MCP & AI Agent Integration

Knorish
automation.

14 AI agent actions for Knorish — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Knorish 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
14
actions
100%
governed
<200ms
latency
14
AI agent actions
8
Read operations
6
Write operations
0
High-risk actions (approval gated)
Customer Support Knorish 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 Knorish.

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
knorish:get_course
Fetch a single course by ID with details, pricing, and enrollment info.
Read Low risk
Get Enrollment
knorish:get_enrollment
Fetch a single enrollment by ID with progress and completion details.
Read Low risk
Get Lesson
knorish:get_lesson
Fetch a single lesson by ID with content details and completion tracking.
Read Low risk
Get Student
knorish:get_student
Fetch a single student by ID with profile and enrollment details.
Read Low risk
List Courses
knorish:list_courses
List courses with optional filtering and pagination.
Read Low risk
List Enrollments
knorish:list_enrollments
List enrollments with optional filtering and pagination.
Read Low risk
List Lessons
knorish:list_lessons
List lessons for a specific course with optional filtering.
Read Low risk
List Students
knorish:list_students
List students with optional filtering and pagination.
Read Low risk
Create Course
knorish:create_course
Create a new course in Knorish.
Write Medium risk
Create Enrollment
knorish:create_enrollment
Enroll a student in a course. Creates student if they don't exist.
Write Medium risk
Issue Certificate
knorish:issue_certificate
Issue a completion certificate for a student's enrollment.
Write Medium risk
Send Course Email
knorish:send_course_email
Send an email to students enrolled in a specific course.
Write Medium risk
Update Course
knorish:update_course
Update an existing course in Knorish.
Write Medium risk
Update Enrollment
knorish:update_enrollment
Update an existing enrollment status, payment, or progress.
Write Medium risk
MCP & Runtime API

Call Knorish
from any AI agent.

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

knorish: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": "knorish:get_course",
    "args": {},
    "execution_id": "agent-001"
  }'
knorish:create_course 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": "knorish:create_course",
    "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 Knorish.

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 Knorish data
Call knorish: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 Knorish
Dry-run validates knorish:create_course 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 Knorish action
governed end-to-end.

Cerebral OS isn't a connector. It's the execution layer that sits in front of Knorish — 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 Knorish action before it touches production. See exactly what would happen before a single real call is made.
Immutable audit trail
Every Knorish action is logged — what ran, what changed, who approved it, when it happened. Full history on every verb, forever.
Connect with

Knorish works best
alongside these.

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

Knorish integration

Start free.
No credit card required.

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

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