Apify Actors MCP vs Context7
Context7 is currently the stronger option based on benchmark score, installability, and documentation quality. Apify Actors MCP scores 17/100 and Context7 scores 25/100.
Comparison
| Attribute | Apify Actors MCP | Context7 |
|---|---|---|
| Category | Web Scraping & Crawling | Developer Tools |
| GitHub stars | 10,336 | 62,848 |
| Forks | 306 | 3,060 |
| License | MIT | MIT |
| Last commit | Oct 9, 2026 | Oct 10, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code | Claude Desktop, Cursor, VS Code, Windsurf, Cline |
| Best for | Run prebuilt web scrapers | Fetch current library documentation |
| Risk level | High | High |
| Popularity score | 72 | 89 |
| Freshness score | 100 | 100 |
| Maintenance score | 100 | 100 |
| GEO score | 90 | 91 |
| Benchmark score | 17 | 25 |
| Install status | unknown | unknown |
| Startup status | unknown | unknown |
| Capability discovery | timeout | skipped |
| Capabilities | 0 tools / 0 resources / 0 prompts | 0 tools / 0 resources / 0 prompts |
| Docs score | 0 | 0 |
| Config score | 0 | 0 |
| Safety score | 0 | 0 |
| Last tested | Oct 19, 2026 | Oct 19, 2026 |
When to choose Apify Actors MCP
- Your main use case is Run prebuilt web scrapers.
When to choose Context7
- You want broader GitHub adoption — Context7 has 62.8K stars vs 10.3K.
- You want the more recently maintained option (last commit Oct 10, 2026).
- Your main use case is Fetch current library documentation.
Alternatives to Apify Actors MCP and Context7
- Firecrawl MCP★ 7.6K · Web Scraping & Crawling
crawl websites and convert pages into clean markdown or structured data
- Exa MCP★ 5.1K · Search & Retrieval
search the web and retrieve high-quality, AI-ready results in real time
- apify-mcp-server★ 10.3K · Web Scraping & Crawling
extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
- pinkpixel-dev-web-scout-mcp★ 136 · Web Scraping & Crawling
search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…
- ScrapeGraphAI-scrapegraph-mcp★ 115 · Web Scraping & Crawling
enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
- oxylabs-oxylabs-mcp★ 104 · Web Scraping & Crawling
fetch and process content from specified URLs using the Oxylabs Web Scraper API
Frequently asked questions
What is the difference between Apify Actors MCP and Context7?
Apify Actors MCP is an MCP server that helps AI assistants run thousands of prebuilt Apify Actors to scrape and automate the web. Context7 is an MCP server that helps AI assistants pull up-to-date, version-specific library documentation and code examples. Apify Actors MCP is best for Run prebuilt web scrapers, while Context7 is best for Fetch current library documentation.
Is Apify Actors MCP or Context7 more popular on GitHub?
Context7 is more popular, with about 62.8K GitHub stars versus 10.3K.
Which is more actively maintained, Apify Actors MCP or Context7?
Apify Actors MCP's most recent commit was Oct 9, 2026, and Context7's was Oct 10, 2026. More recent activity is a signal of active maintenance.
Are Apify Actors MCP and Context7 open source?
Apify Actors MCP is open-source under the MIT license. Context7 is open-source under the MIT license.
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