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

ctx MCP Server

stevesolun/ctx

Score: 52.0 Rank #4118 MCP Server
Are you the maintainer of stevesolun/ctx? Claim this listing →

Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

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

Overview

stevesolun/ctx is a Python MCP server licensed under MIT. Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.

Ranked #4118 out of 24850 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 587

587 stars → growing community

Freshness 25% 24d ago

Last commit 24d ago → recently updated

Issue Health 25% 0%

0/7 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 69
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 7 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 stevesolun/ctx
[![AgentRank](https://agentrank-ai.com/api/badge/tool/stevesolun--ctx)](https://agentrank-ai.com/tool/stevesolun--ctx/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/stevesolun--ctx/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/stevesolun--ctx" 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="stevesolun/ctx"></script>

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

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