MCP Comparison · 2026
AgentQL vs Firecrawl MCP Server
Comparing AgentQL and Firecrawl as MCP servers? AgentQL (query webpages) is best when structured page extraction. Firecrawl (scrape with firecrawl) is best when js-rendered page scraping. Both run as Model Context Protocol servers and can coexist in the same client. Updated 2026.
Side-by-side specs
Pulled from each MCP's verified fact sheet.
| AgentQL | Firecrawl | |
|---|---|---|
| Primary function | Query Webpages | Scrape with Firecrawl |
| Maintainer | Tinyfish | Firecrawl |
| Pricing | Freemium | Freemium |
| Setup complexity | Low · ~3 min | Low · ~3 min |
| Transport | stdio | stdio, Streamable HTTP, SSE |
| Auth model | API key | API key |
| License | MIT | MIT |
| Language | TypeScript | JavaScript |
| Latest version | latest | latest |
| Compatible clients | Claude, Cursor, Any MCP-compatible client | Claude, Cursor, Any MCP-compatible client, Firecrawl accounts |
| Last verified | 2026-05-26 | 2026-05-27 |
Which one should you pick?
Decision rubric drawn from each MCP's documented strengths.
Choose AgentQL
- Structured page extraction
- Schema-driven scraping
- Bulk data collection from messy HTML
Choose Firecrawl
- JS-rendered page scraping
- Multi-page crawls (docs sites)
- Schema-driven structured extraction
Pick something else if…
- Interactive multi-step flows
- Sites with an existing API
Feature breakdown
Key capabilities each server ships out of the box.
AgentQL
- Natural-language queries
- JSON output typed to your shape
- Resilient to layout changes
- Built-in pagination support
Firecrawl
- scrape + crawl + extract + search tools
- JS-rendered page support
- Clean markdown output
- stdio, HTTP, and SSE transports
- MIT, vendor-maintained
Install snippets
Open the detail page for ready-to-paste config for every major client.
FAQ
AgentQL vs Firecrawl: which MCP server should I use?
Pick AgentQL when structured page extraction. Pick Firecrawl when js-rendered page scraping. AgentQL is built for query webpages, while Firecrawl focuses on scrape with firecrawl.
Can I run both AgentQL and Firecrawl together?
Yes. MCP clients run each server as a separate process and surface every server's tools simultaneously, so you can install both and let your agent decide which to call. Be deliberate with auth scopes when stacking servers.
How fresh is this comparison?
Updated for 2026. AgentQL's last verification: 2026-05-26. Firecrawl's last verification: 2026-05-27. We refresh detail-page facts on every catalog rebuild.
More AgentQL comparisons
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