Audit a site for AI readiness (llms.txt, schema, AI-crawler access) and generate the fixes.
MCP server for Causabi GEO Optimizer.
What this is. An MCP (Model Context Protocol) server that lets Claude Code, OpenAI Codex CLI, Claude Desktop, Cursor, Windsurf, and any MCP-compatible client check a website's AI-crawler readiness and generate fixes (robots.txt, Schema.org, FAQ markup, llms.txt) — directly from your editor or AI assistant. Runs locally over stdio, no account needed.
Quickstart (Claude Code):
claude mcp add geo-optimizer -- npx -y geo-optimizer-mcp
Quickstart (OpenAI Codex CLI):
codex mcp add geo-optimizer -- npx -y geo-optimizer-mcp
Or in ~/.codex/config.toml:
[mcp_servers.geo-optimizer]
command = "npx"
args = ["-y", "geo-optimizer-mcp"]
Then ask: Check the GEO score for example.com. Config-file setup for other clients (Cursor, Windsurf, Claude Desktop) is below.
Scope. One-off local checks and fix generation are free here. Continuous work — scheduled re-checks, score history, monitoring of answers from 4 AI engines (ChatGPT, Claude, Gemini, Grok), reports — runs on causabi.com.
| Tool | When to use |
|---|---|
get_product_guide | Start here — complete guide + step-by-step workflow for any scenario |
analyze_geo_score | Check GEO score 0–100 + breakdown for an existing domain |
get_geo_fixes | Get copy-paste robots.txt, Schema.org, FAQ, and llms.txt fixes |
make_site_geo_ready | Generate all GEO assets for a new site in one shot (no API key needed) |
suggest_monitoring_config | Draft a monitoring config (target audiences, location, suggested queries) from a business description — returns JSON plus the API calls to apply it on causabi.com |
get_site_report | Client-ready report: pass report_slug for the full AI mention-rate breakdown (no API key needed), or just domain for a crawlability-score-only summary |
Add to your project's .claude/settings.json:
{
"mcpServers": {
"geo-optimizer": {
"command": "npx",
"args": ["-y", "geo-optimizer-mcp"]
}
}
}
Or add globally to ~/.claude/settings.json to use across all projects.
Then in Claude Code:
> Check the GEO score for my-client-site.com
> Make this site ready for ChatGPT and Gemini
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": {
"geo-optimizer": {
"command": "npx",
"args": ["-y", "geo-optimizer-mcp"]
}
}
}
Add to .cursor/mcp.json in your project or ~/.cursor/mcp.json globally:
{
"mcpServers": {
"geo-optimizer": {
"command": "npx",
"args": ["-y", "geo-optimizer-mcp"]
}
}
}
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"geo-optimizer": {
"command": "npx",
"args": ["-y", "geo-optimizer-mcp"]
}
}
}
{
"geo-optimizer": {
"command": "npx",
"args": ["-y", "geo-optimizer-mcp"]
}
}
Once installed, ask your AI assistant:
Check the GEO score for example.com
What AI search issues does mybusiness.com have?
Get fix instructions for mysite.com
Why isn't example.com showing up in ChatGPT?
Make this site GEO-ready: name="Acme", url="https://acme.com", description="We sell widgets"
Draft a monitoring config for a dental clinic in Austin, TX called "Bright Smiles Dental"
Give me a report on clientsite.com — here's the share link: causabi.com/report/abc123
suggest_monitoring_config examplesuggest_monitoring_config({
business_name: "Bright Smiles Dental",
business_description: "A dental clinic in Austin, TX offering general and cosmetic dentistry for families.",
location: "Austin, TX"
})
Returns target audience descriptions, a monitoring location, and suggested queries as ready-to-use JSON — plus the exact PUT /api/v1/monitor/{site_id}/settings and PUT /api/v1/monitor/{site_id}/queries calls to apply it (requires a causabi.com account/API token; this tool itself makes no API call).
get_site_report exampleget_site_report({ report_slug: "abc123" })
Returns the full mention-rate breakdown (ChatGPT, Claude, Gemini, Grok), competitors named instead of the client, and per-query results — no API key needed, since Visibility Report share links are public.
get_site_report({ domain: "example.com" })
Without a report_slug, this only returns the public crawlability score (same data as analyze_geo_score) plus a note on how to get the full mention-rate report — there is currently no API-key-authenticated way to pull monitoring history from the MCP server; that requires either a share-slug or a causabi.com login.
When a user asks "make my site visible to ChatGPT" or "add AI search optimization", use make_site_geo_ready:
make_site_geo_ready({
name: "Acme Corp",
url: "https://acme.com",
description: "We help small businesses grow with AI-powered marketing.",
services: ["Marketing automation", "AI content", "Analytics"],
email: "hello@acme.com",
faq: [
{ question: "What does Acme do?", answer: "We help small businesses..." },
{ question: "How much does it cost?", answer: "Plans start at $49/mo." },
{ question: "Is there a free trial?", answer: "Yes, 14 days free." }
]
})
Returns ready-to-paste Organization Schema, FAQ Schema, llms.txt, and robots.txt.
For multi-page crawl, scheduled re-checks, and monitoring of how 4 AI engines (ChatGPT, Claude, Gemini, Grok) answer questions about your brand:
→ causabi.com — free public score + deep audit after signup
Same checks as a standalone CLI: github.com/SHADRINMMM/causabi-geo
pip install causabi-geo
geo-optimizer analyze example.com
geo-optimizer fix example.com --output ./fixes
MIT
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
npx -y geo-optimizer-mcpMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"com-causabi-geo-optimizer-mcp": {
"command": "npx",
"args": [
"-y",
"geo-optimizer-mcp"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup referenceCausabi GEO Optimizer works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.