Comparison
Crawl4ai vs Octagon MCP Server
Crawl4ai has more GitHub stars (85,664 vs 147). Crawl4ai was updated more recently (last commit 4d ago). Data comes straight from GitHub and refreshes daily.
Crawl4ai
Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
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git clone https://github.com/unclecode/crawl4ai
Octagon MCP Server
An MCP server for public & prediction markets research. Ask natural-language questions and get structured, source-backed answers across SEC filings, earnings transcripts,…
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npm install -g octagon-mcp| Metric | Crawl4ai | Octagon MCP Server |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 85,664 | 147 |
| Stars, last 7 days | +47 | n/a |
| Forks | 8,900 | 25 |
| Upvotes | 0 | 0 |
| Language | Python | TypeScript |
| License | Apache-2.0 | MIT |
| Last commit | 4d ago | 3mo ago |
| Created | May 2024 | Mar 2025 |
| Categories | Browser automation, Memory & knowledge, Data & analytics | Finance & crypto, Data & analytics |