Scrawly MCP Server
io.github.IliasSami/scrawly
About Scrawly MCP Server
Scrawly MCP Server is an MCP server published by the GitHub account IliasSami. MCP server for the Scrawly SEO crawler: query local audits and propose confirmation-gated fixes.
It runs on your own machine: your AI client starts it from the PyPI package sentinelseo at version 1.0.0.
It asks for no keys or passwords.
Version 1.0.0 was published on 8 October 2026, and the source code is public, so you can read it before installing.
Written from the registry entry. 9 automated checks on the registry entry and the package code: 6 pass, 1 warn, 0 fail, 2 info. How we check.
What it asks for
This server declares no environment variables, so it asks for no keys or settings.
Checks
| Check | Result | Detail |
|---|---|---|
| Source repository linked | Pass | https://github.com/IliasSami/scrawly-seo-crawler |
| Version pinned | Pass | Every package has an explicit version |
| Secrets requested | Info | Asks for no secrets |
| Known package registry | Pass | All packages come from npm, PyPI, OCI, NuGet or MCPB |
| Namespace ownership | Info | Name verified via GitHub account IliasSami |
| Registry text aimed at the AI | Pass | Description and settings contain no hidden characters or instructions to the AI |
| Install scripts | Pass | sentinelseo 1.0.0 has no setup.py; nothing runs at install |
| Code red flags | Warn | Downloads and runs a script (sentinelseo-1.0.0/install.sh:4: "curl -fsSL https://raw.githubusercontent.com/IliasSami/scrawly-seo-crawler/main/install.sh | bash"); Downloads and runs a script (sentinelseo-1.0.0/src/sentinelseo/prompts/kb.py:41: "curl | sh") |
| Text aimed at the AI | Pass | No hidden characters or instructions to the AI in 284 files, including comments and the README |
Popularity & health: 51 / 100
Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.
4 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.
What people say
No Hacker News threads link to its source code.
Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.
Facts
| Registry name | io.github.IliasSami/scrawly |
|---|---|
| Publisher | GitHub account IliasSami |
| How the name is verified | Name verified via GitHub account IliasSami. The registry ties the name prefix to that account or domain; it does not check the code. |
| Type | Local: runs on your machine from a package |
| Packages | pypi sentinelseo 1.0.0 (stdio) |
| Version | 1.0.0 |
| Published | |
| Last updated | |
| Source repository | https://github.com/IliasSami/scrawly-seo-crawler |
| Website | None linked |
| Category | Browser automation (assigned by keyword rule, not by hand) |
Related servers in Browser automation
Open SEO Crawler6/6Self-hosted SEO crawler: run site audits and AI crawler checks,…- Crawlwise3/3SEO audits and AI crawler checks. Honest findings only; no invented…
Crawlie3/3Technical SEO + GEO (AI-search) site audits: hosted crawls,…
- Causabi GEO Optimizer7/7Audit a site for AI readiness: AI-crawler access, schema, FAQ,…
- geolint7/7ESLint for AI search: audits AI-crawler access, llms.txt, schema…
- MaxAEO AI Visibility MCP7/7Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI…