MCP & AI Agent Integration

Gpt Trainer
automation.

13 AI agent actions for Gpt Trainer — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Gpt Trainer 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
13
actions
100%
governed
<200ms
latency
13
AI agent actions
6
Read operations
7
Write operations
2
High-risk actions (approval gated)
Customer Support Gpt Trainer 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 Gpt Trainer.

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 Chatbot
gpt_trainer:get_chatbot
Fetch a single chatbot by ID with configuration and training status.
Read Low risk
Get Conversation
gpt_trainer:get_conversation
Fetch a single conversation with its message history.
Read Low risk
Get Document
gpt_trainer:get_document
Fetch a single training document by ID with content and processing status.
Read Low risk
List Chatbots
gpt_trainer:list_chatbots
List all chatbots with optional filtering and pagination.
Read Low risk
List Conversations
gpt_trainer:list_conversations
List conversations with optional filtering and pagination.
Read Low risk
List Documents
gpt_trainer:list_documents
List training documents with optional filtering and pagination.
Read Low risk
Chat With Bot
gpt_trainer:chat_with_bot
Send a message to a trained chatbot and get a response.
Write Medium risk
Create Chatbot
gpt_trainer:create_chatbot
Create a new chatbot with specified configuration.
Write Medium risk
Create Document
gpt_trainer:create_document
Add a new training document to a chatbot from text content or URL.
Write Medium risk
Delete Chatbot
gpt_trainer:delete_chatbot
Permanently delete a chatbot and all its training data. THIS CANNOT BE UNDONE.
Write High risk
Delete Document
gpt_trainer:delete_document
Permanently delete a training document. THIS CANNOT BE UNDONE.
Write High risk
Train Chatbot
gpt_trainer:train_chatbot
Start training a chatbot on its uploaded documents.
Write Medium risk
Update Chatbot
gpt_trainer:update_chatbot
Update an existing chatbot's configuration and settings.
Write Medium risk
MCP & Runtime API

Call Gpt Trainer
from any AI agent.

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

gpt_trainer:get_chatbot READ
# Call via Runtime API
curl
-X POST \
  "https://api.cerebralos.com/v1/runtime/actions/run"
  -H "X-API-Key: YOUR_KEY" \
  -d '{
    "verb": "gpt_trainer:get_chatbot",
    "args": {},
    "execution_id": "agent-001"
  }'
gpt_trainer:chat_with_bot 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": "gpt_trainer:chat_with_bot",
    "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 Gpt Trainer.

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 Gpt Trainer data
Call gpt_trainer:get_chatbot 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 Gpt Trainer
Dry-run validates gpt_trainer:chat_with_bot 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 Gpt Trainer action
governed end-to-end.

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

Gpt Trainer works best
alongside these.

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

Gpt Trainer integration

Start free.
No credit card required.

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

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