Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
MCP ServersBrowse all →
- AlicenseAqualityBmaintenanceOfficial Google Analytics MCP ServerLast updated892,087Apache 2.0
- 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

@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 updated491MIT- 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
- 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 updated16121MIT

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- 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 updated2015MIT

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
LangSmith MCP Serverofficial
AlicenseAqualityBmaintenanceEnables 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 updated13109MIT- AlicenseAqualityAmaintenanceUnified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend.Last updated264MIT

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 updated1831MIT- AlicenseAqualityAmaintenanceOPNsense firewall operations via API & mcp. Query ARP, DHCP, firewall rules, logs, interfaces, system status, and packet capture via STDIO or SSE.Last updated3194MIT
- 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
- 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

Foreman MCP Serverofficial
AlicenseBqualityBmaintenanceEnables 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 updated57GPL 3.0
hackle-mcpofficial
AlicenseBqualityCmaintenanceA Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.Last updated192262MIT
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
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 updated34113Apache 2.0
ChartMogul MCP Serverofficial
AlicenseAqualityDmaintenanceEnables 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
relayshield-mcpofficial
AlicenseAqualityBmaintenanceSecurity intelligence for AI agents — breach detection, SIM swap, domain lookalikes, OAuth watchlist, and malware scanning. Subscription or x402 PAYG.Last updated7MIT
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 updated81,99225MIT
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 updated18671MIT
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- 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 updated353181MIT
- 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 updated273601MIT
- 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

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
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- AlicenseAqualityBmaintenanceSecurity, cost, and health governance proxy for MCP infrastructure. Enforces YAML-configurable security policies (blocklists, rate limits, token budgets), tracks real token costs via tiktoken, monitors server health with live JSON-RPC probes. Features OAuth 2.1/OIDC with RBAC, web dashboard, payload normalization, semantic shell AST analysis, mTLS, and a formal STRIDE threat model.Last updated844,678MIT
- 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 updated67389MIT
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.
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.
Cloudflare Workers MCP server: api-changelog-tracker
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.
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
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