head to head · open source
changedetection.io vs brightdata-mcp
changedetection.io has 35,461 GitHub stars, 2,194 forks, 385 open issues and last shipped yesterday. brightdata-mcp has 2,705 stars, 337 forks, 40 open issues and last shipped yesterday. changedetection.io leads on adoption by 1,211% (35,461 vs 2,705 stars). changedetection.io is written in Python under Apache-2.0; brightdata-mcp is written in JavaScript under MIT. changedetection.io has attracted 6% as many forks as stars, brightdata-mcp 12%. changedetection.io 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 | brightdata-mcp | |
|---|---|---|
| GitHub stars | ★ 35K | ★ 2.7K |
| License | Apache-2.0 | MIT |
| Written in | Python | JavaScript |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 2.2K | ⑂ 337 |
| 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 brightdata-mcp if
- You want the brightdata-mcp feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches JavaScript
- You evaluated both and brightdata-mcp 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 brightdata-mcp
Bright Data MCP Web search, page scraping, structured data extraction, and browser automation for AI agents and LLMs over the Model Context Protocol. Works with AI agents, coding agents, chat assistants, and any MCP compatible client. Quick Start • Pricing • Use Cases • Tools • Agent Skills • Docs • Support Free tier: 5,000 requests per month. No credit card required. Renews monthly. Overview The Bright Data MCP server gives AI agents real time access to public web data. It exposes 69 tools covering: Web search — Google, Bing, and Yandex results as structured data Page scraping — any URL as Markdown or HTML…
read the full brightdata-mcp overview →
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Frequently asked questions
Is changedetection.io or brightdata-mcp more popular?
changedetection.io has 35,461 GitHub stars and brightdata-mcp has 2,705. changedetection.io has the larger community by that measure.
Are changedetection.io and brightdata-mcp free?
Both are open source. changedetection.io is licensed under Apache-2.0 and brightdata-mcp under MIT. Neither carries a licence fee.
What is the difference between changedetection.io and brightdata-mcp?
changedetection.io is written in Python and brightdata-mcp 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 brightdata-mcp?
Choose changedetection.io if you want the larger community (35,461 stars) or its Apache-2.0 licence terms. Choose brightdata-mcp if its feature set, stack or MIT licence fits better. Both are self-hostable.