Pickrate

io.pickratePublished by pickrate.ioOfficial publisherv1.1.0Updated Oct 24, 2026

Agent analytics: which AI agents read your site, drove signups, and pick you over competitors.

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Pickrate reports which AI agents read a website, drove signups, and chose it over competitors.

What you can do
Pickrate is a remote analytics service exposed over streamable HTTP. According to its description, it reports which AI agents read your site, which of them drove signups, and how often you are picked over competitors. No individual tools are listed in the supplied manifest, so the exact operations an assistant can call are not documented here.
When to use it
Consider it if you want an assistant to look up agent-driven traffic and signup attribution for a site you operate, or to compare how often your site is chosen against competitors. It is less relevant if you do not run a site or do not track AI agent visits.
Requirements
It runs as a remote endpoint at over streamable HTTP; nothing needs to be installed locally. The manifest declares no authentication, environment variables, or headers, but the service may still expect an account or credentials that are not shown here.
Before you install
The manifest declares no authentication, so it is unclear how access to your site's analytics data is controlled or who can read it. Analytics about agent traffic and signups is business-sensitive; confirm what data is shared with the service before connecting.

Installation

In SourceWeft

  1. Open Pickrate in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.pickrate%2Fpickrate/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

Tools

4

getPickRate

Get a tool's Pick Rate

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.

Parameterstoolrequired

getLeaderboard

Category leaderboard

Get the ranked list of tools for a category by Pick Rate. Omit category to list available categories (optionally scoped by domain).

Parametersdomaincategory

lookupTool

Look up a tool

Resolve a tool name, slug, domain, or package to its Pickrate report (Pick Rate, rank, who beats it).

Parametersqueryrequired

getMyAgents

Your agent analytics

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.

ParameterswindowDays

Version history

1
  1. v1.1.0LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.