Provenancewhere it came from, and what was verified
Published by the owner of pickrate.io, who proved control of the domain through the official MCP registry.
🛡 Permissions & trustwhat this server can touch before you run it
About
Whether AI agents pick a dev tool over competitors: Pick Rate, leaderboards, and reports.
Packages & transports
Metadata
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
▸getPickRate100A
▸getLeaderboard93A
▸lookupTool100A
▸getMyAgents93A
Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
Raise this grade
up to +22 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
Add a public source repository URL.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
Already earned (3) ▾Already earned (3) ▴
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/io.pickrate/pickrate)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
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{
"mcpServers": {
"pickrate": {
"command": "npx",
"args": [
"-y",
"pickrate"
]
}
}
}▶ Try itlive against pickrate.io
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.