crawldiff
git log for any website.
Track what changed on any website. Git-style diffs with optional AI summaries.
Powered by Cloudflare's /crawl endpoint.
pip install crawldiff
# Snapshot a site
crawldiff crawl https://stripe.com/pricing
# Come back later. See what changed.
crawldiff diff https://stripe.com/pricing --since 7d
What is this
A CLI tool for tracking website changes over time. It crawls pages via Cloudflare's /crawl endpoint, stores markdown snapshots locally in SQLite, and produces unified diffs between crawls. Optionally summarizes changes with AI.
No SaaS subscriptions. No proprietary dashboards. Just crawldiff diff.
Setup (30 seconds)
You need a free Cloudflare account. That's it.
# Install
pip install crawldiff
# Set your Cloudflare credentials (free tier: 5 jobs/day, 100 pages/job)
export CLOUDFLARE_ACCOUNT_ID="your-account-id"
export CLOUDFLARE_API_TOKEN="your-api-token"
# Or save to config (env vars take precedence over config file)
crawldiff config set cloudflare.account_id your-id
crawldiff config set cloudflare.api_token your-token
Usage
Track changes on any website
# Take a snapshot
crawldiff crawl https://competitor.com
# Later, see what changed
crawldiff diff https://competitor.com --since 7d
# Output as JSON (pipe to jq, Slack, wherever)
crawldiff diff https://competitor.com --since 7d --format json
# Save a markdown report
crawldiff diff https://competitor.com --since 30d --output report.md
Watch a site continuously
# Check every hour, get notified when something changes
crawldiff watch https://stripe.com/pricing --every 1h
# Check every 6 hours, skip AI summary
crawldiff watch https://competitor.com --every 6h --no-summary
View history
crawldiff history https://stripe.com/pricing
Crawl History — https://stripe.com/pricing
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┓
┃ Job ID ┃ Date ┃ Pages ┃
┡━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━┩
│ cf-job-abc-123 │ 2026-03-13 09:00:00 │ 12 │
│ cf-job-def-456 │ 2026-03-06 09:00:00 │ 11 │
│ cf-job-ghi-789 │ 2026-02-27 09:00:00 │ 11 │
└────────────────┴─────────────────────┴───────┘
More options
# Deeper crawl
crawldiff crawl https://docs.react.dev --depth 3 --max-pages 100
# Static sites (faster, no browser rendering)
crawldiff crawl https://blog.example.com --no-render
# Ignore whitespace noise in diffs
crawldiff diff https://example.com --since 7d --ignore-whitespace
AI Summaries (optional)
crawldiff can optionally summarize diffs using an LLM. Three providers are supported:
# Cloudflare Workers AI (free, uses your existing CF account)
crawldiff config set ai.provider cloudflare
# Anthropic Claude
pip install crawldiff[ai]
crawldiff config set ai.provider anthropic
export ANTHROPIC_API_KEY="sk-..."
# OpenAI
pip install crawldiff[ai]
crawldiff config set ai.provider openai
export OPENAI_API_KEY="sk-..."
Don't want AI? Just use --no-summary. Diffs work fine without it.
How it works
1. crawldiff crawl <url>
└─→ Cloudflare /crawl API (headless browser, respects robots.txt)
└─→ Store Markdown snapshots in local SQLite (~/.crawldiff/)
2. crawldiff diff <url> --since 7d
└─→ Cloudflare /crawl with modifiedSince (only fetches changed pages)
└─→ Diff against stored snapshot (unified diff via difflib)
└─→ AI summary (optional)
└─→ Syntax-highlighted diffs in the terminal (via rich)
Cloudflare's modifiedSince parameter means repeat diffs only fetch changed pages, not the entire site.
Comparison
| crawldiff | Visualping | changedetection.io | Firecrawl | |
|---|---|---|---|---|
| Open source | Yes | No | Yes | Yes |
| CLI-native | Yes | No | API | API |
| AI summaries | Built-in | No | Via plugins | Extraction |
| Incremental crawling | Yes (modifiedSince) |
No | No | No |
| Local-first storage | SQLite | Cloud | Self-host or cloud | Cloud |
| JSON/pipe output | Yes | No | Yes | Yes |
| Free tier | 5 jobs/day, 100 pages | Limited | Yes (self-host) | 500 credits |
All commands
crawldiff crawl <url> Snapshot a website
crawldiff diff <url> Show what changed (the main command)
crawldiff watch <url> Monitor continuously
crawldiff history <url> View past snapshots
crawldiff config set|get|show Manage settings
Contributing
Pull requests and bug reports are welcome. See CONTRIBUTING.md to get started.
License
MIT
Release files for crawldiff 0.1.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| crawldiff-0.1.4.tar.gz | 33.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| crawldiff-0.1.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 61.9 kB
Release files / crawldiff-0.1.4.tar.gz
| Download URL | crawldiff-0.1.4.tar.gz |
|---|---|
| Size | 33.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
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PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency logRelease files / crawldiff-0.1.4-py3-none-any.whl
| Download URL | crawldiff-0.1.4-py3-none-any.whl |
|---|---|
| Size | 28.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3bd3d5f11a62ebfb1dd9112f97e155f3395c3432abc0717ce6fa8fca33ca54ef
|
|
BLAKE2b-256 checksum How to use checksums |
0d2874409e4d1cc1ff7cd2aa84d6729b67916a6022da957b1d2a94e16c0659e0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Mar 14, 2026.
Transparency log