Arize Phoenix
Why it matters: Agent trace enrichment, eval workflows, and security event context
Source last checked: 2026-07-22
Open public sourcePublic directory
LLM observability tools in the current research set
Browse projects categorized as AI Observability in the current public-source research set, including the stored research lens and a link to public evidence.
PromptLayer
Why it matters: Prompt governance, audit history, and enterprise compliance workflows
Source last checked: 2026-06-28
Open public sourceai.agentic-news/mcp
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.agenticshelf/graffeo
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.agenticshelf/mcp
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.auralogs/auralogs
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.bareun/bareun
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.baselight/baselight
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.airshelf/catalog
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.alpic.mcp/alpic-mcp
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.anomalyarmor/armor-mcp
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
Open public sourceai.arclan/registry
Why it matters: May need review around ai observability adoption, buyer fit, and integration risk.
Source last checked: 2026-06-28
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