vs. research APIs
StartupKit vs Firecrawl
Turn any website into clean markdown for LLMs — scrape, crawl, map. Credit-based subscriptions (Standard: $83/mo billed yearly for 100k credits) plus $5 auto-reload batches.
Details verified on Firecrawl's pricing page on September 2, 2026.
Side by side
StartupKit
Firecrawl
Price
Free (1 project). Pro $28/mo (unlimited projects)
Free 1k credits/mo; $16–$83+/mo
Agent tooling
MCP server (16 tools), CLI (npx startupkit), agent handoff prompt + skill
MCP server for their search/scrape API
Research
Structured data: DataForSEO, Google Trends, NameBio, Appfigures, SERP, registrars
Scrape, crawl, and map any site into LLM-ready markdown; Search, browser interaction, and monitoring endpoints; Has an MCP server for agent integration
Launch
/kit listing page in every scaffold: paste-ready copy, brand assets, 15-directory tracker
None
Projects
1 free forever, unlimited on Pro
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What Firecrawl does well
- Scrape, crawl, and map any site into LLM-ready markdown
- Search, browser interaction, and monitoring endpoints
- Has an MCP server for agent integration
Where StartupKit picks up
- Raw page content — analyzing it is your agent's problem
- No SEO metrics, keyword volumes, or trend data
- No domain availability, app store, or NameBio data
- No SaaS kit, no launch tooling
Structured market data, not web pages
Raw page content — analyzing it is your agent's problem No SEO metrics, keyword volumes, or trend data No domain availability, app store, or NameBio data No SaaS kit, no launch tooling. StartupKit adds the rest of the lifecycle: research your agent can compute against, a production SaaS kit, and launch tooling.