Context7 vs Firecrawl
Context7 (Upstash) and Firecrawl (Firecrawl) side by side on public data, as of Oct 9, 2026.
Firecrawl has 5.7x the weekly package downloads of Context7 (2.7M against 480K). Firecrawl has 3.0x the GitHub stars of Context7 (190K against 62.8K). Over the last 30 days downloads moved -33% for Context7 and -6% for Firecrawl. Context7 shipped 44 stable releases in the past 90 days.
Side-by-side numbers
| Metric | Context7 | Firecrawl |
|---|---|---|
| Gid Score | 44 | 63 |
| Overall rank | #73 | #14 |
| Downloads, last 7 days | 480K | 2.7M |
| Downloads, 7-day change | up 5.6% | down 3.5% |
| Downloads, 30-day change | down 32.9% | down 5.6% |
| VS Code installs | — | — |
| Marketplace rating | — | — |
| GitHub stars | 62.8K | 190K |
| Homebrew installs, 30 days | — | — |
| Hacker News mentions, 30 days | 2 | 12 |
| Latest stable release | 0.5.15 · yesterday | 2.11.0 · 3mo ago |
| Stable releases, 90 days | 44 | 0 |
| Terminal-Bench (best run) | — | — |
| Price | Free + $10/mo | Free + $16/mo |
| License | MIT | AGPL-3.0 |
| First released | — | — |
| Interfaces | MCP server, REST API | REST API, Python SDK, TypeScript SDK, MCP server |
| Models |
Trends
Context7
Gives coding agents up-to-date, version-specific documentation and code examples for libraries, through an MCP server or API, instead of relying on what the model memorised.
Pricing: Free for individuals with 1,000 API calls a month. Pro is $10 per seat a month with 2,000 calls per seat, then $5 per 1,000 calls.
Latest release 0.5.15:
- c1e314b: ctx7 setup now downloads the find-docs and context7-mcp skills directly from GitHub instead of the deprecated Skill Hub API.
Firecrawl
Turns websites into clean Markdown or structured data for AI agents: scrape, crawl, map and search the web through one API.
Pricing: Free plan with 1,000 credits a month. Hobby is $16 a month (5,000 credits) and Standard $83 a month (100,000 credits), billed yearly. Self-hosting the open-source version is free.
Latest release 2.11.0:
- Firecrawl Research Index — Added a specialized index for agentic AI/ML research: search across 3M+ arXiv papers and the GitHub code behind them (issues, merged PRs, and READMEs, refreshed daily),…
- Keyless access for core endpoints — Use /scrape, /search, /interact, and /parse without an API key from official MCP, CLI, and SDK clients.
- Automatic PII redaction — Added a redactPII option that strips personal and sensitive data like names, emails, phone numbers, addresses, and secrets out of scraped content before it's returned.
- deterministicJson format — Added a format that returns structured JSON without running an LLM on every request. Firecrawl generates a reusable extractor for your schema and caches it per site, so…