Toolrank
Rank #102,449smithery/imhiroki/toolrank
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform. ## Tools ### toolrank_score Analyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dimensions: Findability (25%), Clarity (35%), Precision (25%), and Efficiency (15%). Returns per-tool scores, maturity level, specific issues found, and fix suggestions ranked by impact. ### toolrank_suggest Generates specific improvement suggestions for MCP tool definitions. Returns rewritten descriptions, improved schemas, and estimated score improvements. ## Install ```bash npx @toolrank/mcp-server ``` ## Links - Website: https://toolrank.dev - Framework: https://toolrank.dev/framework - Ranking: https://toolrank.dev/ranking - GitHub: https://github.com/imhiroki/toolrank - License: MIT
Toolrank is a Model Context Protocol (MCP) server. It ranks #102,449 of 137,492 servers tracked on MCP Toplist. Toolrank is listed on Smithery, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 29, 2026.
Ranks ahead of 35,043 of 137,492 servers on MCP Toplist.
Use Toolrank
Hosted remote endpoint gated by authentication — connect via its URL and authenticate with the provider (OAuth flow or an API key/header, per its docs).
claude mcp add --transport http toolrank https://server.smithery.ai/imhiroki/toolrank/mcpThis endpoint requires authentication — see the server’s docs for credentials.
[mcp_servers.toolrank]
url = "https://server.smithery.ai/imhiroki/toolrank/mcp"Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.
https://server.smithery.ai/imhiroki/toolrank/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"toolrank": {
"url": "https://server.smithery.ai/imhiroki/toolrank/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.
{
"servers": {
"toolrank": {
"type": "http",
"url": "https://server.smithery.ai/imhiroki/toolrank/mcp"
}
}
}Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"toolrank": {
"serverUrl": "https://server.smithery.ai/imhiroki/toolrank/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"toolrank": {
"url": "https://server.smithery.ai/imhiroki/toolrank/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/smithery%2Fimhiroki%2Ftoolrank)<a href="https://mcptoplist.com/server/smithery%2Fimhiroki%2Ftoolrank"><img src="https://mcptoplist.com/badge/smithery%2Fimhiroki%2Ftoolrank.svg" alt="MCP Toplist: #102,449 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Is Toolrank listed on the Official MCP Registry?
- Toolrank is not on the Official MCP Registry. It is listed on Smithery.
- How many versions does Toolrank have?
- Toolrank ships as a single rolling release with no explicit version metadata.
Do you run this server?
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