Agent Platform
Your product or AI agent calls course generation, AI tutoring, and grading through REST endpoints and an MCP server.
Agent Platform docsTutorFlow for developers
Ship the features your hands-on education programs need through one API
Add course generation, AI tutoring, automated grading, and more to your product with REST APIs and an MCP server.
https://tutorflow.io/resources
Agent Platform for your product or AI agent, Content API for your classroom content
TutorFlow offers two public APIs, each with its own keys. Choose by what your system needs to do.
Content API
Use the Content API to create and update courses, videos, slides, and other materials in your TutorFlow classrooms. Receive a webhook when the work finishes.
Content API docs<50ms
p50 API latency
99.9%
Monthly uptime SLA
1 line
MCP server config
The foundation for education features, delivered as an API
Building education features takes more than a content editor. Use TutorFlow APIs for course data, AI tutoring, grading, and other shared infrastructure so your team can focus on your product.
- Building and maintaining AI grading logic
- Re-tuning prompts every time models update
- Designing course and classroom data models from scratch
- Time spent on usage accounting instead of product work
Add education features to your product faster
Add course generation, AI tutoring, automated grading, and more to your product with REST APIs and an MCP server.
Manage every education primitive through one API
Create courses, slides, quizzes, and other teaching materials through an API. Consistent schemas and typed payloads help you integrate them into your product.
Start agent integrations fast with the MCP server
Connect the MCP server and Claude, ChatGPT, or your in-house agents can call TutorFlow tools without writing any HTTP integration code.
Billed on API usage, not on seats
Every endpoint is metered in credits, with 1 credit equal to $0.01 USD. No annual minimums and no token math, so usage stays easy to predict and manage.
Route across AI models without code changes
Route across Claude, GPT, Gemini, and select open models without code changes. TutorFlow handles model fallback, caching, and retries.
Drops naturally into white-label products
Keep your existing brand, domain, and auth flow. TutorFlow returns JSON instead of widgets or iframes, so you can build it into your own UI freely.
Logs and cost visibility for production
Per-call traces, cost attribution per workspace, and webhook events for async jobs, so you can track operational health and spend.
Use the core education modules as APIs
Create courses, slides, quizzes, and other teaching materials through an API. Consistent schemas and typed payloads help you integrate them into your product.
Create hands-on online courses with AI.
Design interactive courses faster, from live coding activities to AI tutors powered by multiple models. Build practical courses that are easy to run and scale.
api.tutorflow.io/v1/content/classrooms/{id}/courses
Generate a course with one POST request
No SDK required, just JSON over HTTP. Every endpoint returns a consistent schema, so you can test fast and integrate with confidence.
POST /v1/content/classrooms/{id}/courses/generate
curl -X POST https://api.tutorflow.io/v1/content/classrooms/$CLASSROOM_ID/courses/generate \
-H "Authorization: Bearer tf_content_..." \
-H "Content-Type: application/json" \
-d '{ "topic": "Beginner Python", "lessonCount": 5 }'Go from API key to first generated course quickly
- 1
Get your API key
Create an account, set up a workspace, and test the API with 1,000 free credits.
- 2
Make your first call
Generate a course from a prompt with one POST request, or connect the MCP server so your agents can call TutorFlow tools.
- 3
Ship to production
Switch to live keys, set rate limits, and monitor request status and usage from the dashboard.
Education products you can build with the TutorFlow API
White-label course platforms
Use TutorFlow as the education backend to build a fully branded LMS with course creation, enrollment, and grading.
AI tutors embedded in SaaS products
Add a domain-aware AI tutor to your product without managing prompts, context, or model fallback yourself.
Automated assessment systems
Score open-ended responses, code assignments, and quiz answers against a rubric, with feedback and audit logs kept alongside.
LMS plugins and extensions
Wire TutorFlow features into Canvas, Moodle, or in-house education tools via REST or LTI 1.3.
Developer FAQ
Integrate education features fast and focus on building your product
The free plan includes 1,000 credits, the main endpoints, and the MCP server to test with. Get an API key without a credit card and start integrating right away.
No credit card required