# TinyFish TinyFish is web infrastructure for AI agents that searches, fetches, browses, and completes tasks on live websites. It helps developers and enterprise teams gather current web data, use authenticated portals, and automate browser-based workflows. - Findings24: - ウェブサイト: - 料金: Freemium - カテゴリー: AIエージェント基盤, AIブラウザ自動化, AI検索API ## TinyFishとは？ TinyFish is a web infrastructure platform for AI agents. It combines four capabilities behind one API key and Wallet: TinySearch for fresh, browser-rendered search results; TinyFetch for converting rendered pages into Markdown, JSON, or HTML; TinyBrowser for driving a cloud browser with Playwright, Puppeteer, or CDP; and TinyAgent for navigating websites, filling forms, authenticating, and returning structured results from a plain-language goal. The platform is designed for work that depends on the live web rather than a fixed API or cached index. Typical workflows include monitoring pages and prices, checking and enriching records against current sources, researching questions across multiple sites, and completing forms or retrieving files from authenticated portals. TinySearch and TinyFetch are free within their stated limits. TinyAgent and TinyBrowser use prepaid Wallet funds based on usage, with enterprise options for workload-specific limits and controls. ## TinyFishでできること ### Fresh, structured web search TinySearch queries Google’s live index through a real browser and returns structured JSON rather than an unstructured text result. The pricing page lists limits of 30 requests per minute and 500 requests per hour at no charge. ### Rendered-page extraction TinyFetch turns a rendered URL into clean Markdown, JSON, or HTML in one call. It is intended for extracting usable page content without passing navigation, cookie banners, and advertising through to downstream model calls. ### Programmable cloud browser TinyBrowser provides a real cloud browser that developers can control with Playwright, Puppeteer, or CDP. It supports persistent state and is priced by minute; the starting account limit is five concurrent sessions. ### Goal-based web agent TinyAgent accepts a goal in plain English, then navigates live sites, fills forms, handles logged-in sessions, and returns structured results. Agent runs include model inference, residential proxy routing, infrastructure-level anti-bot handling, and stored screenshots, logs, and source URLs. ### Credential and session controls TinyVault lets teams select which credentials a run can use without exposing passwords to the model, while TinyProfiles saves signed-in sessions for later runs. Run recordings provide screenshots and replay links for auditing actions. ### Developer and assistant integrations TinyFish can be used through an API, SDKs, CLI, and MCP. The site lists integrations for tools and assistants including ChatGPT, Claude, Grok, Cursor, OpenClaw, Dify, n8n, Vercel, AG2, Qoder, and omp, plus an official Python SDK. ## 利用シーン ### Web monitoring Track changes to competitor pages, prices, filings, job posts, suppliers, or regulatory information and generate alerts from current page content. ### Data verification and enrichment Check CRM or other internal records against live company and contact sources, then fill gaps or identify incorrect values. ### Multi-source research Ask questions that require information from many websites, such as identifying supplier ownership changes, and return answers with links to the sources used. ### Authenticated portal automation Sign in to supplier, carrier, payer, or other business portals, complete multi-step forms, and retrieve files without having staff repeat the process manually. ## よくある質問 ### Can TinyFish work with authenticated websites? Yes. TinyVault supplies selected credentials to a run while keeping them out of the model’s prompt, and TinyProfiles can preserve a signed-in session. The enterprise page says agents can handle SSO and MFA without reading the password. ### What happens when the Wallet balance reaches zero? Search and Fetch continue to work within their limits because they do not draw from the Wallet. An Agent run already in progress finishes, while new Agent and Browser runs require a deposit. ### How is usage priced? Search and Fetch are free within their listed limits. Agent costs $0.016 per step and Browser costs $0.002 per minute. There is no subscription or monthly minimum; Agent and Browser usage is deducted from prepaid Wallet funds. ### Can account limits be increased? Yes. Accounts start with two concurrent Agent runs and five concurrent Browser sessions. TinyFish says higher concurrency and rate limits can be set for a team’s workload through an enterprise conversation. ### How can teams connect TinyFish to their tools? Teams can use the REST API, SDKs, CLI, or MCP, or install listed integrations for AI assistants, developer tools, and automation platforms. The integrations page also supports requesting an integration or building one with the REST API. ## クイック情報 - **Product type**: Web infrastructure for AI agents - **Core capabilities**: Search, page extraction, browser automation, and goal-based web agents - **Primary users**: Developers and enterprise teams automating live-web workflows - **Authentication**: Credential vault and reusable signed-in profiles - **Free capabilities**: TinySearch and TinyFetch, within stated rate and usage limits - **Paid usage**: TinyAgent at $0.016 per step; TinyBrowser at $0.002 per minute