battery-mcp

battery-mcp

Enables LLMs to verify the novelty and validity of invented battery materials, with support for searching and validating against a materials database.

Category
Visit Server

README

Material Project MCP Server

A Model Context Protocol server that provides materials validation capabilities. This server enables LLMs to verify invented materials are novel and valid or not. We currently support cathode battery materials.

<div align="center"> <img src="./assets/image.png" alt="Image" width="50%"> </div>

[!CAUTION] This server can access local/internal IP addresses and may represent a security risk. Exercise caution when using this MCP server to ensure this does not expose any sensitive data.

Available Tools

search_material

Searches and returns relevant battery materials from the database.

Parameters:

  • formula (string, required): Formula query for battery materials (e.g., "LiCoO2")
  • n (integer, optional): Number of results to return (default: 5, min: 1, max: 100)

verify_input_material

Validates whether a material exists in the database.

Parameters:

  • original_material (string, required): Material formula to validate (e.g., "LiFePO4")

battery_material_validation

Parses and validates battery materials from a query, comparing them against a reference material.

Parameters:

  • original_material (string, required): Reference battery material (e.g., "LiCoO2")
  • query (string, required): Comma-separated list of proposed materials (e.g., "Li2B4O7, Li1.06Ti2O4")

Installation

This MCP server requires API key from materials project, you can get api key and use it with env variable MP_API_KEY

export MP_API_KEY=

Using uv (recommended)

When using uv no specific installation is needed. We will use uvx to directly run battery-mcp.

Using PIP

Alternatively you can install battery-mcp via pip:

pip install battery-mcp

After installation, you can run it as a script using:

python -m battery_mcp

Running with streamable-http

You can also deploy mcp as http server with streamable-http transport protocol

python -m battery_mcp --transport http --http-host 0.0.0.0 --http-port 8080

or using uvx

uvx battery-mcp --transport http --http-host 0.0.0.0 --http-port 8080

Configuration

Configure for Claude.app

Add to your Claude settings:

<details> <summary>Using uvx</summary>

{
  "mcpServers": {
    "fetch": {
      "command": "uvx",
      "args": ["battery-mcp"]
    }
  }
}

</details>

<details> <summary>Using pip installation</summary>

{
  "mcpServers": {
    "fetch": {
      "command": "python",
      "args": ["-m", "battery-mcp"]
    }
  }
}

</details>

License

battery-mcp is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

Recommended Servers

playwright-mcp

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official
Featured
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Official
Featured
Local
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

Official
Featured
Local
TypeScript
VeyraX MCP

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official
Featured
Local
graphlit-mcp-server

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official
Featured
TypeScript
Kagi MCP Server

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official
Featured
Python
E2B

E2B

Using MCP to run code via e2b.

Official
Featured
Neon Database

Neon Database

MCP server for interacting with Neon Management API and databases

Official
Featured
Exa Search

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official
Featured
Qdrant Server

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official
Featured