All Monitoring MCP servers
Best Claude Code mcp servers for ai & agent development on Monitoring (May 2026)
26 curated Claude Code mcp servers that handle ai & agent development on Monitoring projects. Install commands, configs, and copy-paste setup, refreshed May 2026.
26 items matching Monitoring & AI & Agent Development.
Agentforge
Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming, 90% creator revenue share, health monitoring. Self-hostable (MIT).
aggregatorsmonitoringapirest+2
Portainer
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
cloud-platformsdeploymentmonitoringai
Lumino
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.
cloud-platformskubernetesmonitoringai
Netops
Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.
coding-agentsmonitoringautomationai
Console Automation
Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.
coding-agentstestingmonitoringautomation+1
Opik
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
developer-toolsmonitoringllm
Deploy
Universal deployment tracker for AI assistants with live status badges and deployment monitoring
developer-toolsdeploymentmonitoringai
Loopsense
MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.
developer-toolsmonitoringaiagent
Heurist Mesh
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across mul…
finance-fintechsecuritymonitoringai+1
Context First
Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-first-mcp`
knowledge-memorymonitoringrag
Alog
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.
monitoringaiagent
Langfuse
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
monitoringllm
Dynatrace
Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.
monitoringsecurityautomationai+1
Lucidity
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
monitoringsecurityai
Ig
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
monitoringkubernetesai
Netdata
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
monitoringai
Homebutler
All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies.
monitoringdockerai
Monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
monitoringllm
Freshprobe
Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN verdicts with NIST AI RMF mapping. CLI + MCP server + HTTP AP…
monitoringapiaiagent
Datadog
MCP server providing comprehensive Datadog observability access for AI assistants. Features grep-like log search, APM trace filtering with duration/status/error queries, smart sampling modes for token efficiency, and cross-correlation between logs, traces, and metrics.
monitoringai
Cybersec Watchdog
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more.
securitydockermonitoringai
Ciphertrust Manager
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
securityrustmonitoringai
Thales Cdsp Cakm
MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
securitymonitoringai
Meltbook
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting, voting, and monitoring.
social-mediamonitoringaiagent
Screenmonitormcp
Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
other-tools-and-integrationsmonitoringaiagent
Metorial
🎖️ 📇 ☁️ Connect AI agents to 600+ integrations with a single interface - OAuth, scaling, and monitoring included
other-tools-and-integrationsmonitoringaiagent
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