最后更新 08-22-2026
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TinyFish
TinyFish 通过一个密钥提供四个 API，赋予 AI 代理实时访问网络的能力：Search 用于搜索最新的 URL，Fetch 用于获取干净的页面内容，Web Agent 用于多步骤自动化，Browser 用于登录墙后的隐秘会话。Search 和 Fetch 在任何钱包余额下均免费，而 Agent 和 Browser 则通过预付钱包资金计费，无需订阅。
独立的搜索 API 返回缓存的摘要。TinyFish 通过真实浏览器路由 Search，绝不提供缓存结果，然后将 Fetch、Browser 和 Agent 链接起来，使单个任务能够搜索、抓取、绕过机器人检测并填写表单，无需整合四个供应商。Web Agent 在 Mind2Web 上得分 89.9%，Browser 冷启动时间低于 250 毫秒。
The Zebra 的保险团队、旅游元搜索运营商以及像 TestSprite 这样的质量保证平台使用它进行报价工作流、价格监控和自主测试。agent.tinyfish.ai/mcp 上的 MCP 支持通过一个配置块接入 Claude、Cursor 及其他 MCP 客户端。
搜索API每次请求返回最新的浏览器渲染结果，价格为$0.00
Fetch API将任何URL转换为干净的Markdown、JSON或HTML，价格为$0.00每个URL
Web Agent API每步收费$0.016，Mind2Web基准准确率达89.9%
浏览器API以每分钟$0.002运行隐身会话，冷启动时间低于250毫秒
一个API密钥覆盖搜索、Fetch、Agent和Browser，使用共享钱包计费
agent.tinyfish.ai/mcp上的MCP服务器支持Claude、Cursor和MCP兼容客户端
企业级提供ISO 27001、SSO、审计日志、VPC部署和99.99%的正常运行时间SLA
搜索和Fetch API无论钱包余额如何都是免费的
四个Web API共享一个密钥和一个计费钱包
在公共Web Agent基准测试中达到89.9%的Mind2Web准确率
支持Claude和Cursor的MCP原生集成
按使用付费，无订阅或月最低消费
Agent和Browser的使用需要预付钱包资金
默认并发限制为2个Agent运行和5个浏览器会话
企业功能如SSO和VPC需要销售合同
钱包余额归零后，付费API停止，直到充值资金
Is TinyFish free to start?
Yes, TinyFish Search and Fetch APIs are free at any Wallet balance and never draw from it. New accounts get $8 in Wallet funds to try Agent and Browser. There is no subscription, no monthly minimum, and no credit card required to sign up.
What APIs does TinyFish offer?
TinyFish offers Search for live web results, Fetch for clean page content, Web Agent for multi-step automation, and Browser for stealth cloud sessions. All four share one API key, one Wallet, and MCP integration at agent.tinyfish.ai/mcp.
How much does TinyFish Agent cost?
TinyFish Agent costs $0.016 per step against your Wallet balance. The default limit is 2 concurrent runs. At 1,000 agent steps per month, TinyFish lists a competing stack cost of $2,400 versus $16.00 on TinyFish.
How accurate is the TinyFish Web Agent?
TinyFish reports 89.9% accuracy on the public Mind2Web benchmark for its Web Agent. The agent navigates pages, fills forms, authenticates into sites, and returns structured results for production workflows like insurance quoting.
Does TinyFish work with MCP clients?
Yes, TinyFish ships an MCP server at https://agent.tinyfish.ai/mcp. Add it to Claude Code, Cursor, or any MCP-compatible client with one config block. Direct REST APIs and SDKs are also available for custom integrations.
What does TinyFish Browser handle?
TinyFish Browser provides stealth cloud sessions that bypass login walls, Cloudflare, and Akamai bot checks. Sessions support persistent state with sub-250ms cold starts and an 85% anti-bot pass rate. Pricing is $0.002 per minute with 5 concurrent sessions by default.