TinyFish is the production web operations layer for AI and agents so they can reach live web systems, complete workflows, and return evidence, not just answers.
TinyFish makes the live web production usable at runtime. It handles source discovery, clean reading, dynamic page execution, and reliable workflow completion so teams can ship agent features without stitching together a fragile multi vendor web stack.
Core products - All Behind One API
Search: Find current sources on the live web and return structured results.
Fetch: Turn live pages into clean, AI ready content instead of HTML junk.
Agent: Goal based execution that navigates, retries, recovers, and returns structured outputs and evidence.
Browser: Remote browser sessions for dynamic or protected sites, compatible with CDP workflows.
Security and authenticated workflows
Vault: Secure credential handling via password managers such as 1Password and Bitwarden. Credentials are injected at runtime and not exposed to the LLM.
Profiles: Persistent browser sessions that preserve cookies and state so agents can stay logged in across runs and behave like a returning visitor.
How they work together: Profiles keep sessions warm. Vault is used to re authenticate safely when a session expires, then the refreshed state is persisted back to the profile.
Highlights
Where TinyFish fits: Your application logic and model stay the same. TinyFish runs the live web layer underneath so workflows can complete in real systems with evidence.
Optimized for production outcomes: TinyFish focuses on AI ready input and first pass correctness so workflows finish faster with fewer retries.
Lower assembly tax: TinyFish packages the web operations layer needed for real world agent reliability.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
This listing offers two free usage dimensions, both billed at no cost. Free Search covers web search requests, capped at 30 requests per minute. Free Fetch covers URL content retrieval, capped at 150 URLs per minute. The two dimensions are independent options, not stacked tiers. Neither consumes credits or requires a card to start. Pricing does not scale with volume; instead, each dimension applies a per-minute rate limit. When you hit a limit, you receive a rate-limit response rather than a charge. You can use each dimension separately or together within your workflows.
Top-of-mind questions for buyers
What counts as one request for Free Search versus one URL for Free Fetch?
Free Search counts each web search query as one request, capped at 30 requests per minute. Free Fetch counts each URL you submit for content retrieval, capped at 150 URLs per minute. You can submit up to 10 URLs in a single Fetch request, and each URL is processed independently.
What happens when I hit the rate limit on Free Search or Free Fetch?
When you exceed the per-minute rate limit, you receive a 429 rate-limit response. You are not charged a surprise fee. The limit resets each minute, so you can continue once the window clears. Neither dimension consumes credits at any point.
Do failed Fetch requests count against my usage or trigger charges?
No. Both dimensions are free, so nothing accrues. For Fetch, a per-URL failure such as a timeout or block appears in the errors list alongside a 200 response. One failure does not fail the whole batch, and you pay nothing for it.
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Vendor refund policy
Refunds. Except as expressly stated in these Terms, fees are non-refundable. If you purchase a subscription through our online checkout for the first time, you may request a full refund within 14 days of your initial purchase by contacting us at info@tinyfish.ai. This 14-day refund right applies only to your initial purchase of a subscription and does not apply to renewals, upgrades, or any subsequent purchases.
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