FlowMCP

✦ FlowMCP v4.2 — Grading as a Versioned Standard · Read the announcement

Schema-driven data access
for AI agents.

FlowMCP is a schema format that standardises how AI agents reach any data source: write the connection once, reuse it everywhere. Each schema is normalised to one uniform interface — and kept separate from its grading and security tests — so hundreds of sources look alike to the model and stay cheap to maintain.

291 data sources · 1,608 AI-callable tools · AI-native, built for deep research.

Read the Docs → Ask FlowMCP GPT

Open source · MIT · GitHub-native · No vendor lock-in

Used at Berlin Mobility Hackathon 2026 · DB InfraGO

Connects to

• { } JSON
• 〈/〉 XML
• 🗃 SQLite
• 🚇 GTFS
• 🏛️ OParl
• ⊞ CSV

291

Data sources

1,608

AI-callable tools

MIT

Open source license