head to head · open source
changedetection.io vs firecrawl-mcp-server
changedetection.io has 35,461 GitHub stars, 2,194 forks, 385 open issues and last shipped yesterday. firecrawl-mcp-server has 7,751 stars, 926 forks, 136 open issues and last shipped yesterday. changedetection.io leads on adoption by 358% (35,461 vs 7,751 stars). changedetection.io is written in Python under Apache-2.0; firecrawl-mcp-server is written in JavaScript under MIT. changedetection.io has attracted 6% as many forks as stars, firecrawl-mcp-server 12%. firecrawl-mcp-server was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| changedetection.io | firecrawl-mcp-server | |
|---|---|---|
| GitHub stars | ★ 35K | ★ 7.8K |
| License | Apache-2.0 | MIT |
| Written in | Python | JavaScript |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 2.2K | ⑂ 926 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick changedetection.io if
- You weight community size — 35K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick firecrawl-mcp-server if
- You want the firecrawl-mcp-server feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches JavaScript
- You evaluated both and firecrawl-mcp-server fits your workflow better
About changedetection.io
Detect Website Changes Automatically — Monitor Web Page Changes in Real Time Monitor websites for updates — get notified via Discord, Email, Slack, Telegram, Webhook and many more. Detect web page content changes and get instant alerts. Ideal for monitoring price changes, content edits, conditional changes and more. [![Release Version][release shield]][release link] [![Docker Pulls][docker pulls]][docker link] [![License][license shield]](LICENSE.md) Get started with website page change monitoring straight away. Don't have time? Try our $8.99/month subscription, use our proxies and support! , half the price of…
read the full changedetection.io overview →
About firecrawl-mcp-server
Firecrawl MCP Server A Model Context Protocol (MCP) server that brings Firecrawl to MCP compatible AI agents — search, scrape, and interact with the live web for clean, agent ready context. Big thanks to @vrknetha, @knacklabs for the initial implementation! Features Search the web and get full page content Search an index built for coding agents: GitHub issues, merged pull requests, READMEs, and docs Scrape any URL into clean, structured data Interact with pages — click, navigate, and operate Deep research with autonomous agent Automatic retries and rate limiting Cloud and self hosted support SSE support Play…
read the full firecrawl-mcp-server overview →
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Frequently asked questions
Is changedetection.io or firecrawl-mcp-server more popular?
changedetection.io has 35,461 GitHub stars and firecrawl-mcp-server has 7,751. changedetection.io has the larger community by that measure.
Are changedetection.io and firecrawl-mcp-server free?
Both are open source. changedetection.io is licensed under Apache-2.0 and firecrawl-mcp-server under MIT. Neither carries a licence fee.
What is the difference between changedetection.io and firecrawl-mcp-server?
changedetection.io is written in Python and firecrawl-mcp-server in JavaScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, changedetection.io or firecrawl-mcp-server?
Choose changedetection.io if you want the larger community (35,461 stars) or its Apache-2.0 licence terms. Choose firecrawl-mcp-server if its feature set, stack or MIT licence fits better. Both are self-hostable.