Add Clarvia — AEO scoring SDK/API for evaluating AI agent tools

[digitamaz]

Clarvia — Tool Quality Scoring for AI Agent Stacks

Clarvia is an open-source SDK and API for evaluating AI agent tools and MCP servers using the AEO (Agent Experience Optimization) scoring framework.

What it provides

REST API (direct integration):

curl https://clarvia-api.onrender.com/v1/score?url=https://api.example.com
# Returns: {"aeo_score": 87, "rating": "AGENT_READY", "breakdown": {...}}

Python SDK (LangChain):

pip install clarvia-langchain

MCP Server (agent-native):

npx -y clarvia-mcp-server

Why it belongs here

Clarvia is infrastructure for AI agent builders — it helps them evaluate, compare, and select the highest-quality tools. It indexes 15,400+ MCP servers and APIs, scoring each across 8 quality dimensions.

It's the missing quality layer for agent stacks that need to decide which tools to use.

Links

• Platform: https://clarvia.art
• API docs: https://clarvia.art/api/docs
• npm: https://www.npmjs.com/package/clarvia-mcp-server
• PyPI: https://pypi.org/project/clarvia-langchain/
• Source: https://github.com/clarvia-project/scanner

Fits well in the Tool Evaluation / Quality or MCP Tooling section!