Google PageRank for AI agents. 25,000+ tools indexed.

mcp-debug MCP Server

giantswarm/mcp-debug

Score: 80.6 → 0% Rank #1811 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/giantswarm--mcp-debug)](https://agentrank-ai.com/tool/giantswarm--mcp-debug/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of giantswarm/mcp-debug? Claim this listing →

Command-line tool for debugging MCP servers

Add AgentRank to Claude Code Discover and compare tools like giantswarm/mcp-debug — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

giantswarm/mcp-debug is a Go MCP server licensed under Apache-2.0. Command-line tool for debugging MCP servers

Ranked #1811 out of 24846 indexed tools.

In the top 8% of all indexed tools.

Ecosystem

Go Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 37

37 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → recently updated

Issue Health 25% 86%

12/14 issues closed → responsive maintainer

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 1
Description Brief
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for giantswarm/mcp-debug
[![AgentRank](https://agentrank-ai.com/api/v1/badge/giantswarm--mcp-debug)](https://agentrank-ai.com/tool/giantswarm--mcp-debug/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/giantswarm--mcp-debug/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/giantswarm--mcp-debug" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="giantswarm/mcp-debug"></script>

Matched Queries

"mcp server""mcp-server"topic:model-context-protocol

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.