Clarvia AEO Quality Scores for Microsoft MCP Servers
Hi Microsoft MCP team!
I'm building Clarvia — an Agent Experience Optimization (AEO) scoring platform that evaluates MCP server quality for production agent deployment. We've indexed 27,906+ MCP servers, APIs, and agent tools.
AEO scores for Microsoft MCP servers:
| Server |
AEO Score |
Key Issues |
| microsoft-mcp |
30/100 (D) |
Missing discovery manifests, limited error codes |
| microsoft/playwright-mcp |
24/100 (D) |
No structured error responses, missing retry headers |
| microsoft/NLWeb |
~35/100 |
Better OpenAPI coverage needed |
What AEO measures:
- Discoverability: Are agents able to find and understand your server?
- Reliability: Are errors transparent and recoverable?
- Schema completeness: Can agents use your tools without human guidance?
- Agent compatibility: Does your server follow MCP best practices?
Value for this repo:
Adding AEO scores to the Microsoft MCP catalog would give developers instant quality context when choosing which Microsoft tools to deploy in production agents.
Each badge auto-updates as scores improve:
[](https://clarvia.art/tool/microsoft-mcp)
View full catalog with scores →
Clarvia — AEO scoring for MCP servers.
Clarvia AEO Quality Scores for Microsoft MCP Servers
Hi Microsoft MCP team!
I'm building Clarvia — an Agent Experience Optimization (AEO) scoring platform that evaluates MCP server quality for production agent deployment. We've indexed 27,906+ MCP servers, APIs, and agent tools.
AEO scores for Microsoft MCP servers:
What AEO measures:
Value for this repo:
Adding AEO scores to the Microsoft MCP catalog would give developers instant quality context when choosing which Microsoft tools to deploy in production agents.
Each badge auto-updates as scores improve:
View full catalog with scores →
Clarvia — AEO scoring for MCP servers.