Visibility

Name: Visibility
Author: frontstat

@frontstatMCP server · External

See whether ChatGPT, Claude and Gemini recommend a startup's product, and who they name instead.

AI search visibilityv1.0.0

Freeno charge per call

One address for any MCP client. No sign-in needed on this server.

Safety · AI5%Low risk
Does · AIReads3 read · 0 act, by tool name
ConnectRemote · no sign-inStreamable HTTP
PopularityNo stars yetUpdated 1 Oct 2026
StatusAll clearAnswered Odel on 2 Oct

What it does

3 read3 other

Grouped by tool name. At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

Tools

6 · grouped by tool name · checked 2 Oct 2026

Read · 3Look things up

check_public_launch
get_visibility
list_buyer_questions

Other · 3Neither hinted nor named

who_wins_instead
cited_sites
visibility_history

Try it in the Inspector

No README yet. What Odel knows about this module is on the right.

Similar modules

Browse AI search visibility

MCP server: One MCP server.
BrightdataRun by its publisher: served from their own domain, namespace checked by the registry.
@brightdata · External2,671 GitHub stars.
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
8% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
SEO Monster
@avansaber · External537 GitHub stars.
Local-first SEO MCP: track AI citations, Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX.
4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
CrawlieRun by its publisher: served from their own domain, namespace checked by the registry.
@crawlie · External114 GitHub stars.
Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
DigestSEO AI Visibility
@akzar1el · External46 GitHub stars.
Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Deprecated by the publisher: Renamed to io.github.AKzar1el/mcp-geo; use the new listing.Free to use.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Deprecated by the publisher: Renamed to io.github.AKzar1el/mcp-geo; use the new listing.Free to use.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Deprecated by the publisher: Renamed to io.github.AKzar1el/mcp-geo; use the new listing.Free to use.
MCP server: One MCP server.
GEO Tracker by DigestSEORun by its publisher: served from their own domain, namespace checked by the registry.
@akzar1el · External46 GitHub stars.
Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
SleepwalkerRun by its publisher: served from their own domain, namespace checked by the registry.
@sleepwalker · External25 GitHub stars.
AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.
7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
NsLookupRun by its publisher: served from their own domain, namespace checked by the registry.
@venomseven · External22 GitHub stars.
DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Geo AnalyzerRun by its publisher: served from their own domain, namespace checked by the registry.
@houtini-ai · External21 GitHub stars.
Scores content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Deprecated by the publisher: Deprecated and no longer maintained. Functionality consolidated into SEO Audit Console: https://github.com/houtini-ai/seo-audit (npm i @houtini/seo-audit-console). The repository is archived.Free to use.
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Deprecated by the publisher: Deprecated and no longer maintained. Functionality consolidated into SEO Audit Console: https://github.com/houtini-ai/seo-audit (npm i @houtini/seo-audit-console). The repository is archived.Free to use.
6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Deprecated by the publisher: Deprecated and no longer maintained. Functionality consolidated into SEO Audit Console: https://github.com/houtini-ai/seo-audit (npm i @houtini/seo-audit-console). The repository is archived.Free to use.