Pickrate
Agent analytics: which AI agents read your site, drove signups, and pick you over competitors.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'lookupTool' description lacks action verbin lookupTool
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
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": {
"pickrate": {
"url": "https://pickrate.io/api/mcp"
}
}
}Remote endpoints
https://pickrate.io/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢getPickRate(tool)
Get the headline Pick Rate and rank for a single developer tool — the share of the time AI agents pick it over competitors on unbranded tasks. Also returns that vendor's agent readiness level (what it publishes for agents), which is a separate signal: across this corpus readiness barely predicts Pick Rate, so don't infer one from the other.
Input Schema
{
"type": "object",
"properties": {
"tool": {
"type": "string",
"description": "Tool name, slug, domain, or package (e.g. 'stripe', 'clerk', '@sendgrid/mail')."
}
},
"required": [
"tool"
]
}🟢getLeaderboard(category, domain)
Get the ranked list of tools for a category by Pick Rate. Omit category to list available categories (optionally scoped by domain).
Input Schema
{
"type": "object",
"properties": {
"category": {
"type": "string",
"description": "Category slug (e.g. 'payments', 'auth', 'search'). Optional."
},
"domain": {
"type": "string",
"enum": [
"dev-tools",
"saas"
],
"description": "When listing categories, scope to one leaderboard tree. Optional."
}
}
}🟢lookupTool(query)
Resolve a tool name, slug, domain, or package to its Pickrate report (Pick Rate, rank, who beats it).
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search term: name, slug, domain, or package."
}
},
"required": [
"query"
]
}🟢getMyAgents(windowDays)
Get YOUR own Pickrate agent analytics — answer questions like 'how much traffic are agents driving?', 'how many signups/conversions have agents sent me?', and 'how much revenue have they influenced?'. Returns the outcome (agent-driven conversions by kind, revenue, top converting agents) and the source (which agents read your site, your most-read pages, gaps, and the trend). Lets the user just ask instead of opening a dashboard. Requires the user's Pickrate API key as a Bearer token in the Authorization header.
Input Schema
{
"type": "object",
"properties": {
"windowDays": {
"type": "number",
"description": "Days to look back (default 30, max 90)."
}
}
}Recommended Prompts
getPickRategetPickRateCommunity
Evidence