Your agent does the thinking and decision-making. Leave the rest to OOMOL.

Start with oo-cli so agents can connect to ready-made tools, APIs, and internal capabilities and get work moving. When those stop short, move into Studio and Cloud.

Start with how many apps are already connected

OOMOL comes with support for 157 apps and 2,485 wrapped tools. Start by using what already exists through oo-cli, then decide what is worth orchestrating further, extending, or turning into your own tool.

157

appsCovering common services across collaboration, development, marketing, and payments.

2,485

wrapped toolsPackaged as usable capability entry points instead of raw integration fragments.

Common apps are already available
GitHub
Slack
Notion
Gmail
Linear
Vercel
Supabase
Twilio
Step 1: Use what already exists

Let agents run ready-made work first

If a ready-made tool already solves the job, OOMOL's first layer of value is simple: connect it, run it, and do not start by building your own tool.

GitHubSlack

Summarize a GitHub PR and send it to Slack

Useful when you want to turn PR review into a team update without manual summarizing.

Say this

Summarize the key points in this PR and send them to a Slack channel.

Agent will run

Read the diff, extract key points, and post to the target channel.

NotionLinear

Turn a Notion spec into Linear tasks

Useful when you want to turn a spec page into trackable work without manual breakdown.

Say this

Read this Notion page, break it into tasks, and sync them to Linear.

Agent will run

Extract requirements, shape tasks, and write them back to Linear.

GmailYour API

Read a Gmail attachment, then call an internal API

Useful when you want to pipe email inputs straight into your own service.

Say this

Read the Gmail attachment, call our PDF API, and return the result.

Agent will run

Download the attachment, call your internal API, and return the output.

Developer entry

When ready-made capabilities stop short, move into OOMOL Studio

In Studio, you can recombine ready-made capabilities, add code, orchestrate workflows, and write new function tools. Once the tool works locally, hand it to Cloud for delivery.

Turn ready-made capabilities into your own tool

Take GitHub, Slack, Notion, Gmail, and other built-in capabilities and reorganize them into your own execution chain instead of stopping at one-off use.

Turn multi-step logic into a workflow

Turn branching, retries, coordination, and multi-step logic into repeatable workflows instead of rebuilding them ad hoc.

Write new function tools directly

When existing wrappers stop short, write new function tools and bring in your own APIs, internal systems, and business logic.

Move the new tool into the delivery path

Studio is not the endpoint. Once local validation is done, the next step is Cloud, then mainly back into oo-cli so agents can keep using the same path.

01 / Build in Studio

Start in OOMOL Studio to generate, compose, and validate

Use the agent to get started, then keep editing code, dependencies, parameters, and compositions yourself. Studio is for building tools, not for day-to-day tool usage.

Studio demo video

Show the path from prompting to generating a tool and validating it locally.

02 / Deliver through Cloud

Once validation is done, hand delivery and runtime to Cloud

Cloud takes over runtime, configuration, secrets, access, and delivery relationships so you do not need to build another backend around the same implementation.

Handle delivery and hosted runtime in one path

Keep the same implementation as you deliver the tool to yourself, your team, or customers.

Keep config, access, and usage relationships in one backend

Manage secrets, access, releases, runtime settings, and usage data in one place.

Cloud console preview

Cloud console preview

Bring runtime settings, secrets, and delivery relationships into one backend.

03 / Use from oo-cli

Finally, hand the tool back to oo-cli for agents to use

Once the tool is built and delivered, Agents, Codex, OpenClaw, and Claude Code keep using the same oo-cli path to search, inspect, and call it.

oo-cli invocation demo

Show a delivered tool being searched, inspected, and called in Codex.

GUI extension for oo-cli

The same capability layer also works through OOMOL AI

Once you already understand the oo-cli path, OOMOL AI gives you the official GUI for the same capability layer when you want a visual interface across web, desktop, and iOS.

WebDesktopiOS
OOMOL AIOOMOL AI
Free Tier

Start delivery with the free quota

Free users get 200 Cloud Task minutes refreshed every month. Use them to deliver the tool through Cloud first, then top up or upgrade when the quota is not enough.

Free quota
Monthly Included
200 Minutes
Free Cloud Task time

Deliver the tool and start using it

Use the monthly refreshed quota to deliver the tool and confirm it stays searchable and callable in oo-cli.

A good fit for first delivery, lightweight jobs, and everyday trial use.

Usage-based
Time-based billing
By Time
How Cloud Task is billed

Scale with call-duration billing

You do not need to buy servers or reserve fixed capacity up front. Pay for actual call time only after the included quota runs out, and expand only when demand grows.

Start using it first, then decide the scale.

Start with ready-made tools, then take the developer path when needed

Use oo-cli to get ready-made capabilities working first. When you need to produce, combine, and deliver your own tools, move into Studio and Cloud.