Monitoring & Observability MCP servers

Improve AI-generated code quality with prompt-based analysis across 10 dimensions, from complexity to security vulnerabilities.

Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration

MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.

MCP server for Langfuse LLM observability — trace and observation analysis.

MCP server for managing Fly.io machines, apps, logs, and Docker images.

MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.

MCP server for Vercel — manage deployments and view build and runtime application logs.

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

ExecBro: React Native AI debugger and devtools MCP server. Gives AI agents eyes and hands in your running app (logs, network, state inspection, tap, screenshot).

Multi-agent orchestration with a race-condition-safe shared blackboard, agent spawning, FSM transitions, budget and token tracking, and audit logs.

Control Xiaomi/Mijia smart home devices (lights, AC, heaters, robots, cameras), with a web dashboard, REST API, CLI, energy monitoring and automation rules.

Google PageSpeed Insights, CrUX and Lighthouse analysis: page comparison, real-user data, batch runs, regression tracking, diagnostics and recommendations.

Access Heurist Mesh web3 AI agents for blockchain analysis, smart contract auditing, token metrics, DeFi analysis, NFT valuation and transaction monitoring.

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

Query and analyze your Axiom logs, traces, and all other event data in natural language

MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting

Twitter management: timelines, user tweets, hashtag monitoring, conversation and sentiment analysis, direct messages and full post lifecycle control.

New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)

Console automation and monitoring, like Playwright for terminal apps: session management, SSH, testing, monitoring and background jobs.

Query and interact with Kubernetes environments monitored by Metoro.

Use Panther's SIEM platform in natural language to write detections, query logs and manage alerts.

MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure

Proof-of-behavior enforcement for AI agents: define permit/forbid/require rules, enforce them at runtime and keep hash-chained, tamper-evident audit logs.

Model Context Protocol (MCP) server for Firewalla MSP API - Provides real-time network monitoring, security analysis, and firewall management through 28 read-only tools, plus 11 opt-in write tools, compatible with any MCP client

Jira-like SQLite project tracker: projects, epics, tasks and subtasks, dependencies with auto-blocking, threaded comments, templates and activity logs.

Real-time observability for AI coding agents — Claude Code & OpenCode. Track tokens, costs, tool calls, agents, MCP, sessions, quotas and orchestration locally.

Query problems, logs, events, SLOs, security insights and performance metrics from self-hosted Dynatrace Managed environments.

Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.

Monitor infrastructure, manage agents and deployments, track metrics, logs, and events

Manage dashboards, users, teams, alerts, data sources, and access control

Manage incidents, on-call schedules, escalation policies, and alert notifications

Track errors, manage performance alerts, and configure dashboards and monitors

Roku development: ECP device control, automated channel sideloading, BrightScript debugging and real-time log monitoring.

Turn screen recordings or other local video and audio into local Whisper transcripts, keyframes, OCR and full-text search, with wall-clock timestamps for logs.

An MCP server for Scout Monitoring data interactions.

Query GreptimeDB metrics, logs and traces with SQL, TQL and RANGE. Manage pipelines and dashboards.

Query Loki logs through the Grafana API.

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

Manage AWS EC2, Hetzner, OVH and SSH servers: commands, logs, CloudWatch/CloudTrail queries, fleet health, IP banning and S3, with tiered safety guards.

Read-only debugging for Hono apps: recent exceptions with their requests, logs and queries, requests filtered by status or duration, and the slowest queries.

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

Read large logs, JSON and docs in a fraction of the tokens. Offline, fact-preserving optimizer.

Tamper-evident AI agent observability: hash-chained audit log with verification and signed export (EU AI Act Art. 12), plus OpenTelemetry GenAI traces.

MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods

Investigate errors, track deployments, analyze performance, and manage application monitoring

Bridge to GenieACS (TR-069 ACS) instances: device data, firmware management and CPE actions such as reboot, parameter refresh and firmware download.

Android development: build APKs, launch emulators, manage devices, automate UI and analyze logs.