OmniForce MCP server: check any site's AI-search readiness from Claude or Cursor

#ai #llm #mcp #opensource

AI assistants are becoming the new front page. When someone asks ChatGPT, Perplexity, Gemini, or Google AI Overviews "who should I use for X?", the answer comes from what those engines can read and trust about you — not from a ranking you can eyeball in a SERP.

That's the job of GEO (Generative Engine Optimization): make your facts machine-readable and your brand consistently citable.

To make that easy to check from inside the tools you already use, I open-sourced omniforce-mcp — a Model Context Protocol server that exposes OmniForce's AI-search visibility data to any MCP client (Claude Desktop, Cursor, Cline, Continue).

What it does

Tool	Auth	What it does
`omniforce_geo_scan`	none	Audit a URL's GEO/AEO readiness → evidence-based score + findings
`omniforce_get_brand`	API key	Your brand profile
`omniforce_list_prompts`	API key	Queries monitored across answer engines
`omniforce_list_competitors`	API key	Competitors you track
`omniforce_list_snapshots`	API key	Recent citation/visibility runs
`omniforce_list_reports`	API key	Shareable visibility reports
`omniforce_account`	API key	Plan, usage, and upgrade options
`omniforce_upgrade`	API key	A hosted checkout link to upgrade

The scan is keyless — install it and it works immediately. The rest read your tenant data.

Quick start

Run it with npx (no install step):

// Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json)
// Cursor (~/.cursor/mcp.json)
{
  "mcpServers": {
    "omniforce": {
      "command": "npx",
      "args": ["-y", "@omniforce/mcp"],
      "env": { "OMNIFORCE_API_KEY": "omk_your_key" }
    }
  }
}

The env block is optional — drop it to use only the keyless GEO scan.

Try it

Once connected, just ask:

"Run a GEO scan on https://example.com and summarize the top 3 fixes."
"What am I tracking, and where are my citations decaying?"

You can also hit the hosted remote endpoint (Streamable HTTP) from any MCP client that supports remote servers:

https://mcp-oss.omniforce.run/mcp

Why MCP

MCP turns "a website" into "a tool an agent can call." Instead of dashboards you have to remember to open, your AI-search visibility becomes something your assistant can check, explain, and act on mid-conversation.

Links

GitHub: https://github.com/rmb/omniforce-mcp
npm: https://www.npmjs.com/package/@omniforce/mcp
Official MCP Registry: io.github.rmb/omniforce-mcp
Smithery: https://smithery.ai/ (search “omniforce”)
Website: https://www.omniforce.run/
License: MIT

If you're working on GEO/AEO, I'd love feedback — issues and PRs welcome. And if you want the managed version (tracking, competitor defense, reports), start with a free audit at https://www.omniforce.run/.

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