# firecrawl vs urllib3

| Attribute | firecrawl | urllib3 |
|---|---|---|
| **vioscaleAI score** | 61.3 (62% (medium)) | 59.5 (60% (medium)) |
| activity.commits_last_30d | 100 | 26 |
| adoption.dependent_repos | 0 | 422,295 |
| adoption.github_stars | 191,380 | 4,071 |
| content.faq | `[{"answer":"Firecrawl extracts clean, structured web content in various formats, automatically handles JavaScript rendering and dynamic page structures, and supports use cases from research and data extraction to competitive intelligence and content monitoring. It is indexed under API Development Tools.","source":"https://firecrawl.dev","question":"What is firecrawl?","confidence":0.6},{"answer":"firecrawl is open source, so it can be self-hosted and used at no licence cost. It is released under the AGPL-3.0 licence. A commercial or hosted edition starts at £445 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://firecrawl.dev","question":"Is firecrawl free to use?","confidence":0.6},{"answer":"firecrawl supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://firecrawl.dev","question":"What platforms does firecrawl support?","confidence":0.6},{"answer":"Yes. firecrawl can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://firecrawl.dev","question":"Can firecrawl be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for firecrawl, including MCP, Claude, Cursor, Windsurf, Codex and OpenCode. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://firecrawl.dev","question":"What does firecrawl integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for firecrawl. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as firecrawl not holding them. Always confirm compliance directly before you rely on it.","source":"https://firecrawl.dev","question":"What security certifications does firecrawl have?","confidence":0.48},{"answer":"Yes. firecrawl is published under the AGPL-3.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/firecrawl/firecrawl","question":"Is firecrawl open source?","confidence":0.95},{"answer":"firecrawl is available worldwide. Its primary market is the United States.","source":"https://firecrawl.dev","question":"Where is firecrawl available?","confidence":0.5}]` | `[{"answer":"urllib3 is a Python HTTP client library that enables applications to make HTTP requests with built-in support for connection pooling, SSL/TLS verification, proxy support, automatic retries, and response compression. It handles the complexities of HTTP communication while simplifying integration into Python projects.","source":"https://urllib3.readthedocs.io","question":"What is urllib3?","confidence":0.95},{"answer":"urllib3 provides thread-safe connection pooling to reuse HTTP connections, client-side TLS/SSL certificate verification for secure connections, built-in proxy support, automatic retry logic for failed requests, and transparent compression handling. These features reduce overhead and improve reliability for HTTP communication.","source":"https://urllib3.readthedocs.io","question":"What are the main technical features of urllib3?","confidence":0.95},{"answer":"Yes, urllib3 is free and open source software with no licensing costs. Optional professional support is available through a Tidelift Subscription for organizations that need dedicated assistance.","source":"https://urllib3.readthedocs.io","question":"Is urllib3 free to use?","confidence":0.95},{"answer":"urllib3 is designed for Python developers and organizations building Python applications that require HTTP client functionality. It's particularly useful for teams needing reliable connection management, security verification, and automated retry handling in their HTTP interactions.","source":"https://urllib3.readthedocs.io","question":"Who should consider using urllib3?","confidence":0.85},{"answer":"urllib3 is a self-hosted library that you integrate directly into your Python application; there are no external services to manage. It runs within your application's Python environment as a dependency.","source":"https://urllib3.readthedocs.io","question":"How is urllib3 deployed?","confidence":0.9},{"answer":"Yes, urllib3 includes REST client capabilities, making it suitable for applications that need to consume HTTP APIs and build client applications that communicate with remote services.","source":"https://urllib3.readthedocs.io","question":"Can urllib3 be used to build REST API clients?","confidence":0.85},{"answer":"urllib3 provides comprehensive API documentation for developers. The documentation is accessible at the project website and covers library features, usage patterns, and integration guidance.","source":"https://urllib3.readthedocs.io","question":"Is documentation available for urllib3?","confidence":0.85}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | An API service that enables AI agents to search, scrape, and interact with web pages, returning clean structured data in multiple formats with automatic JavaScript rendering and complex content handling. | urllib3 is an HTTP client library for Python that adds essential features not available in the standard library, particularly client-side TLS/SSL certificate verification and robust connection management. |
| features.capabilities | `{"api_docs":true,"rest_client":true,"collaboration":true,"pricing_model":"pay_per_page_api","ci_integration":true,"automated_testing":true,"architecture_model":"managed_cloud_api","web_scraping_to_markdown_or_json":true,"mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":true,"javascript_rendering_for_spa_web_scraping":true,"strict_json_schema_forcing_and_validation":true,"tabular_layout_preservation_for_complex_tables":true}` | `{"api_docs":true,"rest_client":true}` |
| integrations.count | 4 | 2 |
| integrations.list | `[{"name":"MCP"},{"name":"Claude"},{"name":"Cursor"},{"name":"Windsurf"},{"name":"Claude Code"},{"name":"Codex"},{"name":"OpenCode"}]` | `[{"name":"Requests"},{"name":"pip"}]` |
| language.primary | TypeScript | Python |
| license.spdx | AGPL-3.0 | MIT |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | - |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Scale","summary":"1 credit per page","components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":1,"currency":"USD"}],"description":"Enterprise plan supporting millions of pages with batch scraping, crawling, and scheduled syncs"}],"summary":"Usage-based: 1 credit per page for scraping/crawling/mapping/monitoring, 2 credits per 10 search results, 2 credits per browser minute for interact. Agent preview with 5 free daily runs. Advanced features cost additional credits.","currency":"USD","freeTier":true,"sourceUrl":"https://firecrawl.dev","retrievedAt":"2026-10-14T11:28:45.952Z","startingPrice":{"unit":"page","amount":1,"currency":"USD"}}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://urllib3.readthedocs.io","retrievedAt":"2026-08-14T11:08:00.574Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | open_source |
| pricing.price_level | low | free |
| pricing.starting_price | `{"amount":1,"currency":"USD"}` | - |
| pricing.transparent | yes | yes |
| release.cadence_days | 15 | 27 |
| release.history | `[{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.11.0","date":"2026-06-19T15:09:30Z","type":"stable","version":"v2.11.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.10","date":"2026-05-15T17:34:45Z","type":"stable","version":"v2.10"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.9.0","date":"2026-04-10T16:36:16Z","type":"stable","version":"v2.9.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.8.0","date":"2026-02-03T17:12:04Z","type":"stable","version":"v2.8.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.7.0","date":"2025-12-05T17:40:32Z","type":"stable","version":"v2.7.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.6.0","date":"2025-11-14T16:13:52Z","type":"stable","version":"v2.6.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.5.0","date":"2025-10-30T04:02:37Z","type":"stable","version":"v2.5.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.4.0","date":"2025-10-13T15:09:11Z","type":"stable","version":"v2.4.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.3.0","date":"2025-09-19T19:01:01Z","type":"stable","version":"v2.3.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.2.0","date":"2025-09-12T14:59:28Z","type":"stable","version":"v2.2.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.1.0","date":"2025-08-29T17:22:37Z","type":"stable","version":"v2.1.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.0.1","date":"2025-08-26T17:18:17Z","type":"stable","version":"v2.0.1"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.0.0","date":"2025-08-19T15:27:57Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.15.0","date":"2025-07-18T14:34:04Z","type":"stable","version":"v1.15.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.14.0","date":"2025-07-04T16:37:59Z","type":"stable","version":"v1.14.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.13.0","date":"2025-06-27T15:19:08Z","type":"stable","version":"v1.13.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.12.0","date":"2025-06-20T15:49:49Z","type":"stable","version":"v1.12.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.11.0","date":"2025-06-13T15:03:33Z","type":"stable","version":"v1.11.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.10.0","date":"2025-06-03T19:37:13Z","type":"stable","version":"v1.10.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.9.0","date":"2025-05-16T18:04:45Z","type":"stable","version":"v1.9.0"}]` | `[{"url":"https://github.com/urllib3/urllib3/releases/tag/2.8.0","date":"2026-09-15T19:40:51Z","type":"stable","version":"2.8.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.7.0","date":"2026-05-07T16:32:49Z","type":"stable","version":"2.7.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.6.3","date":"2026-01-07T16:30:23Z","type":"stable","version":"2.6.3"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.6.2","date":"2025-12-11T15:59:07Z","type":"stable","version":"2.6.2"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.6.1","date":"2025-12-08T15:27:19Z","type":"stable","version":"2.6.1"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.6.0","date":"2025-12-05T15:18:06Z","type":"stable","version":"2.6.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.5.0","date":"2025-06-18T14:19:56Z","type":"stable","version":"2.5.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.4.0","date":"2025-04-10T15:22:59Z","type":"stable","version":"2.4.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.3.0","date":"2024-12-22T07:44:15Z","type":"stable","version":"2.3.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.2.3","date":"2024-09-12T10:50:28Z","type":"stable","version":"2.2.3"},{"url":"https://github.com/urllib3/urllib3/releases/tag/1.26.20","date":"2024-08-29T15:41:42Z","type":"stable","version":"1.26.20"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.2.2","date":"2024-06-17T08:19:23Z","type":"stable","version":"2.2.2"},{"url":"https://github.com/urllib3/urllib3/releases/tag/1.26.19","date":"2024-06-17T17:19:36Z","type":"stable","version":"1.26.19"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.2.1","date":"2024-02-18T03:55:18Z","type":"stable","version":"2.2.1"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.2.0","date":"2024-01-30T15:17:27Z","type":"stable","version":"2.2.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.1.0","date":"2023-11-13T12:29:03Z","type":"stable","version":"2.1.0"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.0.7","date":"2023-10-17T17:46:02Z","type":"stable","version":"2.0.7"},{"url":"https://github.com/urllib3/urllib3/releases/tag/1.26.18","date":"2023-10-17T17:46:31Z","type":"stable","version":"1.26.18"},{"url":"https://github.com/urllib3/urllib3/releases/tag/2.0.6","date":"2023-10-02T17:21:44Z","type":"stable","version":"2.0.6"},{"url":"https://github.com/urllib3/urllib3/releases/tag/1.26.17","date":"2023-10-02T17:21:47Z","type":"stable","version":"1.26.17"}]` |
| security.disclosure_policy | - | yes |
| security.scorecard | - | 8.6 |
| security.soc2 | yes | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Ffirecrawl%2Ffirecrawl%2Fapps%2Fgo-sdk&per_page=100","last_12m":0,"max_severity":null}` | `{"count":22,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=urllib3&per_page=100","last_12m":8,"max_severity":"CRITICAL"}` |

## Capabilities (API Development Tools)

| Capability | firecrawl | urllib3 |
|---|:--:|:--:|
| **Core** |  |  |
| REST client | ✓ | ✓ |
| GraphQL support | - | - |
| gRPC support | - | - |
| **Design** |  |  |
| Mock servers | - | - |
| **Testing** |  |  |
| Automated / contract testing | ✓ | - |
| **Collaboration** |  |  |
| Team collaboration & sharing | ✓ | - |
| **Docs** |  |  |
| Doc generation | ✓ | ✓ |
| **Standards** |  |  |
| OpenAPI / spec import | - | - |
| **Ops** |  |  |
| CI integration / CLI | ✓ | - |

*Source: vioscaleAI. Generated 2026-10-16T19:03:49.957Z. "-" = undocumented, not absent.*