Activity
Stars and mentions · Last 30 days, Oct 6 – Nov 4
Top repositories
tinyfish-io’s repositories ranked by pull request authors, as on trending.
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Repositories outside tinyfish-io’s account where tinyfish-io opened or reviewed pull requests in the past 365 days.
Who noticed tinyfish-io
Everyone who starred or forked tinyfish-io’s repositories since the archive began in 2011.
Notable accounts
Ordered by the stars their own repositories have received.
Biggest fans
Accounts that starred the most of these repositories.
Breakout weeks
Each repository’s best week of new stars, with the release published around it.
Achievements
Awards earned by the repositories tinyfish-io owns. Select an award to embed its badge.
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Repositories earn awards by reaching the top three in a completed trending day or week.
A repository earns an award for finishing first, second or third in a completed trending day or week, ranked by new stars, new forks or pull request authors. Awards follow a repository through renames and transfers and count toward its current owner. Weeks run Monday to Sunday, UTC.
Mentions
Plugging live web access into open-source agent stacks: MCP, LangChain, n8n and Dify in 1 API key Most open-source agent frameworks handle reasoning well. Where they stall is the web itself: JavaScript pages, logins, bot checks. Self-hosting headless Chrome plus proxies plus a scraper is a project of its own. TinyFish exposes that layer as 5 APIs behind 1 key, with open-source examples on GitHub. 1. The 5 primitives → Search: ranked results with URL, title, snippet, metadata → Fetch: renders the page, returns markdown, HTML or a JSON document tree → Browser: managed Chromium over CDP; Playwright and Puppeteer scripts run unchanged → Agent: plain-English goal in, structured JSON out → Research: source-backed reports with configurable depth 2. Where it plugs in → MCP, for any MCP-compatible client → LangChain, n8n and Dify → Hermes Agent and OpenClaw → Python SDK, TypeScript SDK, CLI and REST 3. Open-source examples The cookbook repo has working examples to fork: tinyfish-io/tinyfish-cookbook 4. Why this matters for local or self-hosted agents Browser work runs outside your model’s context window. A small local model only receives the structured result. That keeps context short even on long web tasks. 5. Free tier for experimenting → Search: free, 500 requests/hour → Fetch: free, 1,000 URLs/day → Agent: $0.016/step → Browser: $0.002/min New accounts get $8 in wallet funds without a card. Details (top-ups +30% through Oct 31)