搜索「Observability」的结果

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.usefulapi/increase

Read-only Increase banking observability plus one safe non-money-moving write, for AI agents.

io.github.The-Context-Company/context-company

AI agent observability for production traces, natural-language insights, and improvement loops.

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.

io.github.Anirudhx7/suitecrm-mcp

Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.

com.pulsemcp/langfuse

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

com.spanly/spanly

MCP observability. Query live traffic, errors, duration, and alerts from your AI agent.

io.github.Evozim/mc-data-monitor

SQL pipeline observability and DBT integration monitor.

io.github.braintrustdata/braintrust

AI evaluation and observability platform — query experiments, logs, datasets, and prompts.

io.honeycomb/mcp

Query Honeycomb observability data: traces, events, metrics, SLOs, triggers, and boards.

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.monte-carlo-data/mcp

Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.

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.

io.github.cthulhutoo/agentry

Agent registry with Nostr identity, reputation, escrow, observability, and Lightning payments.

io.github.dbsectrainer/mcp-agent-trace-inspector

Step-by-step observability for MCP agent workflows

io.github.ingero-io/ingero

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

io.github.nicofains1/agentwatch

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

io.github.BetterDB-inc/monitor

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

io.github.cyanheads/mcp-ts-template

TypeScript template for building MCP servers with declarative tooling, observability, and auth.