搜索「Observability」的结果

io.github.ThoTischner/observability-mcp

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

io.github.AIops-tools/observability-aiops

Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

io.github.RudrenduPaul/agent-observability

AI agent observability with deterministic record/replay for debugging agent failures.

io.github.KryptosAI/agent-observability

Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.

io.github.fr33dr4g0n/agentry-observability

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

io.github.infoinlet-marketplace/mcp-observability

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

io.github.mdfifty50-boop/agentic-observability

Agent tracing, cost tracking, anomaly detection for LLM agents

io.github.gagandeeppra/mcp-observability-server

MCP server for querying logs from observability platforms with unified search and tracing

io.github.blueskylineassets/agent-observability

Agent observability: structured logging, cost tracking, and compliance audit trails

com.argosvix/server

Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

io.github.AIops-tools/ai-guardian

Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

io.github.paipaipai666/nexus-browser-mcp

Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.

io.github.Meet-Bhalodiya/newrelic-mcp

Secure, self-hosted New Relic observability and administration tools for MCP clients

io.github.solsolettidev/nats-trail

Read-only NATS and JetStream observability: trace a request across streams, rank what is broken.

io.github.sanjay-amu/kafka-sentinel-mcp

Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.

io.github.cunjun/mcubuddy

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

io.github.spanlens/mcp-server

Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

io.github.moongioh/hscope

Turn-level governance observability for Claude Code transcripts. Local-first, no LLM inside.

io.github.agentkitai/agentlens

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents.

com.pulsemcp/langfuse

MCP server for Langfuse LLM observability — trace and observation analysis.

io.github.lhf552004/cloudpulse

Cross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.

ai.anomalyarmor/armor-mcp

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

io.github.carsonroell-debug/selfheal-mcp

Self-healing proxy for MCP servers with retry, circuit breaker, and observability

io.github.ura-tools/agentrace

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.