Turn any website into an API.

Indices learns how web-based systems work behind the scenes, giving you a reliable API to fetch the right data and execute the right actions every time.

Get in touch

Setup

minutes

Latency

<5sec

Reliability

deterministic

kayak.com/flights

FlightsHotelsCars

From

Depart

—

Return

—

your agent · declarative intent

search_flights({

from: ___,

to: ___,

depart: ___,

return: ___,

})

indices · working

How it works

Three steps to a working integration.

Specify your workflow

Describe what your agent needs to do in natural language.

Show an example

Perform the task once so Indices can capture the network behaviour underneath.

Run on demand

Call a clean, deterministic API. We handle the messy bits behind the scenes.

REST API

For programmatic access. Make a simple HTTP call or use our Python / TypeScript SDKs.

POST api.indices.io/runs
{
  "task_id": "task_0329luLSs80ht4a6F5qYfO",
  "arguments": {
    "item_id": 8250
  }
}

MCP / CLI

For direct connection from your AI agent.

$ curl -fsSL https://get.indices.io | sh
$ npx skills add indicesio/cli --global
$ indices login

... or let AI build it for you.

Just tell your coding agent which workflow you want to automate. Works with any agent that speaks MCP or CLI (Claude, ChatGPT, Cursor, etc).

❯ npx skills add indicesio/cli --global

✓ Added 3 skills

 ▐▛███▜▌
▝▜█████▛▘
  ▘▘ ▝▝

Claude Code v2.1.22

Opus 4.6 · Claude Max

~/work/myagent

❯integrate our billing portal at billing.acme.com

◐ Recording session…

◐ Inferring endpoints… (14 found)

◐ Writing src/integrations/billing.ts

✓ Ready

How we compare

	Browser Agents	Selenium / Puppeteer	Indices
Latency	10min+	~30sec	<5sec
Reliability	Hallucination issues	Broken by visual changes	Highly reliable
Security	Very poor	Strong	Strong
Auditability	Opaque	Opaque	Comprehensive
Setup difficulty	Easy	Specialist engineering	Easy
Cost	$$	$$$	$

Built for production

Enterprise-grade security

End-to-end encryption. Secure credentials handling. Full hypervisor-level sandboxing to ensure your data is safe.

Supports any website

From modern React SPAs to legacy enterprise portals, Indices is flexible enough to support your target site.

MFA & SSO built in

TOTP, SAML, OAuth. Just works.

Full audit trail

Complete audit trail for every operation.

Advanced bot management

We handle CAPTCHA solving, proxy rotation, rate limit management, and stealth.

24/7 expert support

Direct access to the people who built the platform.

Frequently asked questions

Which websites does Indices work with?

Just about anything you can reach in a browser, including modern SPAs, legacy enterprise portals, internal tools, third-party SaaS, etc.

What is Indices a good fit for?

Indices is best when you need reliable workflows but an official API is unavailable, incomplete, read-only, undocumented, or poorly supported. If a human can perform the action in a browser, Indices can automate it without the need for intense systems integration effort and cost.

How do you handle logins and credentials?

Credentials are encrypted at rest and only decrypted inside an isolated, hypervisor-level sandbox at the moment of use. We also securely handle complex logins like TOTP MFA.

How is this different from a scraper?

Scrapers can only read static data. Indices can (a) retrieve dynamic data which requires form-filling, and (b) perform actions, like creating a patient or deleting a record. That said, Indices can also handle scraper workloads – freeing up your engineers' precious time from maintaining scrapers that can break at any moment. We are often orders of magnitude cheaper than doing it in-house.

How is this different from a browser agent or Selenium?

Selenium scripts are fragile and can break if a single CSS selector changes. Browser agents are slow, inconsistent, expensive, insecure, hard to audit and prone to hallucination. Indices' approach (network-level computer use) does not suffer from these issues.

How long does it take to get started?

Our platform can learn new systems in minutes.

What happens when the target site changes?

Indices monitors every workflow and self-heals through cosmetic changes automatically. In some cases, we cannot automatically self-heal and human intervention is needed.

Is Indices suitable for regulated industries?

Yes. Our product is designed with security and compliance in mind. We provide comprehensive audit logs, regional data residency, comprehensive change management, and can handle SOC 2 and HIPAA requests.

How does pricing work?

Usage-based, with a generous free tier while we're in private beta. Book a demo and we'll size it against your workload.

Can you help us integrate with your platform?

Yes! We're always happy to help you get set up. Reach out to get started.

No API? There is now.

Get a deterministic endpoint for the sites your agents depend on. We're actively onboarding select customers - request access now.

Prefer to talk first? Get in touch