MCP & AI Agent Integration

Libraria
automation.

17 automated actions available through Cerebral OS. Connect Libraria 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 · 17 actions available

Execution trace
live
17
actions
100%
governed
<200ms
latency
17
Automated actions
6
Read operations
11
Write operations
2,800+
Compatible Maps
Actions

What you can do
with Libraria.

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.

Chat With Bot
libraria:chat_with_bot
Send a message to a chatbot and get an AI-generated response.
Write Medium risk
Create Chatbot
libraria:create_chatbot
Create a new chatbot with specified libraries and configuration.
Write Medium risk
Create Document
libraria:create_document
Create a new document in a library with text content or from a URL.
Write Medium risk
Create Library
libraria:create_library
Create a new library (knowledge base) with the specified configuration.
Write Medium risk
Delete Chatbot
libraria:delete_chatbot
Permanently delete a chatbot. This will disable all embedded instances.
Write High risk
Delete Document
libraria:delete_document
Permanently delete a document from a library. This action cannot be undone.
Write High risk
Delete Library
libraria:delete_library
Permanently delete a library and all its documents. This action cannot be undone.
Write High risk
Get Chatbot
libraria:get_chatbot
Fetch a single chatbot by ID with its configuration and linked libraries.
Read Low risk
Get Document
libraria:get_document
Fetch a single document by ID with its content and metadata.
Read Low risk
Get Library
libraria:get_library
Fetch a single library (knowledge base) by ID with its configuration and stats.
Read Low risk
List Chatbots
libraria:list_chatbots
List all chatbots with optional filtering and pagination.
Read Low risk
List Documents
libraria:list_documents
List documents in a library with optional filtering and pagination.
Read Low risk
List Libraries
libraria:list_libraries
List all libraries (knowledge bases) with optional filtering and pagination.
Read Low risk
Query Library
libraria:query_library
Query a library to find relevant documents and get AI-generated answers.
Write Medium risk
Update Chatbot
libraria:update_chatbot
Update an existing chatbot's configuration, libraries, or settings.
Write Medium risk
Update Document
libraria:update_document
Update an existing document's title, content, URL, or metadata.
Write Medium risk
Update Library
libraria:update_library
Update an existing library's name, description, or settings.
Write Medium risk
How it works

Every Libraria action
governed end-to-end.

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

Start free.
No credit card required.

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

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