TO Tooling OS Strategic Pilot

No replatforming required

AI comes to your workflow, not the other way around.

Work the way you already do. Let AI handle the routine. Turn your existing APIs and workflows into actions AI can run.

Request Strategic Pilot See live capabilities
  • One-pass workflow learning plus a rich manual workflow builder
  • One license unlocks desktop, workflows, automations, portal, MCP, and CLI
  • Local-first option keeps sensitive data on your machine

Platform

Everything you need to automate real work

Desktop Agent

Your team starts here

A polished chat experience with built-in agentic behavior, workflows, and automation controls.

Onboarding

Bring your existing APIs with almost no code

Import OpenAPI docs or add manual endpoints, then publish logical tool groups instead of thousands of raw endpoints.

Workflow Builder

Teach once, automate forever

Build workflows manually or from recorded work, publish them, then schedule automations that run on their own.

Flow

How teams automate without changing how they work

  1. 1

    Connect in minutes

    Start the app and connect your current tools and endpoints.

  2. 2

    Bring your APIs and tasks

    Use guided onboarding for OpenAPI/manual APIs and auth in plain language.

  3. 3

    Show the work once

    Use the recorder or manual builder to create dynamic workflows from real business actions.

  4. 4

    Run where you already are

    Use desktop by default, or run the same workflows from MCP, CLI, Codex, or your own agent stack.

Current delivery

What is live now

Everything below is implemented today and actively used for pilot workflows.

Live

Zero-code API onboarding

OpenAPI import, manual endpoint setup, grouped subtools, and auth profile plumbing.

Live

Workflow builder + publishing

Draft, test, publish, delete, and run workflows with full visibility and control.

Live

Scheduled automations

Create, update, trigger, and track automations that run your workflows and tools.

Live

One-pass learning recorder

Record browser work, infer intent, generate dynamic workflow drafts, and publish with review.

Live

Desktop agent app

State-of-the-art chat client with built-in agentic behavior, workflow actions, and automation controls.

Building

Even smoother operator UX

Simpler setup flows, stronger observability views, and smoother non-technical onboarding.

Desktop-first operations

Your daily AI workspace starts in desktop

It is built for business operators first: simple to use, powerful enough to automate serious work.

What makes it different

  • Built-in agentic system, not just a thin chat wrapper
  • Non-technical users can run real workflows without touching code
  • Built-in browser + recorder turns work into reusable automation
  • You can still plug into MCP, CLI, Codex, and other clients anytime

Desktop scope today

Chat-focused assistant UX
Workflow discovery + execution
Automation creation shortcuts
Safe tool and workflow execution

Advanced controls and deep diagnostics remain available in the portal.

Client coverage

Start with desktop. Bring your own AI client when needed.

You are not locked in. Use our desktop app as your daily hub, then connect the same workflows and tools to the AI clients your team already owns.

  • Desktop app: polished operator experience with built-in agentic behavior.
  • MCP clients: VS Code, Claude, Codex, and other MCP-compatible clients.
  • CLI: scriptable control for technical teams and internal automation.
  • Custom agents: connect internal apps and existing agent stacks.

Power-user quickstart

toolos start
toolos list-tools
toolos run-tool --session ses_... --tool core.echo --input '{"text":"hello"}' --wait
toolos show-console

Non-technical teams can use desktop + portal. Power users can use CLI/MCP for fast integration and custom automation.

Power users

Serious engineering depth for technical teams

Simple for operators. Strong controls and contracts for engineers.

What engineers get

  • Deterministic session and run lifecycle with auditable events and artifacts
  • Policy and approval controls that can gate sensitive tool operations
  • Portable tool discovery across desktop, MCP, CLI, and API clients
  • Local-first deployment where data can stay on your machine

API contract sketch

GET /v1/tools
POST /v1/runs
GET /v1/approvals
POST /v1/approvals/:approvalId
GET /v1/artifacts/:artifactId

Deployment

Choose where your data lives

Local-first

Run locally for sensitive workflows and teams that want everything on their own machine.

Self-hosted enterprise

Deploy in private infrastructure with internal networking, enterprise auth, and secret controls.

Fast web rollout

Publish this website quickly while runtime services remain private for strategic pilot customers.

Deploy website on Vercel

Strategic partners

We are onboarding strategic partners now

Tooling OS is currently private while we expand enterprise readiness and non-technical onboarding. We are working with teams that want to automate high-volume operations fast without rebuilding their stack.

  • Ideal for operations, claims, support, and internal platform teams
  • Works with existing APIs and browser-based processes
  • No need to build custom MCP servers per integration
  • Single license model that unlocks portal, runtime, and multi-client usage
Request pilot access