FastMCP 3.0 is a framework for building smarter AI context apps, not just tool servers. Pull tools and data from anywhere, reshape them, control access, track state, and run long tasks — with hot reload, versioning, and observability built in for production use.
FastMCP 3.0 Customers
Check out who's using FastMCP 3.0 to bring their ideas to life.
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FireSEO MCPConnect Claude or Cursor to audit SEO and suggest changes
We chose FastMCP because it treats MCP servers like FastAPI applications.
Decorator-based DX: Instead of writing verbose class-based boilerplate, we just use @mcp.tool(). It feels exactly like writing a FastAPI route.
Pydantic Native: Since we heavily use Pydantic for data validation (SERP results, GSC data), FastMCP's native integration saved us hours of conversion work.
Built-in Image Support: FastMCP makes it incredibly easy to return multimodal responses (images + text), which is crucial for our "Site Health Check" features that visualize data.
SSE out-of-the-box: Connecting to Claude Desktop requires a robust Server-Sent Events implementation. FastMCP handles the handshake, keep-alive, and transport details automatically.
It's the "FastAPI moment" for the MCP ecosystem.


