Servers connecting to monitoring systems, logging platforms, or providing system/application performance metrics.
- aliyun/alibabacloud-observability-mcp-server: Facilitates seamless integration with Alibaba Cloud's observability products, offering tools for efficient log and application monitoring.
- 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.
- DynamicEndpoints/mesh-scanner: A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.
- besthand/mcp-server-taiwan-aqi: Provides real-time and historical air quality data from Taiwan's monitoring stations via an MCP server.
- besthand/mcp-server-taiwan-aqi--: Access 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.