Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
AlicenseBqualityAmaintenanceExposes 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 updated18331Apache 2.0
@arizeai/phoenix-mcpofficial
AlicenseBqualityCmaintenancePhoenix 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 updated273,07010,508Apache 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 updated18163MIT- AlicenseAqualityCmaintenanceMCP server that reads Spark profiler files to give accurate Minecraft server tuning advice, parsing binary protobuf directly and diagnosing TPS, MSPT, GC, heap, and call-tree issues.Last updated142751MIT

Logly MCP serverofficial
AlicenseAqualityAmaintenanceQuery your Logly web analytics — traffic, breakdowns, funnels, real-time visitors — from Claude, Cursor or any MCP client.Last updated8134MIT
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 updated11MIT
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- AlicenseAqualityAmaintenanceEnables 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 updated301,10998Mozilla Public 2.0

ALTR MCP Serverofficial
AlicenseBqualityCmaintenanceEnables 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
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- AlicenseAqualityDmaintenanceExposes Windows system information and control tools including hardware stats, network details, and process monitoring. It enables AI applications to retrieve real-time data about CPU, memory, drives, and active system processes.Last updated212GPL 3.0
- AlicenseAqualityBmaintenanceEnables AI agents to access website analytics, including visitor sessions, UX friction, conversion funnels, and anomaly alerts.Last updated6MIT

iTechSmart MCP Serverofficial
AlicenseBqualityAmaintenanceEnables AI agents to verify cryptographic ProofLink receipts, query UAIO platform status, and simulate infrastructure attacks, providing autonomous IT operations with audit trails.Last updated66151MIT
relayshield-mcpofficial
AlicenseAqualityAmaintenanceSecurity intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.Last updated9MIT
@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 updated4111MIT
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
@vskstudio/takt-mcpofficial
AlicenseAqualityAmaintenanceMCP server for querying privacy-friendly website analytics from a self-hosted Takt instance, supporting metrics like visitors, pageviews, realtime activity, and more.Last updated10228MIT
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
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 updated1043Apache 2.0
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 updated3112Apache 2.0- AlicenseAqualityDmaintenanceAn 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 updated2569MIT
- 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 updated442Apache 2.0
- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.Last updated1MIT
- AlicenseBqualityDmaintenanceEnables AI models to analyze webpage performance using the Google PageSpeed Insights API, providing real-time performance scores and improvement suggestions.Last updated313310MIT

AcuityScan MCP Serverofficial
AlicenseAqualityCmaintenanceEnables AI clients to run comprehensive website scans for security, accessibility, performance, and SEO using the AcuityScan API.Last updated109MIT
KVMFleet MCP Serverofficial
AlicenseAqualityBmaintenanceRead-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 updated5331MIT
Drumbeats MCPofficial
AlicenseAqualityAmaintenanceMCP server for Drumbeats monitoring. Enables creating monitors, triaging incidents, and running HTTP/SSL/DNS checks using natural language from any AI client.Last updated162132Apache 2.0- AlicenseAqualityAmaintenanceProvides 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 updated335502MIT
- 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.Last updated34MIT
- AlicenseAqualityBmaintenanceOfficial Google Analytics MCP ServerLast updated92,611Apache 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.
Public-site SEO/AEO readiness scans with evidence scores, issues, and clear measurement scope.
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.
Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.
Lowers your AWS bill by helping you clean up and optimize your setup
Diagnose AI workflows for failure, security, and handoff risks — RED/AMBER/GREEN per node.
Inspect webhook health, investigate delivery failures, configure sources, and replay events.
Live reliability for AI agent tools: is it working right now, and how do I call it correctly?
Diagnose AI agent failures & translate ambiguous human input into clear intent using RPCS-1.
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
Real-time supply chain risk intelligence — 24 tools, proprietary indices, predictive signals
US ISO Grid MCP — real-time electricity generation, fuel mix, demand,
Query 90 days of honeypot probe data: IP reputation, scanners, CVE probing, TLS/SSH fingerprints.
Live LLM API price + status radar across 11 providers, with public per-model price HISTORY.
Trending/new/changed MCP servers: a liveness-probed freshness index + x402-paid change-data API
SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitoring.
Agent admission queue with capacity control and priority tiers