable for geothermal energy development.

**How do I get started with the NREL Energy Data MCP?**
You just need to subscribe to the Connector, add your NREL Developer API Key to your configuration, and then start asking your agent for renewable energy data.

**Is the NREL API Key free?**
Yes! You can sign up for a free API key at https://developer.nrel.gov/signup/. Standard limits apply (1,000 requests per hour).

**What is PVWatts used for?**
PVWatts estimates the energy production and cost of energy of grid-connected photovoltaic (PV) energy systems throughout the world.

**Can I search for EV charging stations?**
Yes! EV charging stations are included in the Alternative Fuel Stations dataset. Use the `get_nearest_stations` tool to find them near a specific location.