Unbrowse

MCP serverWeb & browsing

Lets your agent read website pages and perform site tasks through learned web interfaces.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use Unbrowse

About this server

Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins.

Install Unbrowse

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user unbrowse 'https://unbrowse.ai/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://unbrowse.ai/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=unbrowse&config=eyJ1cmwiOiJodHRwczovL3VuYnJvd3NlLmFpL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://unbrowse.ai/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add unbrowse --url 'https://unbrowse.ai/mcp'

    Run it once, then sign in with codex mcp login unbrowse if the server asks for an account.

From the project's README

As published by unbrowse-ai/unbrowse in README.md.

Call websites as APIs. This is the open-source client for the hosted Unbrowse service (https://unbrowse.ai): the @unbrowse/sdk TypeScript client for its REST API, and the unbrowse CLI built on it.

Install the agent skill:

npx skills add unbrowse-ai/unbrowse-skill --skill unbrowse

Connect your agent:

claude mcp add --transport http unbrowse https://unbrowse.ai/mcp

Complete OAuth sign-in in your client. For the CLI or SDK, use the pinned hosted-client release in the installation guide; npm latest may still target the older service.

Install · CLI · MCP · SDK · Troubleshooting

How it works

  1. Discover. Unbrowse searches your private capabilities, then a public registry of sites already compiled into tools.
  2. Run. A matching capability replays the site's own first-party HTTP requests. No browser. A run succeeds only when its result is verified.
  3. Learn once. No match: an agent does the task in Unbrowse's recorded cloud browser (MCP), or you upload two HAR recordings (unbrowse learn). Unbrowse compiles the requests into a one-call capability. Next time is step 2.

Passwords stay in the Unbrowse password manager; the CLI never takes one.

More: docs/how-it-works.md · Paper: Internal APIs Are All You Need (arXiv:2604.00694)

Commands

unbrowse login [--key ub_live_…]    sign in (browser OAuth) or store an API key
unbrowse discover <query>           your capabilities, then the public registry
unbrowse run <task…> [--set k=v]    run a task; waits for a verified result
unbrowse resume <runId> k=v…        answer what the run asked for, on the same run
unbrowse learn a.har b.har          compile two recordings into a capability
unbrowse logins                     saved logins, masked
unbrowse registry [query]           public compiled sites (no account)

All commands: docs/cli.md. Exit codes: 0 ok, 1 error, 2 input required, 3 sign-in or login needed, 4 not verified.

SDK

import { Unbrowse } from "@unbrowse/sdk";
const ub = new Unbrowse(); // UNBROWSE_API_KEY
const run = await ub.wait((await ub.run({ task: "top stories on Hacker News", idempotencyKey: crypto.randomUUID() })).runId);

Supported REST methods: docs/sdk.md.

Agents

Agents connect to the hosted MCP (https://unbrowse.ai/mcp, see docs/install.md) and follow skill/SKILL.md. The CLI is the REST alternative. unbrowse mcp runs a local stdio proxy to the hosted MCP for hosts that need stdio or plain tool names (unbrowse_scrape).

Plugins for Claude Code, Codex, Grok Build, OpenClaw, Hermes and elizaOS bundle the skill and make Unbrowse the host's browser: plugins/.

Pricing

Check your current account plan and unbrowse usage for quota and pricing. docs/pricing.md

Develop

bun install
bun test packages     # SDK route tests + CLI tests against a local stand-in API
bun run typecheck
bun run build         # packages/sdk/dist, packages/cli/dist/cli.js (Node 18.17+)
bun run cli help

Release

CI/CD publishes on a version tag: docs/release.md.

What is here and what stays hosted: docs/open-source.md. MIT © Unbrowse AI

Signals

GitHub stars
766
Forks
69
Last commit
Sep 2026
Weekly downloads
2k
Advanced
Delivery
unbrowse MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-unbrowse-ai-unbrowse
Source
github.com/unbrowse-ai/unbrowse
Hosted endpoint
https://unbrowse.ai/mcp