MCP Server Development Framework

@mlzoo

Repository

Basic information

About MCP Server Development Framework

这是一个专为开发企业级MCP server而设计的通用开发框架

MCP Server Development Framework config

No standard config provided

This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.

Repository

MCP Server Development Framework tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is MCP Server Development Framework?

A professional framework for enterprise-level Model Context Protocol (MCP) tool development, integrating FastAPI and FastAPI-MCP to automate converting traditional APIs into AI-callable MCP tools.

How to use MCP Server Development Framework?

Use uv as package manager; run make install to set up the environment and make dev to start the example service. Connect to the MCP endpoint at http://localhost:5000/mcp with an MCP client.

Key features of MCP Server Development Framework

Automatically converts FastAPI endpoints into MCP tools
Supports interface-implementation separation for testing and environment switching
Leverages FastAPI’s dependency injection for flexible component decoupling
Provides complete development pipeline from development to deployment
Includes example-driven documentation and multi-level testing support

Use cases of MCP Server Development Framework

Teams building AI tools that need to expose existing APIs as MCP endpoints
Developers transforming FastAPI-based APIs into standardized AI-callable tools
Organizations adopting a standardized, interface‑based microservice architecture

Frequently asked questions

What runtime does it require?

Python 3.10 or later, with FastAPI and FastAPI-MCP as core dependencies. The framework uses `uv` for package management.

How does dependency injection work in this framework?

FastAPI’s `Depends` function injects service implementations into API endpoints. It supports function, class, and nested dependencies, enabling environment-based switching between mock and real implementations.

Can I use existing FastAPI endpoints without modification?

Yes. FastAPI-MCP automatically exposes any FastAPI endpoint as an MCP tool. You only need to mount the MCP service via `mcp.mount(mount_path="/mcp")` and optionally set an explicit `operation_id`.

Where can I find example code and best practices?

The README provides a full service interface example, dependency injection configurations, and recommended MCP tool naming conventions (e.g., `predict_sentiment`, `find_nearby_parking`).

Comments

More Developer Tools MCP servers

offprompt

MCP server that lets Claude Code, Cursor or Codex ask you for API keys on a local page and write them to .env. The agent only ever sees key names.

Official Porkbun MCP Server

Porkbun LLC

Official Porkbun MCP server, maintained by Porkbun. Check domain availability and pricing, register, renew and transfer domains, and manage DNS records, nameservers, URL forwarding, glue records, DNSSEC and domain contac

LocalCan

Gives AI agents public URLs (tunnels) for localhost, live HTTP traffic inspection, snapshot publishing, and access control. Part of LocalCan, the ngrok alternative for Mac, Windows and Linux. Free plan.

Termany

thinkany-ai

Agent-Native Terminal

174

SSH MCP Server

hypnosis

SSH MCP server for AI agents: remote commands, file transfer, log search and server audits through OpenSSH.