MCP & AI Agent Integration

Guru
automation.

14 AI agent actions for Guru — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Guru to automate business processes and connect tools in your stack. 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
14
actions
100%
governed
<200ms
latency
14
AI agent actions
9
Read operations
5
Write operations
1
High-risk actions (approval gated)
Business Tools Guru is a Business Tools integration — use it to automate business operations and workflow automation from any AI agent or MCP-compatible runtime.
Actions

What you can do
with Guru.

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 Card
guru:get_card
Fetch a single knowledge card by ID with content and metadata.
Read Low risk
Get Collection
guru:get_collection
Fetch a single collection by ID with metadata and card count.
Read Low risk
Get Team
guru:get_team
Fetch a single team by ID with member information.
Read Low risk
Get User
guru:get_user
Fetch user information by email address.
Read Low risk
List Cards
guru:list_cards
List knowledge cards with optional filtering by collection, search terms, or verification state.
Read Low risk
List Collections
guru:list_collections
List all collections accessible to the authenticated user.
Read Low risk
List Teams
guru:list_teams
List all teams in the organization.
Read Low risk
List Users
guru:list_users
List all users in the organization with optional status filtering.
Read Low risk
Search Cards
guru:search_cards
Search for knowledge cards using full-text search across titles, content, and tags.
Read Low risk
Create Card
guru:create_card
Create a new knowledge card in a specified collection.
Write Medium risk
Create Collection
guru:create_collection
Create a new collection for organizing knowledge cards.
Write Medium risk
Delete Card
guru:delete_card
Permanently delete a knowledge card. This action cannot be undone.
Write High risk
Update Card
guru:update_card
Update an existing knowledge card's title, content, verification interval, or tags.
Write Medium risk
Verify Card
guru:verify_card
Mark a knowledge card as verified, resetting its verification cycle.
Write Medium risk
MCP & Runtime API

Call Guru
from any AI agent.

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

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

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 Guru data
Call guru:get_card 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 Guru
Dry-run validates guru:create_card before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Guru
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Guru action
governed end-to-end.

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

Guru works best
alongside these.

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

Guru integration

Start free.
No credit card required.

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

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