Best MCP Servers for Monitoring & Observability (May 2026)

Nerq found 591 MCP servers for monitoring & observability, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for monitoring & observability is zabbix-mcp with 2 stars and a trust score of 75/100. MCP servers for monitoring systems, collecting metrics, and managing logs and alerts.

Last updated: May 06, 2026 | 591 servers in this category | Data from Nerq

Top 20 MCP Servers for Monitoring & Observability

#	Name	Stars	Trust	Author	License	Description
1	zabbix-mcp	2	B 75	mhajder	MIT	Zabbix MCP Server is a Python-based server that provides advanced access to Zabbix monitoring data.
2	spre-sre/lumino-mcp-server	5	B 72	spre-sre	N/A	AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Co
3	librelink-mcp-server	1	B 72	sedoglia	MIT	A Model Context Protocol server for integrating glucose monitoring data with Claude Desktop.
4	BerriAI/litellm	36,444	B 72	BerriAI	NOASSERTION	Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost
5	cutie-mcp	0	B 71	Stig-Johnny	N/A	MCP server for managing Cuti-E admin API conversations and platform monitoring.
6	adguardhome-mcp-rs	0	B 71	nicholaswilde	N/A	Rust implementation of AdGuard Home MCP server for network monitoring and management.
7	Spec Workflow	3,966	B 70	https://github.com/pimzino/spec-workflow-mcp	N/A	Provides structured project management through a four-phase development workflow with requirements g
8	Portainer Container Management	133	B 70	https://github.com/portainer/portainer-mcp	N/A	Provides a bridge between AI and Portainer container management platform, enabling environment monit
9	Alibaba Cloud	108	B 70	https://github.com/aliyun/alibaba-cloud-ops-mcp-server	N/A	Provides a bridge to Alibaba Cloud services for managing ECS instances, viewing resources, monitorin
10	datadog-mcp-server	1	B 70	TANTIOPE	N/A	MCP server for AI assistants with Datadog observability.
11	SSH Orchestrator	20	B 70	https://github.com/samerfarida/mcp-ssh-orchestrator	N/A	Provides secure SSH fleet orchestration with policy-enforced command execution across multiple serve
12	jacedomotz/domotz-mcp-server	7	C 70	jacedomotz	MIT	Connect Claude AI to your Domotz network monitoring platform using the Model Context Protocol (MCP).
13	Pimzino/spec-workflow-mcp	3,896	B- 70	Pimzino	GPL-3.0	A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tool
14	pydantic/logfire-mcp	147	C 69	pydantic	N/A	The Logfire MCP Server is here! :tada:
15	io.github.monte-carlo-data/mcp	0	B- 69	https://docs.getmontecarlo.com/docs/mcp-server	N/A	Data + AI observability — monitor and troubleshoot production-grade agents and the context they use.
16	io.github.RiskThinking/cdt-express-mcp	0	B- 69	https://github.com/RiskThinking/cdt-express-mcp	N/A	Interact with climate metrics via Riskthinking.AI's CDT Express API in supported AI chat experiences
17	brennhill/gasoline-mcp-ai-devtools	37	C 68	Unknown	N/A	Gasoline MCP — Browser observability for AI coding assistants. Streams console logs, network errors,
18	Toolkit (System Utilities)	19	B- 68	https://github.com/cyanheads/toolkit-mcp-server	N/A	Provides system utilities and tools for network diagnostics, monitoring, cryptography, and QR code g
19	filesystem-mcp-server	0	C 68	LyaKonch	N/A	MCP Filesystem Server provides secure file access, directory analysis, and system monitoring.
20	Adaptive-Personal-Risk-Intelligence-MCP-Server	0	C 68	Ommodi07	N/A	MCP server that learns personal risk intelligence across financial, emotional, stress, and confidenc

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About MCP Servers for Monitoring & Observability

MCP servers for monitoring systems, collecting metrics, and managing logs and alerts. Nerq tracks 591 MCP servers in the monitoring & observability category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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