ctx

Repo-aware recommendation engine for AI skills, agents and MCP servers.

DesktopfreeGlobal

ctx gives repo-aware recommendations for AI skills, agents, and MCP servers using a large knowledge graph, instead of requiring developers to manually search a sprawling ecosystem. It's for developers who want tools and skills suggested based on what their specific project actually needs.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of ctx - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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