- Conduid
- Marketplace
- #observability
MCP servers tagged observability
791 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
MCP server for Grafana
Victoriametrics
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
VictoriaMetrics-Community/mcp-victoriametrics
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
SDK Typescript
A model-driven approach to building AI agents in just a few lines of code.
Victorialogs
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
VictoriaMetrics-Community/mcp-victorialogs
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
Mcpbench
The evaluation benchmark on MCP servers
langfuse/mcp-server-langfuse
Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
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…
Voltagent
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Server
Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.
Victoriatraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
VictoriaTraces
The implementation of Model Context Protocol (MCP) server for VictoriaTraces
Skywalking MCP
Apache SkyWalking MCP Server
Open Multi Agent
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.
Open Multi Agent
Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Own it, approve it, audit it.
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…
Azure MCP
MCP server for inspecting Azure API Management, Application Insights and App Service through .NET.
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
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
Otel Go
OpenTelemetry middleware for Go MCP servers (go-sdk)
ejcho623/agent-breadcrumbs
Cross-platform agent logging and observability
Tracely AI
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
Overmind
The platform for continuously improving AI agents.
Overmind
The platform for continuously improving AI agents.
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-…
TANTIOPE/datadog-mcp-server
MCP server providing AI assistants with full Datadog observability access.
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.
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…
Agent Inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.
Loongsuite Go
OpenTelemetry Compile-Time Instrumentation for Golang
Pgbot
In-database observability for PostgreSQL: one read-only static binary reads pg_stat views, prints a findings-first health report with deltas, tuning and pg_stat_io storage-latency…
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
The statistical analyst in your AI chat — bring data and a question, own a citable, re-runnable analysis. Four depth tiers, from instant Snapshot to full Deck study. Works in Clau…
Example Sqlite MCP Server
A demonstration of using AIGNE Framework and Sqlite MCP Server to interact with a SQLite database
Go SDK
Production observability for MCP servers. Traces, metrics, and logs — wired up in two lines.