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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Unbrowse — api native browser Skill/CLI/MCP/SDK for any agent. Auto-discovers APIs from browser traffic, generates skills on the fly to call APIs directly 100x faster, 80% cheaper locally.
| Date | Stars |
|---|---|
| 2026-07-31 | 735 |
| 2026-08-02 | 735 |
| 2026-08-06 | 735 |
Today
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35.0
growth rate 0.00%/day
# Unbrowse Unbrowse is the action layer for AI agents. It learns a site's first-party API routes from real browsing, then replays known routes directly instead of driving a browser for every task. ```bash npm install -g [email protected] unbrowse setup unbrowse "top stories with point counts" --url https://news.ycombinator.com ``` On a cache hit, Unbrowse resolves, executes, and reads the route in one call. On a miss, it can open a real browser, observe the working request, and make that route reusable. The browser remains available for login, consent, CAPTCHA, and UI-only flows. ## Why Unbrowse - **Fast on repeat work.** Known routes skip page rendering and DOM parsing. - **Honest fallback.** Browser automation stays available when direct requests are not enough. - **Local credentials.** Site sessions remain on the machine running Unbrowse. - **One agent interface.** Use the same intent from the CLI, Agent Skill, MCP, or TypeScript. - **Shared learning.** Sanitized route metadata can be published so other agents do not rediscover the same site flow. The published 94-domain benchmark measured a 3.6× mean and 5.4× median speedup for warmed cached routes over Playwright. See [Internal APIs Are All You Need](https://arxiv.org/abs/2604.00694) and the [benchmark notes](docs/benchmarks.md). ## CLI The default interface is one command: ```bash unbrowse "task" --url https://example.com ``` Useful lower-level commands: ```bash unbrowse health unbrowse fetch https://example.com unbrowse resolve --intent "search products" --url https://example.com --no-execute unbrowse capture --url https://example.com --intent "search products" unbrowse auth https://example.com/login ``` Use `go`, `snap`, `click`, `submit`, and `close` when a task genuinely needs the DOM. Run `unbrowse <command> --help` for the current options. ## TypeScript SDK The current SDK ships inside the `unbrowse` package: ```bash npm install [email protected] ``` ```ts import { createHole } from "unbrowse/sdk"; const result = await createHole().fill({ intent: "list tomorrow's events", url: "https://calendar.google.com", }); console.log(result.answer ?? result.items); ``` Use the lower-level client when your application should inspect route choices: ```ts import { Unbrowse } from "unbrowse/sdk"; const unbrowse = new Unbrowse({ apiKey: process.env.UNBROWSE_API_KEY }); const resolved = await unbrowse.resolve({ intent: "find recent TypeScript releases", contextUrl: "https://github.com/microsoft/TypeScript/releases", }); const endpoint = resolved.available_operations?.[0]; if (endpoint) { const result = await unbrowse.execute({ endpoint_id: endpoint.endpoint_id }); console.log(result.data); } ``` See the [SDK quickstart](docs/for-developers/sdk-quickstart.md) for retries, typed errors, proxy options, and account resources. ## Accounts and billing Unbrowse uses API keys for account access and credits for metered work. ```bash unbrowse register --email [email protected] unbrowse dashboard ``` No separate payment setup is required. Added, promotional, and earned credits live in one account ledger. ```ts const credits = await unbrowse.account.credits(); console.log(`${credits.balance_credits} credits`); ``` ## Agent Skill and MCP `unbrowse setup` installs the Agent Skill by default. MCP is an optional compatibility surface: ```bash unbrowse setup --mcp ``` The Agent Skill teaches compatible hosts the current flat CLI commands and the preferred one-call flow. ## Development ```bash git clone --recursive https://github.com/unbrowse-ai/unbrowse.git cd unbrowse bun install ./setup bun test ``` The local runtime listens on `127.0.0.1:6969` by default. Site profiles and credentials are stored below `~/.unbrowse/`; logs and route caches are kept separate so they can be inspected or removed independently. ## Documentation - [Quickstart](docs/guides/quickstart.md) - [How an agent uses Unbrowse](docs/for-agents/how-an-agent-uses-unbrowse.md) - [SDK
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MseeP.ai · SkyDeck AI Inc. · United States
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:844bd82ac0425724, topic:agents