MCP & AI Agent Integration

Coassemble
automation.

16 AI agent actions for Coassemble — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Coassemble to automate business processes and connect tools in your stack. 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
16
actions
100%
governed
<200ms
latency
16
AI agent actions
7
Read operations
9
Write operations
2
High-risk actions (approval gated)
Business Tools Coassemble is a Business Tools integration — use it to automate business operations and workflow automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Coassemble.

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
coassemble:get_course
Fetch a single course by ID with details and enrollment information.
Read Low risk
Get Course Progress
coassemble:get_course_progress
Get progress statistics for a course, optionally for a specific user.
Read Low risk
Get Enrollment
coassemble:get_enrollment
Fetch a single enrollment by ID with progress and completion details.
Read Low risk
Get User
coassemble:get_user
Fetch a single user by ID with profile and enrollment information.
Read Low risk
List Courses
coassemble:list_courses
List courses with optional filtering and pagination.
Read Low risk
List Enrollments
coassemble:list_enrollments
List enrollments with optional filtering and pagination.
Read Low risk
List Users
coassemble:list_users
List users with optional filtering and pagination.
Read Low risk
Bulk Enroll Users
coassemble:bulk_enroll_users
Enroll multiple users in a course at once.
Write Medium risk
Create Course
coassemble:create_course
Create a new course in Coassemble.
Write Medium risk
Create Enrollment
coassemble:create_enrollment
Enroll a user in a course.
Write Medium risk
Create User
coassemble:create_user
Create a new user in Coassemble.
Write Medium risk
Delete Course
coassemble:delete_course
Permanently delete a course from Coassemble.
Write High risk
Delete Enrollment
coassemble:delete_enrollment
Remove a user's enrollment from a course.
Write High risk
Update Course
coassemble:update_course
Update an existing course in Coassemble.
Write Medium risk
Update Enrollment
coassemble:update_enrollment
Update an existing enrollment.
Write Medium risk
Update User
coassemble:update_user
Update an existing user in Coassemble.
Write Medium risk
MCP & Runtime API

Call Coassemble
from any AI agent.

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

coassemble: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": "coassemble:get_course",
    "args": {},
    "execution_id": "agent-001"
  }'
coassemble:bulk_enroll_users 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": "coassemble:bulk_enroll_users",
    "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 Coassemble.

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 Coassemble data
Call coassemble: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 Coassemble
Dry-run validates coassemble:bulk_enroll_users before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Coassemble
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Coassemble action
governed end-to-end.

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

Coassemble works best
alongside these.

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

Coassemble integration

Start free.
No credit card required.

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

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