Agent Breadcrumbs vs Mcp Server

Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.

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📊 Monitoring
M
Mcp Server
iris-eval
📊 Monitoring
SummaryUnified agent work logging and observability across ChatGPT, Claude, Cursor, Codex, and OpenClaw with config-first schemas and pluggable sinks.MCP-native agent evaluation and observability server with trace logging, output quality evaluation, cost tracking, 12 built-in eval rules, real-time dashboard, and PII detection.
Quality signal21/100 (Emerging)21/100 (Emerging)
Install pathnpx · highnpx · low
Engagement 1 0 0 4 0 0 0
ToolsNot listed yetNot listed yet
Verified / officialNoNo
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