Explore
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, ping) through FastAPI and shows how to integrate them with OpenAI's tool-calling API for LLM orchestration.
What is Explore?
Explore is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to demonstration mcp server that exposes basic arithmetic tools (add, subtract, ping) through fastapi and shows how to integrate them with openai's tool-calling api for llm orchestration.
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, ping) through FastAPI and shows how to integrate them with OpenAI's tool-calling API for LLM orchestration.
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- A demonstration MCP server that exposes basic arithmetic too
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx explore-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Explore
What is Explore?
Explore is a Model Context Protocol (MCP) server that demonstration mcp server that exposes basic arithmetic tools (add, subtract, ping) through fastapi and shows how to integrate them with openai's tool-calling api for llm orchestration. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Explore?
Follow the installation instructions on the Explore GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Explore?
Explore works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Explore free to use?
Yes, Explore is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Browse More Developer Tools MCP Servers
Explore all developer tools servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up Explore in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
Ready to use Explore?
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