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MCP servers tagged ai-observability
8 live MCP servers tagged "ai-observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-observability.
Arize Phoenix
AI Observability & Evaluation
Greptimedb
The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.
Trulens
Evaluation and Tracking for LLM Experiments and AI Agents
AIHelms
企业级 AI 资源纳管平台，提供统一 AI网关，纳管 OpenAI、Azure、Claude、DeepSeek 等主流模型，并支持 MCP 工具与 Skill 的集中注册分发。具备内外双轨定价、成本归因、统一身份认证、安全审计与效能报表，帮助企业精准控制成本、量化 ROI，高效治理 AI 资产。
Aicw AI Mentions
AICW AI Mentions (formerly AICW Rankings) is an open-source tool that helps online marketers track how often their products are mentioned in responses from popular AI chatbots.
Copper
See what your AI agent is actually doing. One line, zero infra.
Toad Eye
OpenTelemetry observability for LLM systems — auto-instrumentation (OpenAI, Anthropic, Gemini, Vercel AI SDK), cost tracking, budget guards, agent tracing, OTel GenAI semconv, 8 G…
AgentWire
OpenTelemetry + Wireshark + Cloudflare for AI Agents. Monitor, inspect, secure, replay, and optimize all traffic between Users, AI Agents, LLMs, and MCP Servers.