MCP & AI Agent Integration

Judge.me
automation.

2 AI agent actions for Judge.me — callable from any MCP-compatible runtime, Claude, Cursor, or Cerebral OS workflow. Use Judge.me 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
2
actions
100%
governed
<200ms
latency
2
AI agent actions
0
Read operations
2
Write operations
0
High-risk actions (approval gated)
Business Tools Judge.me 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 Judge.me.

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.

Private Reply
judge_me:private_reply
Create a private reply for a review, on behalf of the shop. Private replies are not shown on the widgets, but can be emailed to the reviewers
Write Medium risk
Reply
judge_me:reply
Create a public reply for a review on behalf of the shop. Public replies are shown publicly on the widgets
Write Medium risk
MCP & Runtime API

Call Judge.me
from any AI agent.

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

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

Real patterns your AI agent can execute via MCP or the Runtime API. Every action governed, dry-run safe, and fully audited.

Trigger
Workflow needs to write to Judge.me
Dry-run validates judge_me:private_reply before execution
Approval gate fires if risk level is high
Action executes with full governance — logged, audited, reversible
Trigger
Event in Judge.me
Process with AI agent
Take governed action
Log to audit trail
How it works

Every Judge.me action
governed end-to-end.

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

Judge.me works best
alongside these.

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

Judge.me integration

Start free.
No credit card required.

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

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