Best Monitoring & Observability MCP Servers for VS Code / GitHub Copilot
Connect monitoring & observability tools to VS Code / GitHub Copilot using MCP servers. These servers let VS Code / GitHub Copilot interact with monitoring & observability resources, enabling powerful AI-assisted workflows for developers.
MCPgee indexes 873 monitoring & observability MCP servers with a median of 34 GitHub stars; 78% are written in typescript and 20% install via npm. All work with VS Code / GitHub Copilot.
Top 30 of 873 Monitoring & Observability Servers for VS Code / GitHub Copilot
Netdata MCP Server
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Kubeshark MCP Server
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
Mission Control MCP Server
Self-hosted AI agent orchestration platform: dispatch tasks, run multi-agent workflows, monitor spend, and govern operations from one mission control dashboard.
Grafana
This MCP server enables natural-language querying of Grafana logs by automatically detecting log sources and service labels. It provides read-only access to log data with intelligent caching for efficient repeat queries.
Sentrux MCP Server
Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.
Openinference MCP Server
OpenTelemetry Instrumentation for AI Observability
Thinkwatch MCP Server
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
Openderisk MCP Server
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.
Vllora MCP Server
Debug your AI agents
Sentry MCP
A remote Model Context Protocol server acting as middleware to the Sentry API, allowing AI assistants like Claude to access Sentry data and functionality through natural language interfaces.
Tda MCP Server
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.
Mcpspy MCP Server
MCP Monitoring with eBPF
WireMCP
A Model Context Protocol server that provides LLMs with real-time network traffic analysis capabilities, enabling tasks like threat hunting, network diagnostics, and anomaly detection through Wireshark's tshark.
Prometheus MCP Server
Enables AI assistants to execute PromQL queries and discover metrics within AWS Managed Prometheus (AMP) using SigV4 authentication. It provides tools for instant and range queries, label management, and metric discovery in secure, VPC-isolated envir
Performancemonitor MCP Server
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
unifi-mcp-server
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector. 8 workflow Prompts (4 fleet-ops + 4 MSP). Read-only.
Api200 MCP Server
API 200 is an open source API gateway to simplify 3rd-party integrations. Import endpoints, set up caching, retries, and mocks. Access all services via one URL. Monitor logs, track errors, and get alerts on API incidents.
Gram MCP Server
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
Airbroke MCP Server
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
zabbix-mcp-server
🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and documentation tools for seamless exploration of hosts, items, triggers, tem
mcp-server-wazuh
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agents, security alerts, detection rules, and decoders through Claude or other MCP clients. It provides specialized tools and prompts for investigating security alerts, perform
Crowdsentinels Ai Mcp MCP Server
AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch
mcp-guardian
Security, cost, and health governance proxy for MCP infrastructure. Enforces YAML-configurable security policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Feature
Opentelemetry MCP Server
Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debugging and observability.
Moor MCP Server
Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observable, configurable gateway to your MCP servers.
Perfetto MCP
Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.
Perfetto MCP Server
This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.
Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready M
mcp-victoriametrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Log Analyzer with MCP
A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
VS Code / GitHub Copilot Configuration
Add monitoring & observability MCP servers to your VS Code / GitHub Copilot configuration at .vscode/settings.json:
{
"github.copilot.chat.mcp.servers": {
"filesystem": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-filesystem", "."]
},
"github": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-github"],
"env": {
"GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_your_token_here"
}
},
"postgres": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost:5432/mydb"]
},
"brave-search": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-brave-search"],
"env": {
"BRAVE_API_KEY": "your_brave_api_key_here"
}
},
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
}
}
}