MCP.Market

Recomma MCP server

online · 100% uptime
by recomma.ai·ai.recomma/recomma·v1.0.0
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What ChatGPT, Gemini and Google AI Overviews say about your brand, and which sources they cite

A97/100grade A
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Safety scan
A97/100

full report

Adoption
Growing

0 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Recomma tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.10 · 2026-10-28 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 138ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 10 days ago15/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10
Overall 97/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Recomma compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
97/100
higher than 98% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
402 ms
faster than 37% of 30,031 servers

Install Recomma in Claude Code, Cursor or VS Code

claude mcp add --transport http recomma https://api.recomma.ai/mcp
Add to Cursor

What the publisher says

From the Recomma repository's README, as published. We do not edit it. Read it on GitHub

Recomma

Open-source tools from Recomma, which tracks what ChatGPT, Gemini and Google's AI Overviews and AI Mode say about your brand, and which sources they cite.

Website · Docs · MCP server · Pricing

What is in here

Why the sources an answer shows matter

An AI answer is assembled from the pages the engine retrieves, and the pages it cites are the ones a reader can click. In our study of 100 buying questions, each asked in ChatGPT's interface and through its API with search, the cited pages overlapped only 8% of the time, and the interface cited 7.8 domains per answer to the API's 3.2. A tool that only calls the API misses most of what people are actually shown.

The extension shows you one answer as a reader sees it. Recomma does the same thing for every question in your category, on every engine, every day, with the sample size beside every figure.

Quick start

# Connect Recomma to your AI assistant (Claude Code shown)
npx recomma mcp claude

# Or read your figures directly (REST API, Scale plan)
export RECOMMA_API_KEY=recomma_…
npx recomma brands
npx recomma visibility <brandId> --days 30
npx recomma sources <brandId> --kind competitor

Make a key under Settings → Connect AI at recomma.ai.

License

MIT © Recomma

Nothing above is checked by us. What we check is on the safety report.

Recomma: common questions

Is Recomma MCP server safe?
Yes, by our scan: it is graded A (97/100). Read the Recomma safety report
How do I install Recomma?
It runs remotely at api.recomma.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Recomma need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Recomma maintained?
The last commit was 17 days ago (2026-10-18). The latest release is v1.0.0.
Is Recomma up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Recomma compare with other MCP servers?
safety score 97/100 (higher than 98% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 402 ms (faster than 37% of 30,031 servers). Full comparison.