Newv1.9.1·Agents that self‑patch their own workflows

Automation that thinks,browses, and clicks for you.

Loopi is the open‑source desktop platform for visual workflows, real browser control, shell commands, and goal‑driven AI agents that reflect on every run and rewrite themselves when they fail.

Local‑firstOpen source · O'SaasyClaude · GPT‑4o · Ollama · Claude Code
loopi · agent‑run #12
Flagship · Agents

Give an agent a goal. It fixes itself when it breaks.

Agents bundle a goal, a set of workflows, a schedule, and an LLM. After every run, the reflection engine reads per‑node outcomes and final variables, compares them against the goal, and decides whether to leave the workflow alone, rewrite it in place, or flag it as unrepairable.

Stated goal

Plain‑English objective the reflection engine scores every run against.

Self‑patching workflow

Bad run? The LLM returns a complete replacement graph. Validated, saved, rolled back on error.

Honest model gating

Reflection needs reasoning — small models are blocked at creation with a helpful suggestion.

Read the Agents guide
agent‑reflect · run #2verdict
{
  "verdict": "modify",
  "reason": "RSS feed returned XML, not JSON.
             Swapping httpRequest parser.",
  "patch": {
    "nodes": [
      { "id": "fetch", "type": "httpRequest",
        "parse": "xml" },
      { "id": "pick",  "type": "filterArray",
        "field": "title" },
      { "id": "send",  "type": "notify" }
    ],
    "edges": [ "fetch→pick", "pick→send" ]
  }
}
Workflow patched & rerun
validated · saved · 0.8s
Bring your own model

Local, cloud, or command‑line. Pick per‑agent.

Loopi connects to the model that fits the job. Reasoning for agents on Claude or GPT, bulk local inference on Ollama, or the Claude Code CLI for zero‑setup.

A

Anthropic

Claude Sonnet 4.5 · Opus 4

Best all‑rounder for reflection and long‑context reasoning.

O

OpenAI

GPT‑4o · GPT‑4o‑mini · GPT‑4‑turbo

Fast cloud reasoning when you already have an API key.

C

Claude Code

Local CLI · no API key needed

Uses your installed Claude Code. Zero configuration.

O

Ollama

Llama · Mistral · Mixtral · Qwen · DeepSeek

100% local. Your data never leaves the machine.

80+ integrations

All the tools you already use — built in.

No plugin store, no marketplace. Credentials stored locally, selected from a dropdown when configuring steps.

Slack
Discord
Telegram
WhatsApp
GitHub
GitLab
Notion
Google Sheets
Google Drive
Airtable
Stripe
PayPal
SendGrid
Gmail
Mailchimp
OpenAI
Anthropic
Ollama
Postgres
MongoDB
MySQL
Redis
AWS S3
Supabase
Jira
Linear
Trello
Asana
ClickUp
Monday
HubSpot
Salesforce
Pipedrive
Shopify
WooCommerce
Twilio
Dropbox
WordPress
Ghost
Zendesk
Intercom
Sentry

+ Calendly, CircleCI, Cloudflare, Elasticsearch, Google Calendar, Jenkins, Mattermost, Netlify, PagerDuty, Reddit, ServiceNow, Snowflake, Spotify, Typeform, Webflow, Zoom, and many more.

How Loopi is different

The only open‑source tool that does all of it.

Visual workflows + real browser + desktop cursor + shell + 80+ APIs + self‑patching agents. Local‑first.

CapabilityLoopin8nZapierPlaywrightRPA suites
Visual builder
Real browser control
Desktop cursor/keyboard
Shell command stepsvaries
Self‑patching agents
Local + cloud AIcloudcloudcloud
Runs locallyself‑hostvaries
CLI
Free & open source
See it in action

Build, watch, and ship.

Visual Node Editor

Visual node editor

Drag and drop across 86+ step types. Typed variables, conditionals, loops.

Real Chromium Automation

Real Chromium window

Watch every click, scroll, and extract live. Or run fully headless.

API + AI Integration

80+ integrations + AI

APIs, databases, models, and services wired up in the same graph.

Community

Open source. Welcomes contributors.

We care most about agent capabilities, new integrations, desktop automation primitives, and workflow templates. Come build with us.

New model providersAgent templatesService integrationsOCR & window managementCopilot improvementsTool‑use / function calling
Start building

Ready to give your AI hands?

Download Loopi for free. Connect your model. Build your first agent in minutes.

Open source · O'SaasyLocal‑first · your data stays on your machine