Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
- AlicenseAqualityBmaintenanceProvides AI assistants with read access to Clamp analytics data including pageviews, visitors, referrers, and custom events. Enables traffic analysis, conversion funnel evaluation, and metric alerts through natural language queries.Last updated24271,1791MIT
- AlicenseAqualityBmaintenanceOfficial Google Analytics MCP ServerLast updated882,001Apache 2.0
- 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

Kong Konnect MCP Serverofficial
AlicenseAqualityCmaintenanceA 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 updated1041Apache 2.0- 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
- AlicenseAqualityAmaintenanceEnterprise AI governance layer for spend tracking, runtime guardrails, policy enforcement, and budget limits. Connects Claude, ChatGPT, and any MCP client to ThinkNEO's control plane for SOC2/GDPR/HIPAA compliance monitoring and real-time provider health.Last updated81

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
@margint-ai/mcpofficial
AlicenseAqualityCmaintenanceEnables querying Margint per-customer AI margins and costs from MCP clients. Provides tools to list customers, drill into costs, check budgets, and view workspace-wide cost breakdowns.Last updated4MIT- AlicenseBqualityBmaintenanceEnables 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 updated2542895Mozilla Public 2.0
- AlicenseAqualityBmaintenanceEnables AI agents to perform instant SEO, performance, and security audits of any website through the Model Context Protocol. It provides comprehensive analysis without requiring API keys or configuration.Last updated2112MIT
- AlicenseAqualityBmaintenanceEvery agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.Last updated353151MIT

Kastellofficial
AlicenseAqualityCmaintenanceServer security auditing (413 checks, 29 categories), production hardening, and fleet management. Supports Hetzner, DigitalOcean, Vultr, and Linode.Last updated1748050
AlibabaCloud MCP Serverofficial
AlicenseBqualityAmaintenanceA server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.Last updated34111Apache 2.0
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
perceptdotofficial
AlicenseAqualityBmaintenanceAuto-discovers MCP servers for your project and tracks ROI per session. One install: npx -y @perceptdot/core. Your agent finds its own tools and reports tokens saved.Last updated1MIT
hackle-mcpofficial
AlicenseBqualityCmaintenanceA Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.Last updated191512MIT- 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 updated204MIT

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
Rollbar MCP Serverofficial
AlicenseBqualityBmaintenanceEnables 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 updated82,09525MIT
OpenSIPS MCP Serverofficial
AlicenseBqualityCmaintenanceAI-powered control plane for OpenSIPS SIP servers, enabling natural-language operations and CLI-based management for configuration, migration, monitoring, and diagnostics.Last updated1005
LangSmith MCP Serverofficial
AlicenseAqualityDmaintenanceEnables 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 updated13107- 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 updated16561MIT

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
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.Last updated18281MIT
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- AlicenseAqualityBmaintenanceProvides read-only access to Jaeger distributed tracing data through the Model Context Protocol. Enables Claude and other MCP-capable agents to search traces, inspect spans, and analyze service dependencies directly within conversations.Last updated25MIT

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 updated1819MIT
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- AlicenseAquality-maintenanceConnects 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 updated151513
- AlicenseBqualityCmaintenanceExposes local Reqable network capture traffic to MCP clients for real-time monitoring and analysis of HTTP requests. It enables developers to query, search, and generate code from captured traffic stored locally within a private SQLite database.Last updated1763MIT
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.
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs)
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.
Tether MiningOS bridge — site telemetry, paying demand, BTC to USDC settlement
Service level agreement monitoring for the Hive agent fleet
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.
AWS cloud security scanners for AI agents — S3, IAM, EC2, EKS, RDS, CloudTrail, CloudWatch Logs
Agent admission queue with capacity control and priority tiers
Sonatype component intelligence: versions, security analysis, and Trust Score recommendations
Real-time health monitoring and heartbeat tracking for agent services
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
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.
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.