MCP / local stdio server

AI VISIBILITY TOOLS, INSIDE YOUR AGENT.

The Optifeed Radar MCP server lets an AI agent audit a site, generate buyer questions, measure brand visibility, compare products, and inspect change—without sending your provider keys to Optifeed.

Connect locally →Read as Markdown

CONNECT LOCALLY.

The published optifeed-radar@0.1.0 package exposes the optifeed-mcp binary. Add this shape to a client that supports stdio MCP servers:

{
  "mcpServers": {
    "optifeed-radar": {
      "command": "npx",
      "args": ["-y", "--package=optifeed-radar", "optifeed-mcp"]
    }
  }
}

Prefer the npm command for normal use. Contributors can instead clone the repository, run npm install && npm run build, and configure node /path/to/optifeed-radar/dist/mcp/index.js.

FIVE TOOLS.

01 / FREE

`audit_store`

Checks AI crawler access, llms.txt, structured data, metadata, and sitemap. No keys and no AI calls.

02 / BRAND

`check_visibility`

Asks real engines real buyer questions and estimates recommendation, position, and share of voice. Supports engine selection, quick mode, and a spend cap.

03 / PROMPTS

`generate_buyer_queries`

Discovers the brand profile and produces the buyer-question pack for review before a visibility run.

04 / PRODUCTS

`shopping_check`

Compares a merchant-supplied product order with the products AI engines recommend. Beta; products must be supplied explicitly.

05 / CHANGE

`get_snapshot_diff`

Compares the two most recent locally saved brand runs. Free because it reads existing snapshots.

ASK PLAINLY.

Run a free AI-readiness audit on yourbrand.com.

Show me the buyer questions yourbrand.com should be visible for.

Check yourbrand.com's AI visibility in quick mode. Cap the run at $0.20.

Check these products for yourbrand.com, best first: Product A, Product B.

What changed between the last two visibility runs?

MCP QUESTIONS.

Does Radar host a remote MCP server?

Not currently. Version 0.1.0 runs locally over stdio. A hosted endpoint is on the roadmap and will be documented only after its authentication and retention model are defined.

Where are results and keys stored?

Keys stay in your local environment or local .env file. Radar saves its snapshots on your machine and does not send keys to Optifeed.

Can an agent spend API credit?

Yes. check_visibility, generate_buyer_queries, and shopping_check can call paid providers using your keys. Use explicit spend caps. The free audit_store tool makes no AI calls.