Scrapling MCP Server
by D4Vinci🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
Scrapling is an open-source mcp server by D4Vinci, written mainly in Python, with 91,420 GitHub stars and the BSD-3-Clause license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit 3a4bb5b. Seen able to run dynamic code, read environment and secrets. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
3a4bb5b · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Dependency audit1 known vulnerabilitieswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Manifestserver.jsonpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Boot & handshakefailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (16)
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
scrapling/spiders/checkpoint.py:74 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.black@26.5.1: 1 known vulnerabilityGHSA-cg8m-r9f2-5wm2
docs/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.MCP server didn't complete the protocol handshakeserver exited early with code 1
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/ai/mcp-server.md:261 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/ar/ai/mcp-server.md:291 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/es/ai/mcp-server.md:268 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
agent-skill/Scrapling-Skill/references/mcp-server.md:252 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/ko/ai/mcp-server.md:261 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/pt-BR/ai/mcp-server.md:268 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/ja/ai/mcp-server.md:261 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/de/ai/mcp-server.md:268 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/zh/ai/mcp-server.md:267 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/ru/ai/mcp-server.md:261 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
docs/locales/fr/ai/mcp-server.md:268 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
tests/ai/test_browser_fill_fields.py:664 - lowLow. Minor, or common in normal tools. Shown for information.Reads environment variables not listed in the manifestSCRAPLING_EXECUTABLE_PATH, MCP_EXECUTABLE_PATH_ENV, MCP_AUTH_TOKEN_ENV
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
Scrapling alternatives
View more →Similar mcp servers in Web Scraping & Data, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Scrapling (this page) D4Vinci | 91k | BSD-3-Clause | Oct 31, 2026 | Scanned, no flagged issues |
| Apify MCP Server apify | 14k | MIT | Oct 31, 2026 | Scanned, no flagged issues |
| Firecrawl MCP Server firecrawl | 7.7k | MIT | Oct 29, 2026 | Scanned, no flagged issues |
| Unstract Zipstack | 7.4k | AGPL-3.0 | Oct 30, 2026 | Scanned, no flagged issues |
| Exa MCP Server exa-labs | 5.2k | MIT | Oct 30, 2026 | Scanned, no flagged issues |
| Brightdata MCP brightdata | 2.7k | MIT | Oct 29, 2026 | Scanned, no flagged issues |