A
license-
qualityD
maintenanceA Model Context Protocol (MCP) server for comprehensive monitoring and observability of systems using Langfuse.
1
MIT
74,291 servers. Updated
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"Information about Python programming or the Python language" matching MCP servers:
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- Flicense-qualityBmaintenanceRead-only MCP server that surfaces UniFi network data from a UCG-Fiber console to Claude, enabling monitoring of hosts, sites, devices, clients, ISP metrics, and device stats via read-only API tools.
- AlicenseAqualityDmaintenanceAn MCP server that automatically instruments Python AI agents with the ioa-observe-sdk, adding OpenTelemetry-based tracing, metrics, and logs with zero manual effort.2Apache 2.0
wireboard-mcpofficial
AlicenseAqualityBmaintenanceEnables LLM agents to query real-time and historical analytics from WireBoard, allowing natural language questions about visitors, events, and site metrics.10263MIT- AlicenseAqualityBmaintenanceEnables AI agents to push and read metrics from EzStat, track counters/gauges, and ask natural-language questions about telemetry.4MIT
- AlicenseAqualityCmaintenanceA Python MCP server that reduces token usage by ~98% when working with log files by auto-detecting format and stripping noise to return only actionable signal.52MIT
- AlicenseAqualityAmaintenanceProvides AI agents with real-time ground truth about what's actually running on the machine, including live agent sessions, listening TCP ports, loaded daemons, and system stats. It reads directly from the OS via fixed commands, ensuring agents never rely on stale docs or transcripts.5167MIT
@crontinel/mcp-serverofficial
AlicenseAqualityBmaintenanceConnects AI assistants to Crontinel, enabling natural language queries about cron jobs, queues, Horizon status, and alerts without opening a browser.712MIT- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.1MIT
- AlicenseAqualityDmaintenanceGet information about the current operating environment2818MIT
- 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.1689MIT
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.42314MIT- AlicenseCqualityCmaintenanceA Python-based MCP server that enables querying Cisco's Meraki Dashboard API to discover, monitor, and manage Meraki environments.2241MIT
- 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.1002MIT
- 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.5MIT
- Alicense-qualityBmaintenanceA live post-mortem debugger MCP server for Home Assistant that lets AI agents list captured exceptions, walk traceback frames, read local variables, and optionally evaluate Python in the context of a captured frame for true post-mortem debugging.MIT
