MCP & AI Agent Integration

Thoughtful Gpt
automation.

11 AI agent actions for Thoughtful Gpt — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Thoughtful Gpt 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
11
actions
100%
governed
<200ms
latency
11
AI agent actions
6
Read operations
5
Write operations
1
High-risk actions (approval gated)
Customer Support Thoughtful Gpt 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 Thoughtful Gpt.

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 Conversation
thoughtful_gpt:get_conversation
Fetch a single conversation by ID with all messages and metadata.
Read Low risk
Get Message
thoughtful_gpt:get_message
Fetch a specific message from a conversation by ID.
Read Low risk
Get Model
thoughtful_gpt:get_model
Get detailed information about a specific AI model.
Read Low risk
List Conversations
thoughtful_gpt:list_conversations
List conversations with optional filtering and pagination.
Read Low risk
List Messages
thoughtful_gpt:list_messages
List messages from a conversation with optional filtering and pagination.
Read Low risk
List Models
thoughtful_gpt:list_models
List available AI models with optional filtering.
Read Low risk
Create Conversation
thoughtful_gpt:create_conversation
Create a new conversation with optional initial message and configuration.
Write Medium risk
Delete Conversation
thoughtful_gpt:delete_conversation
Permanently delete a conversation and all its messages.
Write High risk
Generate Completion
thoughtful_gpt:generate_completion
Generate a text completion for a given prompt without conversation context.
Write Medium risk
Send Message
thoughtful_gpt:send_message
Send a message to a conversation and get AI response.
Write Medium risk
Update Conversation
thoughtful_gpt:update_conversation
Update an existing conversation's settings and metadata.
Write Medium risk
MCP & Runtime API

Call Thoughtful Gpt
from any AI agent.

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

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

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 Thoughtful Gpt data
Call thoughtful_gpt:get_conversation 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 Thoughtful Gpt
Dry-run validates thoughtful_gpt:create_conversation 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 Thoughtful Gpt action
governed end-to-end.

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

Thoughtful Gpt works best
alongside these.

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

Thoughtful Gpt integration

Start free.
No credit card required.

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

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