MCP server

Modern AI Brand Recommendation Rate

io.github.modern-ai-inc/w0-mcp-server

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

How often AI search picks a brand first. Recommendation Rate data from Modern Discovery.

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

2

Token cost

About 243 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http w0-mcp-server https://w0-mcp-server.modernai.workers.dev

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.w0-mcp-server]
url = "https://w0-mcp-server.modernai.workers.dev"

Gemini CLI

{"mcpServers":{"w0-mcp-server":{"httpUrl":"https://w0-mcp-server.modernai.workers.dev"}}}

Cursor

{"mcpServers":{"w0-mcp-server":{"url":"https://w0-mcp-server.modernai.workers.dev"}}}

VS Code

{"servers":{"w0-mcp-server":{"type":"http","url":"https://w0-mcp-server.modernai.workers.dev"}}}

Antigravity

agy mcp add w0-mcp-server https://w0-mcp-server.modernai.workers.dev

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"w0-mcp-server","server_url":"https://w0-mcp-server.modernai.workers.dev","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"w0-mcp-server","server_url":"https://w0-mcp-server.modernai.workers.dev"}

Tools

• get_recommendation_rate_methodology ~76 tokens
  Definitions of Recommendation Rate and Recommendation Inclusion Rate, the AI surface measured, refresh cadence, and links to the full methodology page.
• lookup_brand_recommendation_rate ~167 tokens
  Look up a brand's AI Recommendation Rate: the percentage of buyer-intent questions where the brand is the #1 AI pick (not just mentioned), plus its Recommendation Inclusion Rate (appears anywhere in the answer). Returns the brand's public record URL and measured date for citation. Free, single-brand

Browse

• GitHub tools
• Web scraping
• GitHub and code hosting

Related MCP servers

• DefaultRank
  Check npm dependencies for outdated majors, and see which dev tools AI models pick.
• AthenaHQ
  Track how AI assistants mention, cite, and rank your brand and competitors in AI search.
• Slidev MCP
  Generate, render, and host Slidev presentations from markdown
• ask10ais
  Independent measurements of how 12 AI models answer brand questions in Chinese and English.
• FineRx
  US Rx prices by pharmacy near you + free discount card; foreign-brand equivalents; 12 languages
• CommunityMentions
  Which subreddits AI answers cite, matched to your product, with each one's most-cited threads.
• HerStack
  Read-only UK women's midlife health guidance: search, PubMed-backed evidence, supplement picks.
• Proofsource
  AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.

Badge for your README

[![AptLynx](https://aptlynx.net/badge/io.github.modern-ai-inc/w0-mcp-server.svg)](https://aptlynx.net/servers/io.github.modern-ai-inc/w0-mcp-server)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents