FL Learning

API + MCP

Open for developers. Natural for agents.

The interface is one client of the domain. Important capabilities have stable, auditable and automatable contracts.

Versioned HTTP API

Consistent response envelopes, shared schemas and idempotency keys on sensitive creations.

MCP server

Authorized agent clients can inspect schools, courses and metrics without duplicating business logic.

Events and webhooks

Important mutations emit business events ready for your workflows.

Bounded access

API and MCP credentials are hashed, school-scoped, explicitly permissioned and revocable.

Let's build your integration.

The foundation welcomes internal tools without compromising the main experience.

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