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Show HN: AI-powered web service combining FastAPI, Pydantic-AI, and MCP servers

Show HN: AI-powered web service combining FastAPI, Pydantic-AI, and MCP servers

4 comments

·September 14, 2025

Hey all! I recently gave a workshop talk at PyCon Greece 2025 about building production-ready agent systems.

To check the workshop, I put together a demo repo: (I will add the slides too soon in my blog: https://www.petrostechchronicles.com/) https://github.com/Aherontas/Pycon_Greece_2025_Presentation_...

The idea was to show how multiple AI agents can collaborate using FastAPI + Pydantic-AI, with protocols like MCP (Model Context Protocol) and A2A (Agent-to-Agent) for safe communication and orchestration.

Features:

- Multiple agents running in containers

- MCP servers (Brave search, GitHub, filesystem, etc.) as tools

- A2A communication between services

- Minimal UI for experimentation for Tech Trend - repo analysis

I built this repo because most agent frameworks look great in isolated demos, but fall apart when you try to glue agents together into a real application. My goal was to help people experiment with these patterns and move closer to real-world use cases.

It’s not production-grade, but would love feedback, criticism, or war stories from anyone who’s tried building actual multi-agent systems. Big questions:

Do you think agent-to-agent protocols like MCP/A2A will stick?

Or will the future be mostly single powerful LLMs with plugin stacks?

Thanks — excited to hear what the HN crowd thinks!

Visit

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simple10

Looks interesting! Thanks for posting it.

Would be great if you can add the slides or video of the presentation to the repo. Maybe also add a description and update the summary at the top?

It seems like the project is a multi-agent playground & demo to learn how to make AI agents work together?

dcreater

Can't really grasp much from the repo, the slides are needed

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