Scrapy
by Scrapy · Open source Python framework for web scraping and crawling
BenchRank score
Screenshots of Scrapy
Homepage
Overview
Scrapy is an open source Python framework for web scraping. `scrapy startproject` lays out a project with spiders, items, pipelines and settings, and `scrapy crawl` runs it. The core covers CSS and XPath selectors, an async engine with throttling, item pipelines and feed exports to JSON, CSV and S3; browser rendering, monitoring and anti-ban come from add-ons.
- Best for
- Python developers building maintainable crawlers that extract public web data at scale.
- Pricing
- No prices are shown; the pages describe Scrapy as free, open source and BSD-licensed.
Strengths and trade-offs
Strengths
- CSS and XPath selectors, mixable, with regex and defaults
- Scaffolds a full project: spiders, items, pipelines, settings
- Async engine with throttling; feed exports to JSON, CSV, S3
- 15+ years of releases, 500+ contributors, maintained by Zyte
Trade-offs
- Browser rendering, monitoring and anti-ban need separate extensions
- Python-only; assumes you can write and maintain spider code
- Reactor-less mode was still experimental at v2.15.0
- A framework you host yourself, not a managed scraping service
How Scrapy markets itself
A structured read of the promise, proof and page design on Scrapy’s captured homepage.
Homepage capture
“The world's most-used open source data extraction framework”
- Angle: Developer-first
- Hero: Terminal / CLI
Pricing
Published plans and prices from Scrapy’s own pricing page.
How this score is made up
Each dimension is scored out of 100 and combined into the headline score using fixed weights.
MCP support
Whether an agent can drive the product through the Model Context Protocol, and how much setup that takes.
API quality
Public API surface: machine-readable spec, official SDKs, documented auth, errors, rate limits and versioning.
Documentation
Publicly reachable docs — coverage, freshness, code samples and machine readability.
Agent friendliness
How readable the site is to an automated client: llms.txt, structured data, server-rendered content, crawler access.
Changelog
A public, dated record of what shipped and when — the clearest signal that a product is still alive.
Marketing site structure
Whether the site answers a buyer's questions: clear positioning, the pages that matter, and accessibility.
Page speed
How fast the site loads for real visitors: Chrome UX Report 75th-percentile LCP, INP and CLS, with a Lighthouse mobile run standing in where a site has too little traffic for field data.
Operational trust
Status page and incident history, security disclosure, compliance and data-processing documentation.
Measured, but not part of the score
Useful to know, but not a mark for or against the product — so these do not affect the ranking.
Openness
Source availability, self-hosting, data export and open standards. Scored and shown, but not part of the composite — paid SaaS is not worse for being paid SaaS.
Maintenance
Release cadence and repository activity. Scored and shown, but not part of the composite — it is only measurable for open repositories.
This doesn’t look right — report a problem with Scrapy’s score
Where this comes from
The Scrapy pages BenchRank reads when it scores the product — its documentation, release notes, status and security pages, and its repository where there is one.
Alternatives in Frameworks & Libraries
Ranked 1
81.9 — BenchRank score out of 100Encore
Encore · Declare backend infrastructure in Go or TypeScript, deploy to your own cloud
Best for: Teams building Go or TypeScript backends on their own AWS or GCP without a platform team
Ranked 2
80 — BenchRank score out of 100Convex
Convex · Reactive TypeScript backend with database, functions, sync and search
Best for: Teams building TypeScript apps that want database, functions, sync and file storage in one backend
Ranked 3
78.9 — BenchRank score out of 100Builder.io
Builder · Collaborative platform for building software with AI agents
Best for: Product teams wanting designers, PMs and marketers to edit the real codebase alongside engineers
Is this your product?
Claim Scrapy to manage its profile. Claiming lets you suggest edits to the descriptive fields — it never changes scores or rankings.