Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
AlicenseAqualityBmaintenanceHoneypot threat intelligence for AI agents. Query 90 days of probe data from our sensor network: IP reputation, scanner classification, CVE probing trends, TLS/SSH/JA4 fingerprints. Free tier 500 credits/day, OAuth + bearer auth, streamable HTTP at https://mcp.honeylabs.net/mcp.Last updated127MIT- AlicenseAqualityBmaintenanceOfficial Google Analytics MCP ServerLast updated492,165Apache 2.0
- AlicenseAqualityBmaintenanceEnables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.Last updated3042897Mozilla Public 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.Last updated151473MIT

Alephant MCPofficial
AlicenseAqualityCmaintenanceAlephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.Last updated873ISC
Kastellofficial
AlicenseAqualityCmaintenanceServer security auditing (413 checks, 29 categories), production hardening, and fleet management. Supports Hetzner, DigitalOcean, Vultr, and Linode.Last updated1748053- AlicenseAqualityBmaintenanceReal-time cost observability for Model Context Protocol tool calls. Wraps any MCP server, attributesspend per tool/project/customer. Free 25K calls/month. EU-hosted, GDPR-ready, MIT.Last updated6651MIT

Foreman MCP Serverofficial
AlicenseBqualityCmaintenanceEnables 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.Last updated58GPL 3.0
Logly MCP serverofficial
AlicenseAqualityBmaintenanceQuery your Logly web analytics — traffic, breakdowns, funnels, real-time visitors — from Claude, Cursor or any MCP client.Last updated8273MIT- AlicenseAqualityCmaintenanceReal-time status monitoring, uptime tracking, incident history, and API pricing for 42+ AI tools including ChatGPT, Claude, Gemini, Cursor, GitHub Copilot, Perplexity, DeepSeek, and Groq. No API key required. Data updated every 5 minutes from independent monitoring infrastructure.Last updated67281MIT

Kong Konnect MCP Serverofficial
AlicenseAqualityBmaintenanceA 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.Last updated1042Apache 2.0
@inscada/mcp-serverofficial
AlicenseAquality-maintenanceEnables AI assistants to interact with inSCADA systems via the Model Context Protocol, providing 39 tools for live data, alarms, scripts, historical analysis, charts, and more.Last updated3985MIT
Rollbar MCP Serverofficial
AlicenseBqualityCmaintenanceEnables AI assistants to interact with Rollbar error tracking and monitoring service, allowing them to diagnose issues, view item details, list deployments, retrieve session replays, and update item properties through natural language commands.Last updated82,35927MIT- AlicenseAqualityBmaintenanceConnects AI assistants to Warpmetrics telemetry data to monitor AI agent performance, execution runs, and LLM costs. It allows users to query success rates, latency, and spend metrics directly through natural language interfaces.Last updated2022MIT

KVMFleet MCP Serverofficial
AlicenseAqualityCmaintenanceRead-only MCP server that allows AI assistants to query and monitor KVM Fleet devices, audit logs, and console sessions through the official REST API.Last updated5125MIT
Scout Monitoring MCPofficial
AlicenseAqualityCmaintenanceEnables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.Last updated1328MIT
oncallhealth-mcpofficial
AlicenseBqualityBmaintenanceMCP server for On-Call Health burnout analysis. Connects AI assistants to your on-call data for workload insights.Last updated3Apache 2.0
LangSmith MCP Serverofficial
AlicenseAqualityCmaintenanceEnables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.Last updated13112MIT- AlicenseAqualityCmaintenanceEnables 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.Last updated6MIT

Mallory MCP Serverofficial
AlicenseAqualityBmaintenanceA 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.Last updated108Apache 2.0
AcuityScan MCP Serverofficial
AlicenseAqualityCmaintenanceEnables AI clients to run comprehensive website scans for security, accessibility, performance, and SEO using the AcuityScan API.Last updated1011MIT
Tickory MCP Serverofficial
AlicenseAqualityBmaintenanceScheduled scans across all Binance spot and perpetual pairs using CEL rules (RSI, volume, MAs, price action). Runs server-side 24/7, fires webhooks on match, with delivery proof and alert explainability.Last updated1817MIT
hackle-mcpofficial
AlicenseBqualityCmaintenanceA Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.Last updated194852MIT- AlicenseAqualityBmaintenanceSix-layer website monitoring (uptime, performance, SSL, DNS, visual regression, content change) from Claude, Cline, and Cursor. Free tools (DNS lookup, SSL check, speed test, website checker) work without an account; monitor, incident, alert, and status-page tools use a personal API key.Last updated1691MIT
- AlicenseAqualityBmaintenanceMCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.Last updated29586MIT

JoeSandboxMCPofficial
AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud. This server exposes rich analysis and IOC extraction capabilities from Joe Sandbox and integrates cleanly into any MCP-compatible application (e.g. Claude Desktop, Glama, or custom LLM agents).Last updated1510MIT
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.Last updated3111Apache 2.0
ChartMogul MCP Serverofficial
AlicenseAqualityCmaintenanceEnables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and contacts.Last updated557MIT- AlicenseAqualityAmaintenanceUnified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend.Last updated284MIT
- AlicenseAqualityCmaintenanceEnables AI agents to access website analytics, including visitor sessions, UX friction, conversion funnels, and anomaly alerts.Last updated6MIT
MCP ConnectorsBrowse all →
DMARC analytics for AI assistants — domain health, SPF/DKIM records, compliance stats, anomalies.
Privacy-first web analytics, exposed to your AI agent as a first-class data source. The agent sees your traffic, referrers, geos, devices, live visitors, and custom events, and can reason across them. Ask what changed since the last deploy, why a campaign underperformed, which segment of signups actually activated, or have it build a conversion funnel and alert you when bounce rate spikes.
Read-only analytics for Convex apps, queryable via MCP from Claude, Cursor, and other clients.
Security intelligence via x402 on Base. CVE lookup, IP reputation, secret scanning.
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Cloudflare Workers MCP server: api-changelog-tracker
AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits.
Cloudflare Workers MCP server: api-response-cost-analyzer
Cloudflare Workers MCP server: cron-collision-detector
Bot traffic detector for paid ads. Input: domain. Returns trigger, fake sessions, daily USD waste.
Cloudflare Workers MCP server: api-flow-analyzer
Cloudflare Workers MCP server: ai-rate-limit-tracker
Sonatype component intelligence: versions, security analysis, and Trust Score recommendations
DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.
The Cortex MCP server provides read-only access to real-time engineering context from the Cortex developer portal, allowing AI coding assistants to answer natural language questions about your organization's catalog (microservices, libraries, domains, teams, infrastructure), scorecards (engineering standards and best practices), initiatives (goals and deadlines), and Engineering Intelligence metrics. It includes tools for querying documentation, tracking personal entities, and accessing AI-assisted insights across the entire Cortex ecosystem.
Cloudflare Workers MCP server: agent-loop-detector