# FastMCP Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/fastmcp
> Markdown URL: https://aitinkerers.org/technologies/fastmcp.md
> Technology record last updated: 2026-02-25T15:18:04Z
> Generated: 2026-10-23T10:55:11Z

FastMCP is the production-ready Python framework for the Model Context Protocol (MCP): it connects Large Language Models (LLMs) to tools and data with minimal boilerplate.

FastMCP is the standard, production-grade Python framework for building Model Context Protocol (MCP) servers: think of MCP as the 'USB-C port for AI.' We abstract the protocol's complexity, letting developers focus on business logic. The current release, FastMCP 2.0, provides a complete toolkit: simply decorate a Python function to create a Tool or Resource. This framework includes enterprise-grade features like authentication (Google, GitHub, Azure, Auth0), deployment tooling, and automatic OpenAPI/FastAPI generation, ensuring a fast path from concept to a secure, scalable deployment.

- Official technology site: https://gofastmcp.com/
- Public AI Tinkerers demos and talks: 9
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Operating an Agentic Homelab with Agent Guides](https://seattle.aitinkerers.org/talks/rsvp_wvjI8VfiuMM)

- Event context: AI Dev Tools Track - Seattle - July 13 — 2026-07-14 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_wvjI8VfiuMM

### [Agentic Kanban: Making AI workflows behave like real teams](https://dublin.aitinkerers.org/talks/rsvp_p1H2f1yO4iM)

- Event context: AI Tinkerers Dublin Meetup — Baseline, April 9, 2026 — 2026-04-09 — Dublin
- Public talk page: https://dublin.aitinkerers.org/talks/rsvp_p1H2f1yO4iM

### [Dual-Agent MCP Development: Builder and Tester in the Same Conversation](https://seattle.aitinkerers.org/talks/rsvp_bimDZosu2Us)

- Event context: AI Tinkerers Seattle Meetup: Dev Tools Track — January 12th, 2026 — 2026-01-13 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_bimDZosu2Us

### [Agentic context Engineering & memory](https://dhaka.aitinkerers.org/talks/rsvp_kuQ3HinsBdc)

- Event context: AI Tinkerers Dhaka Inaugural Meetup - Dhaka Builds with AI — 2025-11-01 — Dhaka
- Public talk page: https://dhaka.aitinkerers.org/talks/rsvp_kuQ3HinsBdc

### [Healthcare Agents](https://nashville.aitinkerers.org/talks/rsvp_XZW4s8Lqt1A)

- Event context: AI Tinkerers Nashville – October 28th, 2025 — 2025-10-28 — Nashville
- Public talk page: https://nashville.aitinkerers.org/talks/rsvp_XZW4s8Lqt1A

### [Making MCPs Go Zoom Zoom Zoom: Learnings from Optimizing MCP Runtime](https://sf.aitinkerers.org/talks/rsvp_aQsFqXfKmw0)

- Event context: Protocol Demo Night at WorkOS (MCP, A2A, AG-UI) — 2025-10-10 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_aQsFqXfKmw0

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