squirrelscan
MCP serverWeb & browsingSquirrelscan is a website quality checker for your AI coding agent. Once added, your AI can audit a site's SEO, performance, security, and accessibility and report what needs fixing.
Use squirrelscan in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add squirrelscan and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use squirrelscan to run audit
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add Squirrelscan, then ask your AI to audit a website you're working on. Use the results to fix issues directly in your code.
What your AI can do with it
- Audit a website's SEO
- Check site performance
- Scan for security issues
- Test accessibility
- Report issues for your agent to fix
Install squirrelscan
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user squirrelscan 'https://mcp.squirrelscan.com/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://mcp.squirrelscan.com/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=squirrelscan&config=eyJ1cmwiOiJodHRwczovL21jcC5zcXVpcnJlbHNjYW4uY29tL21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://mcp.squirrelscan.com/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add squirrelscan --url 'https://mcp.squirrelscan.com/mcp'Run it once, then sign in with codex mcp login squirrelscan if the server asks for an account.
From the project's README
As published by squirrelscan/squirrelscan in README.md.
The website QA tool for your coding agent
squirrelscan is an Open Source cli tool that audits websites for SEO, performance, security, accessibility, agent experience and other issues, and gives your coding agent exact fixes. Run it from the CLI, inside your coding agent, in the cloud, or over MCP.
Combine your coding agent with a deterministic and extensible audit tool.
Features
- 301 Rules, 21 Categories - Comprehensive coverage across SEO, accessibility, performance, and security
- Fast crawler - Highly optimized memory efficient crawler
- Agent Experience - Audit agent experience to assist agents in using your site
- Security Audit - Detect phishing kits, leaked credentials, and more
- Smart Incremental Crawling - ETag, Last-Modified, content hashing. Resume from checkpoints.
- Developer-First CLI - Single binary, zero dependencies, shell completions, self-update
- Crawl History & Changes - Track site evolution, compare crawls, spot regressions
- Multiple Output Formats - Console, JSON, HTML, Markdown, Text, LLM, XML
- MCP Connection - Connect your agent to local or cloud MCP to run audits, fixes, etc.
Rule categories
Ordered by how much a failure usually costs you, not by how many rules each one has.
| Category | Rules | What it covers |
|---|---|---|
| Crawlability | 20 | Whether search engines and agents can reach and index you at all: robots.txt, sitemap validity and coverage, indexability conflicts, redirect and canonical chains, soft 404s |
| Core SEO | 14 | The per-page fundamentals: title, meta description, H1, canonical, charset, doctype, robots meta, Open Graph and Twitter cards, plus canonical form drift across the site |
| Agent Experience | 17 | How ready you are for AI agents to read, discover and act on the site: whether GPTBot and Claude-User get the same content a browser does, AGENTS.md, llms.txt, Markdown responses, API and MCP discovery, licensing and noai signals, pay-per-crawl, response token weight |
| Site Integrity | 9 | Signs the site has been compromised: injected doorway pages, phishing kit signatures, obfuscated scripts, brand impersonation, cloaking, known-malicious URLs |
| Security | 20 | Transport and header hygiene: HTTPS and HSTS, CSP, cookie flags, mixed content, subresource integrity, leaked secrets, tokens in web storage, unprotected and downgraded forms, open GraphQL introspection and mutations over GET |
| Links | 15 | Internal and external link health: broken and dead links, redirect chains, anchor-text quality, orphan and dead-end pages, pages linked only from sitewide chrome, HTTPS downgrades |
| Content | 23 | Text quality and honesty: duplicate titles and descriptions, title-template consistency, readability, word count, freshness, heading hierarchy, keyword stuffing, hidden text, placeholder media and contact details, encoding damage |
| Performance | 30 | Core Web Vitals and delivery: LCP, CLS and INP hints, TTFB, compression, caching, render-blocking resources, DOM size, font delivery, legacy and unminified JS/CSS |
| Images | 15 | Alt text, modern formats, responsive srcset, intrinsic dimensions and aspect-ratio mismatches, lazy loading above versus below the fold, file weight |
| Structured Data | 25 | JSON-LD validity and rich-result eligibility for Article, Product, FAQ, Review, Breadcrumb, Organization, LocalBusiness, Video and site search, plus thirteen site-wide checks on the entity map: whether the site declares one identity for itself or a new one on every page, and rating markup that is not about the page it sits on |
| Accessibility | 61 | WCAG coverage: ARIA roles and names, form labels and autocomplete tokens, colour contrast, heading order, landmarks, tables and lists, focus visibility, touch targets, captions |
| Mobile | 6 | Viewport configuration, tap-target size, legible font sizes, horizontal scroll, blocked zoom, intrusive interstitials |
| Social Media | 5 | Open Graph and Twitter Card completeness, image dimensions, canonical URL match, social profile links, site-chrome assets that disagree across pages |
| URL Structure | 9 | Length, casing, hyphenation, stop words, query parameters, special characters, trailing-slash consistency, site-wide convention consistency |
| E-E-A-T | 15 | Experience, expertise, authority and trust signals: author bylines and credentials, about and contact pages, citations, editorial policy, disclaimers, YMYL detection |
| Legal Compliance | 4 | Privacy policy, terms of service, real cookie-consent machinery, subprocessor disclosure |
| Internationalization | 2 | hreflang correctness and the document language declaration |
| Local SEO | 3 | NAP (name, address, phone) consistency across every crawled page, geo metadata, service-area businesses |
| Video | 3 | VideoObject markup, captions and accessibility, thumbnails |
| Analytics | 2 | Google Tag Manager presence and consent-mode wiring |
| Blocking | 3 | Content, links and trackers that ad blockers and privacy filters strip for a large share of your visitors |
Total: 301 rules across 21 categories
See the rules reference for full details.
CLI
Installation
macOS / Linux:
curl -fsSL https://install.squirrelscan.com | bash
Windows:
iwr -useb https://install.squirrelscan.com/install.ps1 | iex
npm (all platforms):
npm install -g squirrelscan
npx (run without installing):
npx squirrelscan audit example.com
Quick start
# Audit a website
squirrel audit example.com
# Generate HTML report
squirrel audit example.com -f html -o report.html
# Pipe to Claude for AI analysis
squirrel audit example.com --format llm | claude
# Quick audit for a fast first look (other levels: surface, full)
squirrel audit example.com --level quick
# run only agent experience and performance rules
squirrel audit example.com --rule-include ax,performance
# login for cloud audits and cloud rendering
squirrel auth login
Reports
Category scores for SEO, performance, security and Agent Experience (AX). Publish reports to the web to share with team members or coding agents (fix instructions are embedded)
Add to your coding agent
squirrelscan ships as an MCP server (hosted at mcp.squirrelscan.com), skills (autonomous audit + fix workflows), and a plugin for Claude Code and Cursor. Cursor installs in one click from the badge above; the rest are a single copy-paste.
Cursor
Click the Add to Cursor badge above, or add it manually to ~/.cursor/mcp.json:
{
"mcpServers": {
"squirrelscan": { "url": "https://mcp.squirrelscan.com/mcp" }
}
}
Skills: squirrel skills install
Claude Code
Install the plugin (bundles skills + the MCP server):
/plugin marketplace add squirrelscan/skills
/plugin install squirrelscan@squirrelscan
Or add just the MCP server:
claude mcp add --transport http squirrelscan https://mcp.squirrelscan.com/mcp
OpenAI Codex
Add the server to ~/.codex/config.toml:
[mcp_servers.squirrelscan]
url = "https://mcp.squirrelscan.com/mcp"
Codex reads Agent Skills from ~/.agents/skills, so skills work too: squirrel skills install
opencode
Add the server to opencode.json:
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"squirrelscan": {
"type": "remote",
"url": "https://mcp.squirrelscan.com/mcp",
"enabled": true
}
}
}
Any MCP client
squirrelscan is in the MCP Registry as com.squirrelscan/squirrelscan. Point any client at the remote server:
https://mcp.squirrelscan.com/mcp
Authentication is per-user OAuth (or pass a squirrelscan API key as a Bearer token). Skills follow the Agent Skills standard: squirrel skills install puts them in ~/.agents/skills/ and ~/.claude/skills/.
Skills
Two skills drive agent workflows. They live in squirrelscan/skills, along with the Claude Code, Cursor and Agent Plugins packages that bundle them with the MCP server. squirrel skills install downloads and verifies them itself, and from v0.0.99 squirrel's auto-update keeps them current. Installs made earlier with npx skills are taken over.
squirrelscan- operating the CLI: install, login, keys, credits, running audits, publishing reports, the entity map, MCP setup, config, troubleshooting.audit-website- the full fix loop: audit, map issues to source files, fix in batches, re-audit until the site scores well.
squirrel skills install
Then, in your agent:
Use the audit-website skill to audit this site and fix all issues but only crawl 10 pages
Output formats
| Format | Flag | Use Case |
|---|---|---|
| Console | (default) | Human-readable terminal output |
| JSON | -f json | CI/CD, programmatic processing |
| HTML | -f html | Visual reports for sharing |
| Markdown | -f markdown | Documentation, GitHub |
| Text | -f text | Clean output for piping to LLMs |
| LLM | -f llm | LLM optimized output |
| XML | -f xml | XML output |
Source and development
The complete local CLI, crawler, audit engine, rules, report generators, CLI-facing cloud clients, and documentation site are open source in this repository. The hosted API, website, dashboard, and cloud worker implementations are separate private services.
Prerequisites: Bun 1.4.0 and Git.
git clone https://github.com/squirrelscan/squirrelscan.git
cd squirrelscan
bun install --frozen-lockfile
bun run dev -- audit https://example.com --max-pages 10
Run the same checks used in pull requests:
bun run format:check
bun run lint
bun run typecheck
bun test
bun run build
bun run docs:check
bun run docs:build
See CONTRIBUTING.md before opening a pull request. Contributions require a Developer Certificate of Origin sign-off (git commit -s).
Telemetry
Telemetry is enabled by default and is deliberately minimal: event name, CLI version, a random install ID, and bounded error categories. It does not send credentials, URLs, report contents, or raw error messages, and telemetry requests are never authenticated.
Disable it permanently with:
squirrel self settings set telemetry false
Or disable all telemetry and install registration for any invocation by defining NO_TELEMETRY. Any defined value works, including an empty value, 0, or false:
NO_TELEMETRY=1 squirrel audit https://example.com
Links
- Website
- Documentation
- Coding agent integration
- Share feedback
- Bugs, issues and feature requests
- Twitter/X
License
The CLI and the repository contents are licensed under the MIT License. squirrelscan names and logos are covered by TRADEMARKS.md.
Tools it offers (25)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
run_auditget_audit_statuslist_auditslist_websitesadd_websitedelete_websitedelete_websitesget_reportcompare_auditslist_issuesget_issuecomment_on_issuelist_entitiesget_entityget_entity_graphcompare_entitiesget_entity_findingslist_rulesget_rulewhoamiget_credit_balancelist_credit_transactionscreate_api_keysend_feedbacklist_notifications
Signals
- GitHub stars
- 272
- Forks
- 19
- Last commit
- Oct 2026
Advanced
- Delivery
- squirrelscan MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
com-squirrelscan-squirrelscan- Source
- github.com/squirrelscan/squirrelscan
- Hosted endpoint
https://mcp.squirrelscan.com/mcp
github.com/squirrelscan/squirrelscan
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