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maintenanceQuery Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
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"Information about Java programming language or Java-related topics" matching MCP servers:
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wireboard-mcpofficial
AlicenseAqualityAmaintenanceEnables LLM agents to query real-time and historical analytics from WireBoard, allowing natural language questions about visitors, events, and site metrics.Last updated10573MIT- AlicenseAqualityCmaintenanceA Model Context Protocol server that connects AI agents to live Java processes via Alibaba Arthas, enabling real-time diagnostics, debugging, and performance analysis without code changes.Last updated25MIT
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- AlicenseBqualityCmaintenanceСonnects to live JVMs via JDWP protocol, enabling LLM agents to autonomously debug Java applications — attach to a running process, pause threads, set breakpoints (including conditional), inspect stacks with auto-resolved object fields, evaluate methods, set variable values, and diagnose issues like deadlocks and hung queries.Last updated281MIT
- AlicenseBqualityFmaintenanceA JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.Last updated1687MIT
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AgentOps MCPofficial
AlicenseBqualityDmaintenanceThe AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.Last updated47714MIT- AlicenseDqualityBmaintenanceA Model Context Protocol server that provides AI agents with controlled read access to Datalust Seq instances for log analysis and monitoring. It enables agents to search events, execute data queries, and retrieve information about signals, dashboards, and alerts.Last updated1002MIT
@crontinel/mcp-serverofficial
Alicense-qualityBmaintenanceConnects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.Last updated20MIT- Alicense-qualityAmaintenanceSelf-hosted web analytics platform that exposes analytics data via the Model Context Protocol, enabling natural language queries about traffic, page views, web vitals, and custom events.Last updated5MIT
- Alicense-qualityDmaintenanceProvides Claude with access to Shodan for IP address lookups, service discovery, and vulnerability scanning, allowing users to query information about hosts, count results, and check API usage.Last updated1MIT
- Alicense-qualityCmaintenanceEnables users to ask about render performance in React and React Native apps via natural language, exposing tools for listing render hotspots and explaining component re-renders.Last updatedMIT
- Flicense-qualityDmaintenanceProvides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.Last updated
- Alicense-qualityDmaintenanceA read-only MCP server for Kubernetes that allows querying cluster information and diagnosing issues through natural language interfaces like Claude.Last updated8MIT
- Alicense-qualityCmaintenanceMCP servers for real-time development monitoring and interactive pair programming.Last updated1MIT
- Alicense-qualityDmaintenanceEnables natural language queries about device status, network traffic, sensor readings, alerts, and historical trends from Observium CE network monitoring.Last updated4MIT
- Alicense-qualityDmaintenanceEnables integration with Datadog APIs to monitor and retrieve information about monitors, metrics, dashboards, logs, events, and incidents through the Model Context Protocol.Last updated1,710MIT
- Alicense-qualityDmaintenanceEnables AI assistants to query and fetch error and performance monitoring data from AppSignal through the Model Context Protocol. Supports searching and retrieving detailed information about application errors and performance samples with flexible filtering options.Last updated5MIT
