MCP & AI Agent Integration

Freshlearn
automation.

17 AI agent actions for Freshlearn — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Freshlearn to resolve tickets, route conversations, and escalate edge cases without a human in the loop. Full governance, audit trail, and dry-run safety on every execution.

No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
17
actions
100%
governed
<200ms
latency
17
AI agent actions
7
Read operations
10
Write operations
2
High-risk actions (approval gated)
Customer Support Freshlearn is a Customer Support integration — use it to automate ticket management, conversations, and escalations from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Freshlearn.

Every action below is available as an MCP tool and a verb in Cerebral OS — callable from any AI agent, Claude, Cursor, Windsurf, or your own runtime via the BYOA API. All executions are governed, audited, and dry-run safe.

Get Course
freshlearn:get_course
Fetch a single course by ID with details like title, description, pricing, and enrollment info.
Read Low risk
Get Course Analytics
freshlearn:get_course_analytics
Get analytics and performance metrics for a specific course.
Read Low risk
Get Enrollment
freshlearn:get_enrollment
Fetch a single enrollment by ID with progress and completion details.
Read Low risk
Get Student
freshlearn:get_student
Fetch a single student by ID with profile and enrollment information.
Read Low risk
List Courses
freshlearn:list_courses
List courses with optional filtering and pagination.
Read Low risk
List Enrollments
freshlearn:list_enrollments
List enrollments with optional filtering and pagination.
Read Low risk
List Students
freshlearn:list_students
List students with optional filtering and pagination.
Read Low risk
Cancel Enrollment
freshlearn:cancel_enrollment
Cancel a student's enrollment in a course. This will revoke access to the course.
Write High risk
Create Course
freshlearn:create_course
Create a new course in Freshlearn.
Write Medium risk
Create Enrollment
freshlearn:create_enrollment
Enroll a student in a course.
Write Medium risk
Create Student
freshlearn:create_student
Create a new student in Freshlearn.
Write Medium risk
Delete Course
freshlearn:delete_course
Delete a course from Freshlearn. This action cannot be undone.
Write High risk
Issue Certificate
freshlearn:issue_certificate
Issue a completion certificate for a student's enrollment.
Write Medium risk
Send Course Announcement
freshlearn:send_course_announcement
Send an announcement to students enrolled in a specific course.
Write Medium risk
Update Course
freshlearn:update_course
Update an existing course in Freshlearn.
Write Medium risk
Update Enrollment
freshlearn:update_enrollment
Update an existing enrollment in Freshlearn.
Write Medium risk
Update Student
freshlearn:update_student
Update an existing student in Freshlearn.
Write Medium risk
MCP & Runtime API

Call Freshlearn
from any AI agent.

Any AI agent — Claude, Cursor, LangChain, AutoGen, or your own — can call Freshlearn actions through the Cerebral OS Runtime API. Governance, credentials, and audit trail fire automatically.

freshlearn:get_course READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "freshlearn:get_course",
    "args": {},
    "execution_id": "agent-001"
  }'
freshlearn:cancel_enrollment WRITE
# Dry-run first — no production risk
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "freshlearn:cancel_enrollment",
    "args": {},
    "execution_id": "agent-001",
    "metadata": {"dryRun": true}
  }'
Get your Runtime API key at app.cerebralos.com/signup — 1,000 free executions, no credit card required.
AI agent examples

What your AI agent
can do with Freshlearn.

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
AI agent needs Freshlearn data
Call freshlearn:get_course via MCP or Runtime API
AI processes result and takes next action
Full execution logged to audit trail automatically
Trigger
Workflow needs to write to Freshlearn
Dry-run validates freshlearn:cancel_enrollment before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Support ticket created
Classify with AI
Auto-resolve or escalate
Notify team with full context
How it works

Every Freshlearn action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Freshlearn — adding governance, dry-run safety, and a full audit trail to every operation.

Governance first
Every verb carries a risk classification. High-risk writes require explicit approval gates before they execute in production.
Dry-run safe
Simulate any Freshlearn action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Freshlearn action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Freshlearn works best
alongside these.

Build multi-step workflows that connect Freshlearn to the rest of your stack. All governed. All audited.

Freshlearn integration

Start free.
No credit card required.

Start free with 1,000 runs — no credit card required. Connect Freshlearn in minutes, dry-run every action before it touches production, full audit trail on everything.

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