Guide, updated Oct 16, 2026
Best search and web data APIs for AI agents
APIs that give agents fresh web search and clean page content. We list 7 search and web data APIs, 1 open source. Summaries come from each vendor's own site and every link was checked on or before Oct 16, 2026.
Shortlist
All 7 at a glance
Alphabetical. Nothing in this guide is a paid placement.
| Tool | What it does | Open source | More |
|---|---|---|---|
| Apify | Marketplace of ready-made scrapers and automation tools callable by agents. | No | Alternatives |
| Brave Search API | Independent web search API covering a 40B+ page index. | No | Alternatives |
| Exa | Search API built for AI agents, with real-time web data and deep research. | No | Alternatives |
| Firecrawl | Turns websites into clean, LLM-ready data with crawl, scrape, and search APIs. | Yes | Alternatives |
| Jina Reader | Converts any URL to Markdown for grounding LLMs. | No | Alternatives |
| Parallel | Web search, extraction, and monitoring APIs built for AI. | No | Alternatives |
| Tavily | Real-time search and content extraction APIs for agents. | No | Alternatives |
How to choose
What to check before you pick
- Job to be done: search results, full page content, crawling a whole site, or long-running research.
- Output format: clean Markdown or structured data that fits in a model's context.
- Freshness and index: real-time fetching versus a pre-built index.
- Rate limits and latency for your agent's loop.
- Pricing unit: per search, per page or per credit. Check each vendor's pricing page.
This checklist is general advice. Check each vendor's docs and pricing page for current details.
The tools
Each option in one paragraph
Apify
apify.comMarketplace of ready-made scrapers and automation tools callable by agents.
In their words: “Apify: Marketplace of ready-to-run tools for AI”
Brave Search API
brave.comIndependent web search API covering a 40B+ page index.
In their words: “Brave Search API | Brave”
Exa
exa.aiSearch API built for AI agents, with real-time web data and deep research.
In their words: “Exa | Search API for AI Agents, Real-Time Web Data”
Firecrawl
firecrawl.devTurns websites into clean, LLM-ready data with crawl, scrape, and search APIs.
In their words: “Firecrawl | Web Data API for AI Agents”
Jina Reader
jina.aiConverts any URL to Markdown for grounding LLMs.
In their words: “Reader API - Jina AI”
Parallel
parallel.aiWeb search, extraction, and monitoring APIs built for AI.
In their words: “Parallel - Web Infrastructure for AI Agents”
Tavily
tavily.comReal-time search and content extraction APIs for agents.
In their words: “Tavily”
Head to head
Compare them side by side
FAQ
Questions
Which search and web data APIs does Agent Stack Directory list?
7: Apify, Brave Search API, Exa, Firecrawl, Jina Reader, Parallel, Tavily.
Which of them are open source?
Firecrawl are marked open source in our data.
How is this list ordered?
Alphabetically. No placement in this guide is paid. Sponsored and featured tools are labeled elsewhere on the site and never reordered here.
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