# firecrawl vs Stoplight

**Leader by vioscaleAI score:** firecrawl

| Attribute | firecrawl | Stoplight |
|---|---|---|
| **vioscaleAI score** | 61.3 (62% (medium)) | 47.3 (61% (medium)) |
| activity.commits_last_30d | 100 | 0 |
| adoption.dependent_repos | 0 | 0 |
| adoption.github_stars | 191,380 | 872 |
| 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":"A platform for designing APIs using OpenAPI specifications with visual editors, automatic documentation generation, mock servers, and team collaboration features for API governance across organizations. It is indexed under API Development Tools.","source":"https://stoplight.io/pricing","question":"What is Stoplight?","confidence":0.6},{"answer":"Stoplight offers a free tier, so you can start without paying. Paid plans start at $11 per user 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://stoplight.io/pricing","question":"Is Stoplight free?","confidence":0.6},{"answer":"Stoplight supports the web, Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://stoplight.io/pricing","question":"What platforms does Stoplight support?","confidence":0.6},{"answer":"Yes. Stoplight can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://stoplight.io/pricing","question":"Can Stoplight be self-hosted?","confidence":0.6},{"answer":"We have confirmed 7 integrations for Stoplight, including GitHub, GitLab, Azure DevOps, Bitbucket, Google Analytics, LDAP and SAML. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://stoplight.io/pricing","question":"What does Stoplight integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Stoplight. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Stoplight not holding them. Always confirm compliance directly before you rely on it.","source":"https://stoplight.io/security-practices","question":"What security certifications does Stoplight have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":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. | Stoplight is a design-first platform that facilitates collaborative API development, enabling teams to design APIs using OpenAPI specifications, generate interactive documentation, create mock servers, and enforce consistency standards across API programs. |
| 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,"mock_server":true,"rest_client":true,"collaboration":true,"ci_integration":true,"openapi_import":true,"graphql_support":true}` |
| integrations.count | 4 | 7 |
| integrations.list | `[{"name":"MCP"},{"name":"Claude"},{"name":"Cursor"},{"name":"Windsurf"},{"name":"Claude Code"},{"name":"Codex"},{"name":"OpenCode"}]` | `[{"name":"GitHub"},{"name":"GitLab"},{"name":"Azure DevOps"},{"name":"Bitbucket"},{"name":"Google Analytics"},{"name":"LDAP"},{"name":"SAML"},{"name":"Postman","native":true,"direction":"inbound"}]` |
| language.primary | TypeScript | - |
| license.spdx | AGPL-3.0 | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"mac":true,"web":true,"linux":true,"windows":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":"subscription","plans":[{"free":true,"name":"Free","summary":"Free tier: 1 project, 1 user","features":["API editor","OpenAPI/JSON schema visual designer","Code-based editing","Schema reuse","Design validation","Git sync","Documentation editor","OpenAPI export","Local mock servers","Automatic mock servers","Request validation","Interactive API docs","API console"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"users":"1","projects":"1"}},{"free":false,"name":"Basic","summary":"$44/month (annual), first 3 users free, $11 per additional user/month","features":["OpenAPI/JSON schema visual designer","Interactive docs","Instant mock servers"],"minSeats":3,"commitment":"annual","components":[{"kind":"fixed","amount":44,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"seat","amount":11,"period":"month","currency":"USD"}],"description":"Design an API as an individual","contactSales":false,"includedLimits":{"projects":"Unlimited","users_included":"3"}},{"free":false,"name":"Startup","summary":"$113/month (annual), first 8 users free, $11 per additional user/month","features":["Private projects","Multi-branch support","Custom domains and theming","Google Analytics integration","Approved email domains"],"minSeats":8,"commitment":"annual","components":[{"kind":"fixed","amount":113,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"seat","amount":11,"period":"month","currency":"USD"}],"description":"Build an API program for small teams","contactSales":false,"includedLimits":{"projects":"Unlimited","users_included":"8"}},{"free":false,"name":"Pro Team","summary":"$362/month (annual), first 15 users free, $22 per additional user/month","features":["Up to 20 teams","Shared style guides","Workspace groups","Remove Stoplight branding","Self-hosted Git providers","Activity logs","LDAP & SAML SSO","Component libraries"],"minSeats":15,"commitment":"annual","components":[{"kind":"fixed","amount":362,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"seat","amount":22,"period":"month","currency":"USD"}],"description":"Govern APIs across your organization","contactSales":false,"includedLimits":{"teams":"20","projects":"Unlimited","users_included":"15"}},{"free":false,"name":"Enterprise","summary":"Custom pricing. Contact sales.","features":["Custom pricing","Unlimited projects and teams","Custom payment terms","Invoicing","Priority support"],"description":"Your API program at scale","contactSales":true,"includedLimits":{"teams":"Unlimited","projects":"Unlimited"}}],"summary":"From $44/month billed annually. Free tier available with 14-day trials on paid plans.","currency":"USD","freeTier":true,"sourceUrl":"https://stoplight.io/pricing","retrievedAt":"2026-08-14T08:31:37.087Z","freeTrialDays":14,"startingPrice":{"amount":11,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | commercial |
| pricing.price_level | low | low |
| 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/stoplightio/studio/releases/tag/v2.10.0-stable.9587.git-0533c10","date":"2024-02-29T17:12:57Z","type":"stable","version":"v2.10.0-stable.9587.git-0533c10"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.10.0-stable.9586.git-8c1d2e0","date":"2024-02-21T18:53:11Z","type":"stable","version":"v2.10.0-stable.9586.git-8c1d2e0"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.10.0-stable.9584.git-ab7ee89","date":"2023-11-16T15:44:03Z","type":"stable","version":"v2.10.0-stable.9584.git-ab7ee89"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.10.0-stable.8870.git-32fa2af","date":"2022-12-13T16:56:05Z","type":"stable","version":"v2.10.0-stable.8870.git-32fa2af"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.10.0-stable.8821.git-e47fcf5","date":"2022-12-01T21:19:12Z","type":"stable","version":"v2.10.0-stable.8821.git-e47fcf5"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.1-stable.7959.git-777e356","date":"2022-07-13T17:10:02Z","type":"stable","version":"v2.8.1-stable.7959.git-777e356"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.1-stable.7704.git-1ff85af","date":"2022-05-23T23:49:21Z","type":"stable","version":"v2.8.1-stable.7704.git-1ff85af"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.7492.git-68a3857","date":"2022-04-14T18:27:44Z","type":"stable","version":"v2.8.0-stable.7492.git-68a3857"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.7260.git-04f3365","date":"2022-02-28T18:02:38Z","type":"stable","version":"v2.8.0-stable.7260.git-04f3365"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.7236.git-cc3bce2","date":"2022-02-24T16:40:03Z","type":"stable","version":"v2.8.0-stable.7236.git-cc3bce2"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.7145.git-d6b6ed0","date":"2022-02-01T18:14:52Z","type":"stable","version":"v2.8.0-stable.7145.git-d6b6ed0"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.6977.git-e218f17","date":"2021-12-20T20:57:26Z","type":"stable","version":"v2.8.0-stable.6977.git-e218f17"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.8.0-stable.6878.git-fbaa089","date":"2021-12-02T22:20:01Z","type":"stable","version":"v2.8.0-stable.6878.git-fbaa089"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.6547.git-2cf5b62","date":"2021-10-12T22:13:22Z","type":"stable","version":"v2.3.0-stable.6547.git-2cf5b62"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.6425.git-0073b80","date":"2021-09-22T22:05:03Z","type":"stable","version":"v2.3.0-stable.6425.git-0073b80"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.5931.git-67616e9","date":"2021-06-24T16:22:11Z","type":"stable","version":"v2.3.0-stable.5931.git-67616e9"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.5860.git-a1f1a82","date":"2021-06-07T20:29:19Z","type":"stable","version":"v2.3.0-stable.5860.git-a1f1a82"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.5757.git-ca3ccc8","date":"2021-05-11T16:06:34Z","type":"stable","version":"v2.3.0-stable.5757.git-ca3ccc8"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.5696.git-feef2f0","date":"2021-04-26T18:23:54Z","type":"stable","version":"v2.3.0-stable.5696.git-feef2f0"},{"url":"https://github.com/stoplightio/studio/releases/tag/v2.3.0-stable.5666.git-aa6309c","date":"2021-04-19T18:26:12Z","type":"stable","version":"v2.3.0-stable.5666.git-aa6309c"}]` |
| reliability.status_page | - | yes |
| security.gdpr | - | yes |
| security.scorecard | - | 3.6 |
| 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":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fstoplightio%2Fstudio&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (API Development Tools)

| Capability | firecrawl | Stoplight |
|---|:--:|:--:|
| **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 2026-10-16T20:58:08.654Z. "-" = undocumented, not absent.*