Build MCP Servers from
What You Want to Do
Describe your use case prompts. Get purpose-built servers
Why give your AI a Swiss Army knife with 300 tools when it just needs a screwdriver?
HOW IT WORKS
From Prompts to Production in 3 Phases
Stop wrestling with hundreds of generic tools. Start with what you actually need. Get purpose-built MCP servers in minutes.
From prompts to precise endpoints
Describe what you want to do in plain English. AutoMCP analyzes your prompts against the OpenAPI spec, identifies the exact endpoints you need, and suggests a streamlined configuration—reducing 300+ endpoints down to just the ones you'll actually use.
- Natural language understanding of your use cases
- 80-95% reduction in API surface area
- Confidence scores for each suggested endpoint
- Human-editable configuration output
Example command:
automcp analyze github.json --prompts "Get my PRs, Check PR status"
Ready to build your purpose-built MCP server?
Join the BetaFEATURES
Prompt-driven. Purpose-built.
Start with what you want to do. Get servers built for that exact purpose.
Prompt-Driven Design
Describe what you want to do in plain English. Our AI analyzes your prompts to understand the purpose, then creates a focused server for that exact use case.
From prompts to purpose: 98% reduction
Your prompts reveal what you actually need. We filter 300+ endpoints down to just several that serve your purpose. Your AI works better with focused tools.
Each use case gets its own server
Different prompts reveal different purposes. Deploy separate servers for PR reviews, billing queries, or admin tools. Each purpose-built for its specific job.
You're in control
Review AI suggestions, adjust tool names, add or remove endpoints. Export configs for version control.
Minimal surface, maximum security
Smaller attack surface by design. Built-in auth, rate limiting, and separate read/write servers.
Idea to deployment in under an hour
Define prompts, review suggestions, deploy. Most teams ship their first server before lunch.
Purpose-built pricing
Multiple servers included free. Beta users get special benefits. Details coming soon.
Integrated debugging & monitoring
Request inspection, performance metrics, and error tracking. Debug production issues without the headache.
From prototype to enterprise
Start with a hobby project, scale to millions. Same API, same developer experience. Enterprise-grade reliability when you need it.
Ready to ship your MCP server?
Join thousands of developers using AutoMCP to deploy production-ready MCP servers without the complexity.