# Pickrate MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.pickrate%2Fpickrate
Registry id: `mcp-registry/io.pickrate/pickrate`
Status: live (checked 2026-10-27T07:02:11.203Z)

## Verdict

Pickrate MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 543 ms median handshake and 2 outages in 90 days. Its agent-readiness grade is A (96/100) across 4 tools, costing an agent about 557 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 543 ms | 43% of MCP servers |
| p95 handshake latency | 2913 ms | — |
| Checks in 30 days | 4,999 | — |
| Outages, 90 days | 2 | — |
| Median recovery | 45 min | — |
| Agent-readiness score | 96/100 (A) | 82% of MCP servers |
| Tools | 4 | — |
| Tool-list size for an agent | ~557 tokens | 87% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "pickrate-mcp-server": {
      "type": "http",
      "url": "https://pickrate.io/api/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http pickrate-mcp-server https://pickrate.io/api/mcp
```

## Tools (4)

- `getLeaderboard`: Get the ranked list of tools for a category by Pick Rate. Omit category to list available categories (optionally scoped by domain).
- `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 '
- `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
- `lookupTool`: Resolve a tool name, slug, domain, or package to its Pickrate report (Pick Rate, rank, who beats it).

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.