seocli
Enables AI agents to crawl and audit websites for SEO issues, returning structured JSON reports with errors, warnings, and key statistics.
README
seocli — SEO Crawling & Auditing CLI for AI Agents
"审计一下 example.com 的 SEO" → agent invokes
seocli, returns structured issue report.
seocli is a dual-mode SEO auditing tool built for AI agent integration:
- CLI mode —
seocli https://example.com→ structured JSON on stdout - MCP mode — tools for Claude Code and any MCP-compatible agent framework
Crawl any website, extract SEO data, detect issues, get actionable JSON output.
Install
pip install seocli[js,mcp]
# Optional: JS rendering for SPAs
pip install playwright && playwright install chromium
Quick Start
# Quick audit — JSON printed to stdout
seocli https://example.com --quiet
# Deep crawl with output file
seocli https://example.com --depth 5 --json report.json
# Local dev server (no delay)
seocli http://localhost:3000 --delay 0
# JavaScript-rendered SPA
seocli https://spa-site.com --js
MCP Integration
seocli ships with an MCP server — register it in your agent's MCP configuration:
Claude Code
Add to ~/.claude/mcp.json:
{
"mcpServers": {
"seocli": {
"command": "python3",
"args": ["-m", "seocli.server"]
}
}
}
Then restart Claude Code. Two tools become available:
| Tool | Description |
|---|---|
seocli_audit |
Full crawl + audit. Returns pages, issues, links, stats as JSON. |
seocli_issues_summary |
Quick shallow crawl + grouped issue summary. Faster. |
Any MCP Host
seocli uses the standard Model Context Protocol — it works with any MCP-compatible client. Just point your MCP host at python3 -m seocli.server.
Agent Prompt Example
When configuring an agent to use seocli, describe it like this:
You have access to the `seocli_audit` MCP tool. When the user says
"audit example.com for SEO issues", call it with the URL. Parse the
`issues` array from the result and present:
- Errors first (🔴), grouped by category
- Warnings second (🟡), grouped by category
- Key stats: pages crawled, response time, issue count
Agent Decision Guide
When to use --js
- The site is a known SPA (React/Vue/Angular with client-side rendering)
- Tags don't appear in raw HTML:
curl <url>returns no meta tags - Default: no JS (faster, lighter, fewer dependencies)
When to use --delay
- Own/local site:
--delay 0(fastest, no artificial wait) - Other people's sites:
--delay 1.0at minimum (be polite) - The delay is seconds between requests —
1.0= 1 request/second
When to use --respect-robots
- Other people's sites: keep enabled (default: on)
- Own site with restrictive robots.txt: use
--no-robots
Finding Priority (high → low)
| Priority | Type | Category | Example |
|---|---|---|---|
| 🔴 1 | error | SEO | Missing title tag |
| 🔴 2 | error | Technical | 404, 5xx status codes |
| 🔴 3 | error | Indexability | noindex on critical pages |
| 🟡 4 | warning | SEO | Title too long/short |
| 🟡 5 | warning | Social | Missing OG/Twitter tags |
| 🟡 6 | warning | Technical | Missing canonical URL |
| 🔴 7 | error | Content | Broken image, missing alt text |
| 🟡 8 | warning | Content | Thin content (< 300 words) |
| 🟡 9 | warning | Performance | Slow page load (> 2s) |
| 🔵 10 | info | Technical | Redirect detected (verify) |
JSON Output Structure
{
"url": "https://example.com",
"stats": {
"crawled": 42,
"discovered": 85,
"depth": 3,
"speed": 5.2,
"elapsed_seconds": 8.1
},
"pages": [
{
"url": "https://example.com/",
"status_code": 200,
"title": "Page Title",
"meta_description": "Description...",
"h1": "Heading",
"h2": ["Subheading"],
"word_count": 450,
"lang": "en",
"canonical_url": "...",
"og_tags": { "og:title": "...", "og:description": "...", "og:image": "..." },
"twitter_tags": { "twitter:card": "summary_large_image" },
"json_ld": [{ "@type": "WebSite", ... }],
"analytics": { "gtag": true, "ga4_id": "G-XXXXX" },
"images": [{ "src": "...", "alt": "...", "width": "", "height": "" }],
"hreflang": [{ "hreflang": "en", "href": "..." }],
"internal_links": 15,
"external_links": 3,
"response_time": 234.5,
"size": 12450,
"viewport": "width=device-width, initial-scale=1",
"robots": "index, follow",
"is_internal": true,
"depth": 0,
"linked_from": ["https://example.com/other"]
}
],
"links": [
{
"source_url": "https://example.com/",
"target_url": "https://example.com/about",
"anchor_text": "About us",
"is_internal": true,
"target_domain": "example.com",
"target_status": 200,
"placement": "body"
}
],
"issues": [
{
"url": "https://example.com/page",
"type": "error",
"category": "SEO",
"issue": "Missing Title Tag",
"details": "Page has no title tag"
}
]
}
Issue Classification
Issue Types
| Type | Meaning | Action |
|---|---|---|
error |
Must fix | Missing title, 404, noindex, broken images |
warning |
Should fix | Title too long/short, thin content, slow page |
info |
Note | Redirect detected, informative findings |
Issue Categories
SEO · Technical · Content · Mobile · Accessibility · Social · Structured Data · Performance · Indexability · Duplication
CLI Usage
| Scenario | Command |
|---|---|
| Quick audit | seocli https://example.com |
| Quiet (agent) | seocli https://example.com --quiet |
| Save to file | seocli https://example.com --json report.json |
| Local dev | seocli http://localhost:3000 --delay 0 |
| Polite crawl | seocli https://other.com --delay 1.0 --respect-robots |
| SPA audit | seocli https://spa.com --js |
| Deep crawl | seocli https://big.com --depth 5 --max-urls 2000 |
| No duplication check | seocli https://big.com --no-duplicate-check |
Options
seocli <url> [options]
positional:
url Website URL to audit
options:
--depth N Max crawl depth (default: 3)
--max-urls N Max URLs to crawl (default: 500)
--delay SECONDS Seconds between requests (default: 0 = no limit)
--js Enable JavaScript rendering (requires playwright)
--respect-robots Respect robots.txt (default: on)
--no-robots Ignore robots.txt
--concurrency N Max concurrent requests (default: 5)
--json FILE Save JSON output to file
--quiet, -q Suppress progress output
--no-duplicate-check Skip duplicate content detection (faster on large sites)
--help Show this help
Extras
JS Rendering
pip install seocli[js]
playwright install chromium
seocli https://spa-site.com --js
MCP Only
pip install seocli[mcp]
python -m seocli.server
License
MIT
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