Seo MCP vs The Mirror System — AI Citability
A side-by-side look at the Seo MCP and The Mirror System — AI Citability MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
T
The Mirror System — AI CitabilityMarketingAI Citability across AEO, GEO, SEO & MCP: is a brand cited & callable? Free Lite Reflection.37FairAuth: not declaredVerdict: choose Seo MCP for marketing work as a local process; choose The Mirror System — AI Citability for marketing. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Seo MCP when
- You need dedicated capabilities in the Marketing domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
MCP_API_KEY, PORT, APP_API_BASE_URL, APP_PUBLIC_BASE_URL, MCP_INTERNAL_TOKEN. - You want tools like
run_audit_anonymous, run_audit, get_audit.
TChoose The Mirror System — AI Citability when
- You need dedicated capabilities in the Marketing domain.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | T The Mirror System — AI Citability | |
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 55/100 · Good | 37/100 · Fair |
| Install command | Confirmed | Not confirmed yet |
| Transport | Local subprocess (stdio) | — |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | MCP_API_KEYPORTAPP_API_BASE_URLAPP_PUBLIC_BASE_URLMCP_INTERNAL_TOKEN | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 0 | — |
| Directory activity | 3 views 2 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | 6 | Not listed |
| Full listing | View Seo MCP | View The Mirror System — AI Citability |
Tools & capabilities
Seo MCP tools 6
run_audit_anonymousRun a one-shot SEO + AI-readability audit on any public URL. Returns scores across 11 modules and ~90 checks, plus actionable findings with rule docs. Limited to 1 audit per IP per 24 hours — for higher volume, get an API key at https://app.metricspot.com/settings/api-keys and use `run_audit`. Synchronous: blocks until the audit completes. Does NOT include Core Web Vitals (use `run_audit` for full PSI scoring). No auth required.run_auditQueue a full SEO + AI-readability audit (includes Core Web Vitals from Google PSI and organic traffic if Google is linked). Returns the audit envelope immediately with `status: queued` and an `audit_id`. Poll `get_audit` with the returned `audit_id` until `status` becomes `complete` (typical 10-30s). Counts against the user's plan allowance. Requires an API key as a Bearer token. Quota and per-domain cooldowns mirror the dashboard.get_auditFetch a previously-run audit by id. Returns module scores (0-100), total score, all findings with severity, recommendation text, and links to the HTML report. Use this to poll a queued `run_audit` until `status: complete`. Requires an API key.list_auditsList the user's audits (most recent first, deduplicated by URL). Returns `audit_id`, `url`, `status`, `total_score`, `created_at`. Default limit 24, max 100. Use the returned `audit_id` with `get_audit` for full findings. Requires an API key.get_audit_pdfReturn a signed download URL for the branded PDF report for a given audit id. If no PDF has been rendered yet, queues a render and returns `status: queued` — poll the same tool again, or fetch the URL directly once ready. Requires an API key.get_organic_trafficIf the user has linked GA4 + Google Search Console, return the 28-day organic traffic snapshot for an audit: session count, daily trend, top landing pages, top queries, and indexing health. Returns `connected: false` if Google is not linked. Cached 24h server-side. Requires an API key.
The Mirror System — AI Citability tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Seo MCP
{
"mcpServers": {
"seo-mcp": {
"command": "npx",
"args": [
"-y",
"@metricspot/mcp-server"
],
"env": {
"MCP_API_KEY": "YOUR_MCP_API_KEY_HERE",
"PORT": "YOUR_PORT_HERE",
"APP_API_BASE_URL": "YOUR_APP_API_BASE_URL_HERE",
"APP_PUBLIC_BASE_URL": "YOUR_APP_PUBLIC_BASE_URL_HERE",
"MCP_INTERNAL_TOKEN": "YOUR_MCP_INTERNAL_TOKEN_HERE"
}
}
}
}
The Mirror System — AI Citability
No confirmed install command for The Mirror System — AI Citability yet — follow the setup steps linked from its listing page rather than a guessed package name.
Frequently asked questions
Seo MCP is categorized under Marketing and uses a local stdio subprocess. The Mirror System — AI Citability belongs to Marketing and uses an install path we have not confirmed yet. Pick Seo MCP for marketing work and The Mirror System — AI Citability for marketing.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. The Mirror System — AI Citability has no confirmed install command yet — follow its own setup instructions.
Seo MCP has no declared pricing — check the project's own site. The Mirror System — AI Citability has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add seo-mcp and the-mirror-system-ai-citability as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Seo MCP has a quality signal of 55/100 (Good) with 3 views, 2 installs and 0 GitHub stars. The Mirror System — AI Citability has 37/100 (Fair) with 0 views, 0 installs and 0 GitHub stars.