Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
AlicenseAqualityBmaintenanceOfficial HostTracker MCP server: run uptime, SSL, DNS, blacklist and page-speed checks from 300+ global locations, and manage monitors, alerts, incidents and status pages. The repo packages the hosted endpoint as a stdio bridge (Dockerfile).6651MIT- AlicenseAqualityAmaintenanceVerifies AI outputs in real-time across 6 dimensions, with automatic retry and failover to ensure correct, complete, and reliable LLM responses before they reach the user's editor.253161Apache 2.0

smplkit MCP Serverofficial
AlicenseAqualityBmaintenanceEnables AI agents to create, run, and monitor scheduled HTTP jobs on the smplkit platform via natural language commands.229MIT
@crontinel/mcp-serverofficial
AlicenseAqualityBmaintenanceConnects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.724MIT
prefect-mcp-serverofficial
AlicenseAqualityBmaintenanceAn MCP server for interacting with Prefect resources, enabling AI assistants to monitor, manage, and debug workflows.1452MIT
dashbrr-mcpofficial
AlicenseAqualityAmaintenanceMCP server exposing Dashbrr's REST API as tools, so an LLM can read and manage a dashbrr instance: configured services, per-service health, and summary panels for many apps. Write tools cover settings management, download-queue deletes, Overseerr approvals, UI preferences, and the Plex auth PIN flow.34MIT
WAVE MCP Serverofficial
AlicenseBqualityBmaintenanceExposes WAVE streaming APIs as tools for AI assistants to manage live streams, studio productions, and real-time analytics. It enables users to control stream lifecycles, monitor health metrics, and access billing usage through the Model Context Protocol.18241Apache 2.0
Kong Konnect MCP Serverofficial
AlicenseAqualityFmaintenanceA Model Context Protocol server enabling AI assistants to interact with Kong Konnect's API Gateway, providing tools to query analytics data, inspect configurations, and manage control planes through natural language.1044Apache 2.0- AlicenseAqualityBmaintenanceRead-only PostgreSQL performance auditing via MCP. Collects metrics from PostgreSQL system views, applies deterministic checks for index, query, vacuum, configuration, and connection issues, and returns structured findings for MCP clients.5MIT
- AlicenseAqualityDmaintenanceEnables AI agents to access website analytics, including visitor sessions, UX friction, conversion funnels, and anomaly alerts.6MIT
- AlicenseAqualityAmaintenanceMore than just an MCP server that covers the entire range of Docker management tasks, it helps you create workflows to easily manage your Docker environments at scale. It allows you manage multiple local or remote (TCP, TLS, SSH) docker instances and exposes things like logs and stats as resources so that you can monitor and triage all of them.21644MIT

DevHelm MCP Serverofficial
AlicenseBqualityCmaintenanceMCP server for uptime monitoring, incidents, alerting, and dependency status.1291MIT- AlicenseBqualityBmaintenanceEnables natural language interaction with Connhex IoT platform APIs for managing devices, telemetry, rules, and resources via MCP tools.301MIT

Itential MCP Serverofficial
AlicenseBqualityAmaintenanceMCP server for connecting LLMs to Itential Platform, enabling network automation, workflow orchestration, and platform monitoring.7635GPL 3.0
kenda-ingestion-mcpofficial
AlicenseAqualityAmaintenanceLets AI hosts answer questions about Kenda token spend and waste directly from the terminal.2MIT
Foreman MCP Serverofficial
AlicenseBqualityDmaintenanceEnables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.510GPL 3.0
endoflife-mcpofficial
AlicenseAqualityAmaintenanceSoftware end-of-life intelligence for AI agents: EOL dates, support timelines and 0-100 upgrade risk scores for 480+ products. Check whether a version is still supported, score its risk, or audit an entire stack.5MIT- AlicenseAqualityAmaintenanceEnables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.34MIT

oncallhealth-mcpofficial
AlicenseBqualityCmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.3Apache 2.0
@vskstudio/takt-mcpofficial
AlicenseAqualityFmaintenanceMCP server for querying privacy-friendly website analytics from a self-hosted Takt instance, supporting metrics like visitors, pageviews, realtime activity, and more.1016MIT
Mallory MCP Serverofficial
AlicenseAqualityFmaintenanceA robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.108Apache 2.0
zsvirt-mcp-serverofficial
AlicenseAqualityBmaintenanceEnables natural language discovery, inspection, and execution of ZStack's 2000+ cloud management APIs, plus searching and retrieving monitoring metrics, with read-only safety controls and multi-tenant authentication support.61MIT
@arizeai/phoenix-mcpofficial
AlicenseBqualityAmaintenancePhoenix MCP Server is an implementation of the Model Context Protocol for the Arize Phoenix platform. It provides a unified interface to Phoenix's capabilites. You can use Phoenix MCP Server for: Prompts Management: Create, list, update, and iterate on prompts Datasets: Explore datasets, and synte271,63911,329Apache 2.0- AlicenseAqualityAmaintenanceProvides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.21531MIT

Inference AIopsofficial
AlicenseBqualityAmaintenanceEnables governance-grade AIops for GPU inference clusters with root-cause analysis, metrics, and policy-governed operations for vLLM and Ray.39MIT
astro-airflow-mcpofficial
AlicenseAqualityFmaintenanceAn MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.3113Apache 2.0
octowatch-mcpofficial
AlicenseBqualityBmaintenanceEnables read-only interaction with OctoWatch DLP Cloud, allowing users to query risks, anomalies, user activity, productivity, and reports via natural language.222MIT- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.1MIT

Yamaru Hardware Probeofficial
AlicenseAqualityDmaintenanceExpert system hardware probe and performance diagnostic engine for AI, Gaming, and High-Performance workflows. Provides deep system insights such as real-time monitoring, thermal diagnostics, and LLM optimization.11577Apache 2.0- AlicenseAqualityDmaintenanceConnects AI assistants to Custify customer success data for querying account metrics, health scores, and usage trends. It also supports taking actions such as creating notes, managing tasks, and triggering playbooks.15213MIT
MCP ConnectorsBrowse all →
290+ quality-scored API capabilities for AI agents across 27 countries via MCP.
Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.
Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.
Accessibility and WCAG data for your own websites: fix lists, live checks, and fix validation.
Rights-aware censorship, China-economic status, and tamper-evident AI evaluation tools.
Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks
SSRF-safe web intelligence: 4 outcomes, 43 paid x402 tools, 3 free tools and a URL preview.
Independent health, price and history for x402/MPP endpoints. Metered over x402; free grade on web.
Scores a business's online presence 0–100 and names the top issues to fix — search visibility, whether AI assistants can read and recommend it, speed and first impression, trust, and how easy the business is to reach. Give the scan_website tool a URL and it returns the score with the top issues, in chat. English and Arabic. By BottleTech (bottletech.net).
Monitoring that agents set up for themselves — cron jobs, CI/CD pipelines and AI agent runs.
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
Authorized security, SEO, AI visibility, integrations, accessibility and performance audits.
Fixter's MCP provides a stream-lined agentic way to onboard, setup and use the Fixter monitoring and observability platform. Check out more at https://fixter.dev/
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Monitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
Vouch — independently measured reliability scores for MCP tools, not self-reported claims.
SupplyMaven supply chain risk management data including manufacturing, port and airport congestion, border, materials and macro indexes
Front desk for the AIS MCP campus: lists our buildings (CVE, Flight Recorder), prices, how to pay
Ask about your Dreambooth Studio photobooths: sessions, revenue, credits, projects, device status.