Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
AlicenseAqualityAmaintenanceHoneypot 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 updated1271MIT- AlicenseAqualityDmaintenanceEnables 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
- AlicenseAqualityBmaintenanceAn interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns.Last updated2568MIT
- AlicenseAqualityCmaintenancePrivacy friendly, cookieless web analytics built MCP-first. "Add analytics to my Next.js app" → an AI agent runs the setup_analytics_for_site tool, picks the right install snippet, edits your layout file, and verifies the script is loading. OAuth onboarding, no API keys to paste.Last updated12819MIT

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- AlicenseAqualityBmaintenanceEnterprise 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 updated81Apache 2.0
- 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 updated6661MIT

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 updated1008Apache 2.0
@arizeai/phoenix-mcpofficial
AlicenseBqualityBmaintenancePhoenix 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 synteLast updated2767910,213Apache 2.0- AlicenseAqualityAmaintenanceThis MCP server transforms Claude into a comprehensive security analyst by providing access to 27 security tools across 21 APIs for vulnerability intelligence. It enables users to query multiple sources like NVD, EPSS, CISA KEV, and threat intelligence platforms in parallel to get correlated security insights and risk assessments for CVEs.Last updated4271,026Apache 2.0

JoeSandboxMCPofficial
AlicenseAqualityDmaintenanceA 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
ZStack MCP Serverofficial
AlicenseAqualityCmaintenanceEnables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs, plus query monitoring metrics and data.Last updated69MIT
@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 updated481MIT
ALTR MCP Serverofficial
AlicenseBqualityBmaintenanceEnables AI assistants to manage data security on the ALTR platform for Snowflake, Databricks, and OLTP databases, offering 99 tools across 10 domains including tag masking, policies, classification, and access governance.Last updated100GPL 3.0- AlicenseAqualityAmaintenanceMCP server — read-only log access for AI assistants. Debug your Linux server with AI, without giving the AI shell access.Last updated671MIT

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.Last updated58GPL 3.0- AlicenseAqualityBmaintenancePoint your coding agent at a URL and get a real-browser QA audit: broken signup/login/checkout flows, JS console errors, missing analytics, consent + security headers, mobile tap targets, and accessibility — returned as machine-verified findings graded A-F.Last updated21Apache 2.0

Lumu MCP Serverofficial
AlicenseAqualityCmaintenanceAn MCP server that integrates Claude Desktop with the Lumu Defender API for AI-powered security incident analysis and management.Last updated141MIT
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.Last updated108Apache 2.0
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
Logly MCP serverofficial
AlicenseAqualityAmaintenanceQuery your Logly web analytics — traffic, breakdowns, funnels, real-time visitors — from Claude, Cursor or any MCP client.Last updated89MIT
AcuityScan MCP Serverofficial
AlicenseAqualityCmaintenanceEnables AI clients to run comprehensive website scans for security, accessibility, performance, and SEO using the AcuityScan API.Last updated101MIT
perceptdotofficial
AlicenseAqualityAmaintenanceAuto-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
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 updated1043Apache 2.0
Tickory MCP Serverofficial
AlicenseAqualityFmaintenanceScheduled 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 updated1829MIT- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.Last updated1MIT

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- AlicenseBqualityDmaintenanceEnables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions.Last updated317010MIT

relayshield-mcpofficial
AlicenseAqualityAmaintenanceSecurity intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.Last updated7MIT
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
MCP ConnectorsBrowse all →
290+ quality-scored API capabilities for AI agents across 27 countries via MCP.
DMARC analytics for AI assistants — domain health, SPF/DKIM records, compliance stats, anomalies.
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Anomaly detection API powered by physics simulation. Scan any data for outliers.
AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.
Ranked MCP server registry + liveness-probed x402 services feed. Free preview; x402-paid.
Configure AI agents and diagnose oscillation, overload, freeze, and environment mismatch.
SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring.
Enterprise AI governance: spend, guardrails, policy, budgets, compliance, and provider health.
Check a domain's registration status, or watch it for expiry, deletion, and availability.
LLM provider intelligence: recommendations, pricing, and status
Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.
Ecosystem monitoring: service status and x402 activity metrics
Read-only MCP access to sessions, funnels, campaigns, errors, live visitors, and anomalies.
Query 90 days of honeypot probe data: IP reputation, scanners, CVE probing, TLS/SSH fingerprints.
Independent A-F trust grade for any MCP server, watched for drift. Free, never for sale.
B2A2H platform — tracks GA4, Vercel deployments, GitHub workflows with AI-powered ROI analytics.
Live browser debugging for AI assistants — DOM, console, network via MCP.
ThreatFox MCP — abuse.ch indicator-of-compromise feed (free, key required)