What: Add Clarvia MCP + AEO-check skill for Claude Code.
Category: Development & Code Tools
Real-world problem: Claude Code users installing MCP servers often have no idea which servers are well-optimized for agent use. When agents search for tools, poorly documented MCP servers are invisible. Developers waste time with servers that agents can't reliably call.
Who uses this: Claude Code users who build multi-agent systems, work with MCP servers, or want to evaluate tool quality before adding to their config.
What it does:
- Connects Claude Code to Clarvia's index of 27,843+ MCP servers
- Scores each server's AEO (AI Engine Optimization) readiness — 0-100 scale
- Identifies weak spots: missing descriptions, unclear parameters, no usage examples
- Suggests better-scored alternatives for any capability
Usage:
claude mcp add clarvia -- npx clarvia-mcp-server
Then ask Claude: "Search for MCP tools for image processing" or "Check AEO score of supabase MCP server"
GitHub: https://github.com/clarvia-project/scanner
npm: https://www.npmjs.com/package/clarvia-mcp-server (1,490+ weekly downloads)
Attribution: Built by clarvia-project. MIT licensed.
What: Add Clarvia MCP + AEO-check skill for Claude Code.
Category: Development & Code Tools
Real-world problem: Claude Code users installing MCP servers often have no idea which servers are well-optimized for agent use. When agents search for tools, poorly documented MCP servers are invisible. Developers waste time with servers that agents can't reliably call.
Who uses this: Claude Code users who build multi-agent systems, work with MCP servers, or want to evaluate tool quality before adding to their config.
What it does:
Usage:
Then ask Claude: "Search for MCP tools for image processing" or "Check AEO score of supabase MCP server"
GitHub: https://github.com/clarvia-project/scanner
npm: https://www.npmjs.com/package/clarvia-mcp-server (1,490+ weekly downloads)
Attribution: Built by clarvia-project. MIT licensed.