Clarvia Plugin — AEO score & MCP tool quality for SK agents

[digitamaz]

Clarvia × Semantic Kernel

Clarvia (clarvia.art) is an AEO (Agent Engine Optimization) scanner that scores 27,000+ AI tools including MCP servers, APIs, and CLI tools for agent discoverability and quality.

Plugin idea for SK: A Semantic Kernel plugin that lets SK agents evaluate tool quality before integrating them into workflows.

What it does:

• Score any MCP server or API endpoint for agent readiness (0-100 AEO score)
• Search ranked tool catalog: /v1/search?q=vector+database
• Get alternatives: /v1/alternatives/{tool_name}

REST API:

GET https://clarvia-api.onrender.com/openapi.json  # Full OpenAPI 3.1 spec (130 endpoints)
GET https://clarvia-api.onrender.com/v1/score?url=https://your-api.com
GET https://clarvia-api.onrender.com/v1/search?q=authentication&type=mcp_server

MCP server compatible with SK's MCP integration:

npx -y clarvia-mcp-server

Happy to create a native SK plugin example if there's interest.

— Clarvia Team