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MCP Server

Pickrate

io.pickrate/pickrate
Data & Analytics Marketing & Advertising Public & reachable MCP 2026-07-28

What this MCP does

Reports how often AI agents select tools, ranks products by Pick Rate, and provides agent-driven traffic, conversion, and revenue analytics.

Capabilities

Tools

4 tools
getLeaderboard
Get the ranked list of tools for a category by Pick Rate. Omit category to list available categories (optionally scoped by domain).
Read only Idempotent
Input schema 
{'type': 'object', 'properties': {'domain': {'enum': ['dev-tools', 'saas'], 'type': 'string', 'description': 'When listing categories, scope to one leaderboard tree. Optional.'}, 'category': {'type': 'string', 'description': "Category slug (e.g. 'payments', 'auth', 'search'). Optional."}}}
getMyAgents
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.
Read only Idempotent
Input schema 
{'type': 'object', 'properties': {'windowDays': {'type': 'number', 'description': 'Days to look back (default 30, max 90).'}}}
getPickRate
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.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['tool'], 'properties': {'tool': {'type': 'string', 'description': "Tool name, slug, domain, or package (e.g. 'stripe', 'clerk', '@sendgrid/mail')."}}}
lookupTool
Resolve a tool name, slug, domain, or package to its Pickrate report (Pick Rate, rank, who beats it).
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'description': 'Search term: name, slug, domain, or package.'}}}
History

Recent tool changes

Added
getMyAgents
Sept. 17, 2026, 12:53 p.m.
Added
lookupTool
Sept. 17, 2026, 12:53 p.m.
Added
getLeaderboard
Sept. 17, 2026, 12:53 p.m.
Added
getPickRate
Sept. 17, 2026, 12:53 p.m.
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