MCP & AI Agent Integration

Hansei
automation.

13 automated actions available through Cerebral OS. Connect Hansei to any workflow, Cerebral, or Map — with full governance, audit trail, and dry-run safety on every execution.

No credit card required · 1,000 free runs · 13 actions available

Execution trace
live
13
actions
100%
governed
<200ms
latency
13
Automated actions
6
Read operations
7
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Hansei.

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.

Create Chatbot
hansei:create_chatbot
Create a new chatbot with specified configuration.
Write Medium risk
Delete Chatbot
hansei:delete_chatbot
Permanently delete a chatbot and all its associated data.
Write High risk
Delete Document
hansei:delete_document
Permanently delete a document from the knowledge base.
Write High risk
Get Chatbot
hansei:get_chatbot
Fetch a single chatbot by ID with configuration and status.
Read Low risk
Get Conversation
hansei:get_conversation
Fetch a single conversation by ID with all messages and metadata.
Read Low risk
Get Document
hansei:get_document
Fetch a single document by ID with metadata and processing status.
Read Low risk
List Chatbots
hansei:list_chatbots
List chatbots with optional filtering and pagination.
Read Low risk
List Conversations
hansei:list_conversations
List conversations with optional filtering and pagination.
Read Low risk
List Documents
hansei:list_documents
List documents with optional filtering and pagination.
Read Low risk
Send Message
hansei:send_message
Send a message to a chatbot and get an AI response.
Write Medium risk
Train Chatbot
hansei:train_chatbot
Start training a chatbot on its uploaded documents.
Write Medium risk
Update Chatbot
hansei:update_chatbot
Update an existing chatbot's configuration.
Write Medium risk
Upload Document
hansei:upload_document
Upload a document (text or URL) to a chatbot's knowledge base.
Write Medium risk
How it works

Every Hansei action
governed end-to-end.

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

Start free.
No credit card required.

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

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