monitoring--observability.md

📡 Monitoring & Observability

Servers connecting to monitoring systems, logging platforms, or providing system/application performance metrics.

• GT-dinuo/server-ops-mcp: Server ops via MCP — log troubleshooting, CPU/memory/disk monitoring, code edit, Nginx & certificate management. Local or SSH-remote with two-step confirmation, command whitelist, and secret redaction. Install: npx -y server-ops-mcp. Registry id io.github.GT-dinuo/server-ops-mcp.

• uptimemonitoring/examples: Agent-native uptime monitoring via MCP — create, inspect, and assert monitor health, list incidents, and manage monitors. Remote streamable-http at https://api.uptimemonitoring.com/mcp, OAuth 2.1 or API key, no install. Free 50-monitor tier. Registry id com.uptimemonitoring/mcp. Docs: https://uptimemonitoring.com/docs/mcp/.

• triadgit/humanhours-mcp: Track agent ROI and enrich companies via MCP: hours and money saved, ROI reports, and per-hour wage data. Remote streamable-http at https://mcp.humanhours.dev/mcp, OAuth 2.1, no install, no API keys. Registry id dev.humanhours/humanhours. Docs: https://humanhours.dev/docs/mcp.

• Tethral-Inc/AgentRegistry: Agent Composition Records MCP server for logging AI-agent interactions and querying behavioral profiles through friction, coverage, stable-corridor, failure-registry, and trend lenses. 21 tools. Install: npx -y @tethral/acr-mcp.

• kame6493-del/mcp-diagnostics: Website diagnostics MCP server for DNS, SSL, HTTP headers, security audit grading, WHOIS, and technology-stack checks. Install: npx mcp-diagnostics. No API keys required.

• us-all/datadog-mcp-server - Datadog observability MCP server with 165 tools across metrics, monitors, logs, APM, RUM, incidents, status pages, and fleet automation. 4 workflow Prompts and incident-triage-snapshot aggregation tool.

• vdalhambra/siteaudit-mcp: Instant website audits MCP with 11 tools — full SEO (20+ checks), security headers + SSL, Lighthouse performance via Google PageSpeed, multi-site competitive comparison, broken link crawler, WCAG accessibility audit, Schema.org structured data validation, competitor gap analysis, robots.txt parser. No API keys. FastMCP 3.2, MIT.

• aliyun/alibabacloud-observability-mcp-server: Facilitates seamless integration with Alibaba Cloud's observability products, offering tools for efficient log and application monitoring.

• shibley/apistatuscheck: Monitors real-time API status across 250+ popular services, providing outage detection, historical uptime data, and status page aggregation through the Model Context Protocol.

• devhelmhq/mcp-server: Provides AI agents with tools to monitor uptime, manage incidents, configure alerting, and query third-party dependency status. Supports HTTP, DNS, TCP, ICMP, and heartbeat monitors.

• enomoto11/aws-cost-notifier-mcp-server: Monitors daily AWS costs and generates GitHub Issue reports for cost analysis and comparison.

• binalyze/air-mcp: Facilitates natural language interaction with Binalyze AIR's digital forensics and incident response capabilities through a Node.js MCP server.

• hiyorineko/mcp-rollbar-server: Facilitates LLM interaction with Rollbar's error tracking data, offering comprehensive access to error details, deployments, and user information.

• saarw/akhq-mcp-server: Facilitates AI assistants' integration with the AKHQ Kafka monitoring tool through an experimental MCP server.

• Chazzychouse/weather-mcp-server: Provides weather forecasts and alerts using the MCP protocol with data from the National Weather Service.

• Bigsy/shadow-cljs-mcp: Monitors shadow-cljs builds, providing real-time status updates and integration with LLMs for verifying build success after ClojureScript file edits.

• ZephyrDeng/pprof-analyzer-mcp: A Go-based server for analyzing Go pprof performance profiles, offering tools for generating flame graphs and interactive profiling sessions.

• srcgrp/sentry-mcp-server: Integrate Sentry error tracking into your development workflow by accessing release health data and issue details directly within your MCP-enabled environment.

• yincongcyincong/VictoriaMetrics-mcp-server: Facilitates interaction with VictoriaMetrics through an MCP server interface.

• Infisical/infisical-mcp-server: Integrate with Infisical APIs using the Model Context Protocol for managing secrets and projects.

• scottlepp/tempo-mcp-server: Enables AI assistants to query and analyze distributed tracing data from Grafana Tempo using the Model Context Protocol.

• cline/cline-community: Facilitates seamless issue reporting from Cline to GitHub by automating metadata extraction and providing a preview feature.

• scottlepp/loki-mcp: Facilitates querying Grafana Loki log data using the Model Context Protocol (MCP) with a Go-based server.

• groundlight/groundlight-mcp-server: Facilitates image analysis and query handling through detectors that leverage natural-language processing for Groundlight.

• mrwadams/otx-mcp: Facilitates real-time interaction with AlienVault OTX for threat intelligence analysis and management through a comprehensive set of MCP tools.

• bobtista/honeybadger-mcp: Facilitates AI-driven error analysis by bridging AI agents with the Honeybadger error monitoring service.

• maito1201/cloudrun-logs-mcp: Facilitates AI assistants in accessing Google Cloud Run logs and service information through an MCP interface.

• Lee-1024/mcp-glances: Integrates MCP with LLMs to analyze server monitoring data via Glances API, providing real-time system status feedback.

• jalexspringer/impact-mcp-server: Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.

• JordanDalton/PodscanMcpServer: Podscan MCP Server enables seamless integration with Podscan's API for efficient podcast data retrieval.

• querypie/querypie-mcp-server: QueryPie MCP server empowers administrators with real-time data visualization, resource monitoring, and security auditing capabilities.

• xprilion/mcp-telemetry: Enhance your chat system's observability by tracing and analyzing conversations with LLMs using Weights & Biases Weave.

• ghrud92/simple-loki-mcp: Facilitates AI-driven log analysis by interfacing with Grafana Loki logs via the Model Context Protocol.

• ggilligan12/kibana-mcp: Facilitates AI-driven interaction with Kibana Security alerts by tagging, adjusting status, and retrieving alerts.

• yuki9541134/mcp-redash: Facilitates SQL query execution and data source management through Redash API integration.

• PovedaAqui/suzieq-mcp: Facilitates interaction with SuzieQ network observability via MCP tools for querying and summarizing network state data.

• naveen09/mcp_pagerduty: Facilitates PagerDuty integration for on-call management queries via an MCP server, compatible with Claude.

• brunoborges/jvm-diagnostics-mcp: Enhances JVM diagnostic tools with a user-friendly prompt and exposes them via an MCP server for local use.

• gkhays/mcp-sbom-server: Generates a Software Bill of Materials (SBOM) using Trivy scans, outputting in CycloneDX format.

• GeLi2001/datadog-mcp-server: Facilitates seamless interaction with Datadog's API for monitoring, dashboards, metrics, events, logs, and incidents.

• co0ontty/rivers-radar-mcp: Leverage large language models to query, analyze, and manage website security monitoring data via MCP Tools.

• opensensor/bn_cline_mcp: Facilitates binary analysis with Cline using Binary Ninja through an MCP server.

• weekitmo/mcp-sentry: Node.js and TypeScript-based server integrating with Sentry for error tracking and monitoring via MCP and SSE protocols.

• mottibec/otelcol-mcp: Facilitates dynamic configuration of OpenTelemetry Collectors through MCP tools, enabling efficient management of receivers, processors, and exporters.

• zereight/sentry-mcp: Facilitates interaction with the Sentry API to retrieve issue and event details using the Model Context Protocol.

• kitakou0313/grafana-tempo-mcp: A TypeScript-based MCP server implementing a simple notes system with tools for note creation and summarization.

• prashantjha/mcp-datadog: Integrates Datadog with MCP for enhanced monitoring and observability.

• samanhappy/mcphub: MCPHub consolidates multiple MCP servers into a single SSE endpoint, offering centralized management and real-time monitoring through an intuitive dashboard.

• getsentry/sentry-mcp: Middleware MCP server enabling seamless interaction with Sentry through LLMs, supporting both remote and stdio transport.

• serkanh/cloudwatch-logs-mcp: Facilitates AI-driven access to AWS CloudWatch logs, enabling listing and retrieval of log entries through an MCP server.

• QAInsights/k6-mcp-server: Facilitates running k6 load tests through a Model Context Protocol server with customizable test parameters and real-time execution output.

• tay3223/mcp-server-prometheus: Integrate Prometheus monitoring data into the Cursor code editor for real-time insights and historical trends.

• besthand/mcp-server-taiwan-aqi: Provides real-time and historical air quality data from Taiwan's monitoring stations via an MCP server.

• dortegau/mcp-proxy-sidecar: Enhances the JetBrains MCP Server with real-time WebSocket monitoring for all MCP interactions.

• getsentry/sentry-mcp-stdio: Facilitates interaction with Sentry's API for AI-driven error analysis and project management.

• suolr/lighthouse-integration: Enhances Puppeteer MCP with Google Lighthouse for comprehensive web performance audits and accessibility checks.

• pab1it0/prometheus-mcp-server: Enables AI assistants to query and analyze Prometheus metrics using standardized interfaces.

• asatasinon/mcp-datadog-api: Facilitates querying and analyzing Datadog data through an MCP server with integration capabilities for Claude for Desktop.

• elliottlawson/mcp-sentry: Facilitates AI-driven analysis of Sentry.io issues by providing detailed error reports and debugging information.

• marcoeg/mcp-server-ntopng: Enables AI agents to query network monitoring data using NTOPNG's database.

• MaxWeeden/mcp-dnsdumpster: Facilitates AI-driven DNS reconnaissance by interfacing with the DNSDumpster API through natural language requests.

• weetime/prometheus-mcp-server: A TypeScript-based server bridging Prometheus metrics with Claude via the Model Context Protocol.

• idoru/influxdb-mcp-server: Facilitates querying and managing InfluxDB instances through an MCP server interface.

• kaznak/alertmanager-mcp: Integrates Prometheus Alertmanager with Claude AI for seamless alert management and interaction.

• amitdeshmukh/stdout-mcp-server: Facilitates real-time log capture and analysis from multiple processes via a named pipe system, enhancing debugging and monitoring capabilities.

• pydantic/logfire-mcp: Logfire MCP Server enables LLMs to access and analyze OpenTelemetry traces and metrics using Logfire APIs, facilitating detailed telemetry data retrieval and SQL query execution.

• jakenuts/mcp-solarwinds: Access and visualize SolarWinds Observability logs with advanced filtering and customizable time intervals.

• MCP-100/mcp-sentry: Facilitates the retrieval and analysis of issues from Sentry.io, providing detailed insights into error reports and debugging information.

• codyde/mcp-sentry-ts: Facilitates AI-driven interaction with Sentry for error analysis, project management, and performance monitoring.

• 8bitgentleman/activitywatch-mcp-server: Facilitates interaction between ActivityWatch time tracking data and LLMs like Claude, enabling advanced data queries and settings retrieval.

• winor30/mcp-server-datadog: Facilitates seamless integration with Datadog's monitoring features through an MCP server, enabling efficient incident management and observability.

• obutora/go_sentry_mcp_server: Facilitates the retrieval of issue lists from Sentry using a Go-based MCP server.

• ravitemer/mcp-hub: Centralized management and monitoring hub for multiple MCP servers, offering dynamic server lifecycle handling and a REST API for tool execution.

• orliesaurus/pulsemcp-server: Facilitates the discovery and exploration of MCP servers and integrations via the PulseMCP API.

• HosakaKeigo/claude-weather-api: A mock API designed for integration with the openapi-mcp-server, enabling weather queries through Claude Desktop.

• OpsBeaconInc/mcp-opsbeacon-server: Facilitates interaction with the Opsbeacon API through Claude, offering command and connection listing capabilities.

• Ivlad003/mcp_newrelic: Facilitates querying New Relic logs with NRQL through a Model Context Protocol server, enabling seamless interaction with LLMs like Claude.

• grafana/mcp-grafana: Facilitates interaction with Grafana's ecosystem, enabling dashboard searches, datasource queries, and incident management through MCP.

• macrat/mcp-ayd-server: Facilitates status monitoring for Ayd through an MCP server interface.

• ueki-tomohiro/sentry-issue-server: A TypeScript-based MCP server implementing a notes system with tools for note creation and summarization.

• chatmcp/mcp-server-collector: Facilitates the discovery and submission of MCP servers by extracting them from URLs and content, and submitting them to directories.

• loglmhq/mcp-server-prometheus: Facilitates interaction with Prometheus metrics and data through a TypeScript-based MCP server, bridging Claude and Prometheus via the Model Context Protocol.

• sqr/datadog-mcp: Facilitates log retrieval from Datadog for analysis by Claude within a Kubernetes environment.

• daedalus/mcp-zabbix - MCP server for Zabbix API.

• vdineshk/dominion-observatory: Behavioral trust scoring for MCP servers. Continuously probes 22,500+ servers for uptime, latency, and success rate; provides trust_score (0-100) and behavioral drift detection via a free REST API.

• unitedideas/resolve-mcp: Structured error recovery for AI agents. Returns resolution playbooks with backoff schedules, retry strategies, and recovery steps for 20+ services including OpenAI, Anthropic, Stripe, AWS, and Postgres.

• smigolsmigol/llmkit: AI cost tracking and budget enforcement MCP server with 11 tools for monitoring spend, session costs, and token usage across Claude Code, Cursor, and Cline.

• friendlygeorge/system-monitoring-mcp-server: Linux host monitoring MCP server with 19 tools for CPU, memory, disk, network, processes, systemd services, and system logs. Agent-native structured JSON from /proc, /sys, journald. Install: npx @supernova123/system-monitoring-mcp-server. MIT. No API keys required.

• iPythoning/domain-monitor-mcp-server - Domain WHOIS and SSL certificate monitoring via RDAP and crt.sh — single or batch domain checks with severity classification. Zero API keys, stdio transport (Claude Code/Desktop, Cursor, Windsurf). Install: npx domain-monitor-mcp-server.

• prismix/status-mcp: Real-time AI service status MCP server tracking 75+ providers (OpenAI, Anthropic, Gemini, Mistral, etc.) with uptime and incident feeds. Streamable HTTP transport (protocol 2024-11-05), no auth required. Claude Desktop config: {"mcpServers":{"prismix":{"url":"https://prismix.dev/api/v1/mcp"}}}. Tools: check_ai_status (query a specific provider), list_ai_services (list all 75+ tracked services).

• Necmttn/ax: Local-first MCP server over an AI coding-agent telemetry graph: recall sessions, inspect costs, skills, tool usage, and OTLP events across Claude Code, Codex, OpenCode, Cursor, and Pi. Install: curl -fsSL ax.necmttn.com/install | sh; run ax mcp.

• newrelic-experimental/preflight: Local-first observability MCP server for AI coding assistants — captures every tool call, tracks USD cost per session/day/week and per model, scores efficiency, and detects anti-patterns (re-reads, blind edits, stuck loops) on a live local dashboard. Offline by default (Apache-2.0); optional New Relic backend for team rollups and alerting. Works with Claude Code, Cursor, Windsurf, Copilot, Zed, Continue.dev, and Amazon Q. Install: npx @newrelic/preflight setup.

• corewebvitals/state-of-cwv-mcp: Query Core Web Vitals and technique metrics across many sites, filter/group by CMS, CDN, and framework, and pull metric histograms. Same data as the public State of Web Vitals explorer.