Spectral

AI agents shouldn't need a browser

Mobile and web apps talk to APIs all day.
Spectral gives that same access to your AI agents.

$ curl -LsSf https://getspectral.sh/install.sh | bash

or install with pip / uv

Demo

Capture traffic with the Chrome extension, analyze with Claude, use via MCP

How it works

1

Capture

Chrome extension or MITM proxy records traffic while you browse

2

Analyze

Claude correlates your actions with API calls and generates MCP tools

3

Authenticate

Auto-detects auth flows and generates a login script

4

Use

AI agents call the real API directly via MCP server

Why Spectral

Works everywhere

Websites, Android, desktop, CLI

Understands meaning

Correlates UI actions with API calls

Self-healing tools

Auto-corrects failed tools at runtime

LLM at build time only

Direct HTTP at runtime, fast and cheap

Faster than browser automation

No headless browser, no selectors

Also generates API specs

OpenAPI 3.1 and GraphQL SDL

Tested with real-world apps

LinkedIn — Job search API
Trainline — Train booking API
Leboncoin — Classifieds API
Easypark — Parking API
Monitool — Analytics API
Community catalog coming soon