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 Small Improvements
MCP & AI Agent Integration

Small Improvements
automation.

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

Connect Small Improvements free Browse all integrations →
No credit card required
Live in production environments
<200ms median execution
Dry-run before production
Execution trace
live
17
actions
100%
governed
<200ms
latency
17
AI agent actions
8
Read operations
9
Write operations
0
High-risk actions (approval gated)
Business Tools Small Improvements 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 Small Improvements.

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 Feedback
small_improvements:get_feedback
Fetch a single feedback item by ID with all details.
Read Low risk
Get Goal
small_improvements:get_goal
Fetch a single goal by ID with all details and progress.
Read Low risk
Get Review
small_improvements:get_review
Fetch a single performance review by ID with all details and responses.
Read Low risk
Get User
small_improvements:get_user
Fetch a single user by ID with their profile information and current status.
Read Low risk
List Feedback
small_improvements:list_feedback
List feedback items with optional filtering.
Read Low risk
List Goals
small_improvements:list_goals
List goals with optional filtering.
Read Low risk
List Reviews
small_improvements:list_reviews
List performance reviews with optional filtering.
Read Low risk
List Users
small_improvements:list_users
List users with optional filtering by department and status.
Read Low risk
Complete Review
small_improvements:complete_review
Complete a performance review by submitting responses and marking it as completed.
Write Medium risk
Create Feedback
small_improvements:create_feedback
Create new feedback for a user.
Write Medium risk
Create Goal
small_improvements:create_goal
Create a new goal for a user.
Write Medium risk
Create Review
small_improvements:create_review
Create a new performance review.
Write Medium risk
Create User
small_improvements:create_user
Create a new user in Small Improvements.
Write Medium risk
Send Feedback Request
small_improvements:send_feedback_request
Send a feedback request to another user.
Write Medium risk
Update Goal
small_improvements:update_goal
Update an existing goal.
Write Medium risk
Update Review
small_improvements:update_review
Update an existing performance review.
Write Medium risk
Update User
small_improvements:update_user
Update an existing user's information.
Write Medium risk
MCP & Runtime API

Call Small Improvements
from any AI agent.

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

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

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

Every Small Improvements action
governed end-to-end.

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

Small Improvements works best
alongside these.

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

Slack Gmail Hubspot Google Sheets Notion
Small Improvements integration

Start free.
No credit card required.

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

Start free — 1,000 runs Browse all integrations →