One API, every learning primitive
Courses, lessons, slides, quizzes, code labs, and AI tutors. All available as composable REST endpoints with strict typing and official SDKs.
For Developers
Ship education features without rebuilding the stack
TutorFlow Agent Platform exposes course generation, AI tutoring, and grading as clean REST endpoints and a drop-in MCP server. Add a fully featured education layer to your product in days, not quarters.
api.tutorflow.io/v1/courses
<50ms
p50 API latency
99.9%
Monthly uptime SLA
1 line
MCP server config
Building education features is harder than it looks
Course modeling, prompt orchestration, AI tutor guardrails, grading rubrics, content moderation, and billing. Every team rebuilds the same stack. We did the boring parts so yours can ship.
- 3 to 6 months building the AI grading loop
- Prompt drift across model upgrades
- Reinventing classroom data models
- Token math instead of feature delivery
Why developers choose TutorFlow
Composable primitives, predictable pricing, and zero-boilerplate agent integration.
MCP-ready from day one
A drop-in MCP server lets Claude, ChatGPT, or your in-house agents call TutorFlow tools without writing a single line of HTTP boilerplate.
Pay per call, not per seat
Every endpoint is metered in credits where 1 credit equals $0.01 USD. No annual minimums, no token math, no surprise overages.
Multi-model under the hood
Route between Claude, GPT, Gemini, and select open models without code changes. We handle fallback, caching, and retries.
Built for white-label
Bring your own brand, domain, and auth. Endpoints return clean JSON, never widgets or iframes.
Production-grade observability
Per-call traces, cost attribution per workspace, and webhook events for every async job.
Every primitive, one platform
Course generation, video, slides, and AI tools. The same building blocks behind tutorflow.io, exposed as composable APIs you can call from anywhere.
Create hands-on online courses with AI.
Design interactive courses faster — from live coding activities to AI tutors powered by multiple models. Build practical courses that are easy to run and scale.
api.tutorflow.io/v1/courses
Generate a course with one POST
No SDK required. Every endpoint speaks JSON and returns a deterministic schema.
POST /v1/courses
curl https://api.tutorflow.io/v1/courses \
-H "Authorization: Bearer $TUTORFLOW_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"prompt": "A 4-week intro to Python for absolute beginners",
"audience": "high-school",
"include": ["slides", "quizzes", "code_labs"]
}'From signup to first generated course in 5 minutes
- 1
Get your API key
Sign up, create a workspace, and your first 1,000 credits are on us.
- 2
Make your first call
Generate a full course from one prompt with a single POST request, or wire up the MCP server in 30 seconds.
- 3
Ship to production
Promote to live keys, set rate limits, and monitor every call from the dashboard.
What developers are building on TutorFlow
White-label course platforms
Spin up a fully branded LMS with course creation, enrollment, and grading powered by TutorFlow under the hood.
AI tutoring inside SaaS apps
Add a domain-trained tutor to your product without managing prompts, context, or model failover.
Automated assessment systems
Generate, grade, and rubric-score open-ended responses with audit-ready feedback.
LMS plugins and extensions
Wrap TutorFlow features into Canvas, Moodle, or in-house tooling via REST or LTI 1.3.
Developer FAQ
Build the education product you wish existed
The free tier includes 1,000 credits, every endpoint, and the MCP server. No credit card required.
No credit card required