MCP & AI Agent Integration

Langbase
automation.

12 AI agent actions for Langbase — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Langbase to organize files, generate documents, and manage permissions programmatically. 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
12
actions
100%
governed
<200ms
latency
12
AI agent actions
5
Read operations
7
Write operations
2
High-risk actions (approval gated)
Files & Documents Langbase is a Files & Documents integration — use it to automate file storage, sharing, and document management from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Langbase.

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 Memory
langbase:get_memory
Fetch a memory store by name with its configuration and stats.
Read Low risk
Get Pipe
langbase:get_pipe
Fetch a single pipe by name with its configuration and status.
Read Low risk
List Memories
langbase:list_memories
List all memory stores with optional filtering and pagination.
Read Low risk
List Pipes
langbase:list_pipes
List all pipes with optional filtering and pagination.
Read Low risk
Search Memory
langbase:search_memory
Search for relevant documents in a memory store using semantic similarity.
Read Low risk
Add Document
langbase:add_document
Add a document to a memory store for semantic search and retrieval.
Write Medium risk
Create Memory
langbase:create_memory
Create a new memory store for storing and retrieving documents.
Write Medium risk
Create Pipe
langbase:create_pipe
Create a new AI pipe with specified configuration.
Write Medium risk
Delete Document
langbase:delete_document
Permanently delete a document from a memory store. This action cannot be undone.
Write High risk
Delete Pipe
langbase:delete_pipe
Permanently delete a pipe. This action cannot be undone.
Write High risk
Generate Completion
langbase:generate_completion
Generate an AI completion using a specific pipe.
Write Medium risk
Update Pipe
langbase:update_pipe
Update an existing pipe's configuration.
Write Medium risk
MCP & Runtime API

Call Langbase
from any AI agent.

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

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

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 Langbase data
Call langbase:get_memory 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 Langbase
Dry-run validates langbase:add_document before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
File or document event
Process with AI
Route for approval
Notify team
How it works

Every Langbase action
governed end-to-end.

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

Langbase works best
alongside these.

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

Langbase integration

Start free.
No credit card required.

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

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