Platform
Platform Overview Maps Memory Shadow Mode Widget Governance Actions Integrations
Developers
Overview Catalog Guardrails Dry Run Idempotency Credentials Audit Trail API Reference
Company
About Blog Contact Book a Demo
MCP Integrations Metaphor
MCP & AI Agent Integration

Metaphor
automation.

4 AI agent actions for Metaphor — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Metaphor to automate business processes and connect tools in your stack. Full governance, audit trail, and dry-run safety on every execution.

Connect Metaphor free Browse all integrations →
No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
4
actions
100%
governed
<200ms
latency
4
AI agent actions
3
Read operations
1
Write operations
0
High-risk actions (approval gated)
Business Tools Metaphor 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 Metaphor.

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.

Find Similar
metaphor:find_similar
Find web pages similar to a given URL using Metaphor's similarity search.
Read Low risk
Get Contents
metaphor:get_contents
Get the full content of documents by their IDs from search results.
Read Low risk
Search And Contents
metaphor:search_and_contents
Search the web and get full content in one request - combines search + get_contents.
Read Low risk
Search
metaphor:search
Search the web using Metaphor's AI-powered search engine.
Write Low risk
MCP & Runtime API

Call Metaphor
from any AI agent.

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

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

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

Every Metaphor action
governed end-to-end.

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

Metaphor works best
alongside these.

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

Slack Gmail Hubspot Google Sheets Notion
Metaphor integration

Start free.
No credit card required.

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

Start free — 1,000 runs Browse all integrations →