w0-mcp-server
Look up a brand's AI Recommendation Rate: how often it's the #1 AI pick.
Should I use this
Quality & Safety
A
Findings (1)
- LOWTool 'lookup_brand_recommendation_rate' name length outside 3-30 rangein lookup_brand_recommendation_rate
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~120Tokens (tool definitions)
~405 BTypical response size
Minimal attention impact (0.09% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"w0-mcp-server": {
"url": "https://w0-mcp-server.modernai.workers.dev"
}
}
}Remote endpoints
https://w0-mcp-server.modernai.workers.devstreamable-httpWhat it can do
Tool inventory
Tools (1)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪lookup_brand_recommendation_rate(brand)
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). Free, single-brand lookup only -- rate-limited per Modern AI's published anti-scrape policy.
Input Schema
{
"type": "object",
"properties": {
"brand": {
"type": "string",
"description": "Brand name to look up, e.g. \"Brumate\""
}
},
"required": [
"brand"
]
}Community
Evidence
Recent observations
verifiedversion not recorded1 tools
verifiedversion not recorded1 tools
verifiedversion not recorded1 tools