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

scout MCP Server

klarlabs-studio/scout

Score: 50.2 Rank #5432 Agent Framework
Are you the maintainer of klarlabs-studio/scout? Claim this listing →

Browser automation, one binary. The simpler alternative to Playwright — no Node, no Python, no runtime. Library, CLI, MCP server, and chat UI for any AI agent.

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

Overview

klarlabs-studio/scout is a Go MCP server licensed under MIT. Browser automation, one binary. The simpler alternative to Playwright — no Node, no Python, no runtime. Library, CLI, MCP server, and chat UI for any AI agent.

Ranked #5432 out of 24850 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Go MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 13

13 stars → early stage

Freshness 25% 3d ago

Last commit 3d ago → actively maintained

Issue Health 25% 0%

0/4 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

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

How to Improve

Issue Health high impact

You have 4 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

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

Badge all embed codes →

AgentRank score for klarlabs-studio/scout
[![AgentRank](https://agentrank-ai.com/api/badge/tool/klarlabs-studio--scout)](https://agentrank-ai.com/tool/klarlabs-studio--scout/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/klarlabs-studio--scout/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/klarlabs-studio--scout" 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="klarlabs-studio/scout"></script>

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

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