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MCP servers tagged observability
154 live MCP servers tagged "observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with observability.
grafana/mcp-grafana
Model Context Protocol (MCP) server for Grafana - Complete TypeScript implementation with all tools
VictoriaMetrics-Community/mcp-victoriametrics
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
Victoriametrics
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
VictoriaMetrics-Community/mcp-victorialogs
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
Victorialogs
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
mpeirone/zabbix-mcp-server
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and an…
langfuse/mcp-server-langfuse
MCP server for Langfuse analytics and cost monitoring with readonly/readwrite modes via CLI flags for secure npx deployment
Datadog
📊 Integrate Datadog Logs, Monitors, Metrics, Incidents, and Dashboards with this Model Context Protocol (MCP) server for seamless AI assistance.
Monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
last9/last9-mcp-server
Last9 MCP Server
Alibabacloud Ack MCP Server
Alibaba Cloud's ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform complex tasks via natural language through th…
Axon
Local hardware intelligence for AI coding agents. Zero cloud. Zero telemetry.
dynatrace-oss/dynatrace-mcp
MCP server for Dynatrace Observability
seekrays/mcp-monitor
Real-time monitoring and observability for MCP servers
VictoriaTraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Victoriatraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Prometheus MCP
Prometheus MCP Server
Skywalking MCP
Apache SkyWalking MCP Server
Shinzo
Complete observability platform for AI agents and MCP servers. Improve your AI deployment outcomes, identify inference inefficiencies, and gain insights into real agent usage patt…
Signoz
Model Context Protocol server for SigNoz observability platform
Vmanomaly
The implementation of Model Context Protocol (MCP) server for VMAnomaly
Telemetryflow Python MCP
Enterprise-Grade Model Context Protocol (MCP) Python Server with Claude AI Integration
server
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Awesome Data Catalogs
📙 Awesome Data Catalogs and Observability Platforms.
Greptimedb
The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.
Codeburn
Free, local tool to track AI coding token usage and cost across 31 tools and agents (Claude Code, Cursor, Codex, Gemini and more), by model, project, and task. npx codeburn
Openstatus
🫖 Status page with uptime monitoring & API monitoring as code 🫖
Nightingale
Nightingale is to monitoring and alerting what Grafana is to visualization.
Openchoreo
OpenChoreo is an internal developer platform for Kubernetes
Homelab MCP
MCP server exposing k3s, docker running on my homelab
ejcho623/agent-breadcrumbs
Cross-platform agent logging and observability
Otel Go
OpenTelemetry middleware for Go MCP servers (go-sdk)
Mezmo MCP
Mezmo MCP: A remote Model Context Provider (MCP) for AI assistants and IDEs to interact with the Mezmo observability platform—enabling pipeline management, log querying, and root-…
Mantora
The open-source run log for MCP agents. Get a shareable report to verify and reproduce what the agent did — plus a protective mode for common dangerous SQL.
TANTIOPE/datadog-mcp-server
LLM-optimized MCP server for Datadog APM, logs, and metrics. Delivers structured, token-efficient trace and log insights designed specifically for AI-driven debugging—not just raw…
Log
Compliance-grade audit logging for MCP client operations (SOC2, HIPAA, PCI)
Monoscope
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
Kuvasz
Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration…
Awesome Kubernetes
A curated list of awesome references collected since 2018.
Awesome Observability
Awesome observability page
Flawless
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
Agentacct
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files changed, tests run, time and tokens spent. Local-first dashboard for Cl…
Inspector
Modern MCP Inspector for remote mcp servers with support for Apps SDK
Coroot
MCP server for Coroot observability platform - integrate monitoring, troubleshooting, and configuration tools with AI agents
Analytics
MCP analytics wrapper SDK that instruments MCP tool declarations with telemetry.
Example Sqlite MCP Server
A demonstration of using AIGNE Framework and Sqlite MCP Server to interact with a SQLite database
Go SDK
MCP server with Opentelemetry support
K8s
Observability focused Kubernetes MCP server
Pulse
Modern Windows observability app with real-time system insights.
Claude Code Karma
Dashboard for monitoring claude code sessions.