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maintenanceEnables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.
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"General greeting or query" matching MCP servers:
- Flicense-qualityDmaintenanceLogs LLM interactions to local CSV or Markdown files with automatic categorization for detailed tracking. It provides an interactive HTML dashboard to visualize query volume, model usage, and category distribution.Last updated3
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- AlicenseAqualityAmaintenanceMCP server for Prometheus metrics and observability. Give Claude (or any MCP-capable agent) read access to your Prometheus instance — query metrics with PromQL, inspect active alerts, and explore scrape targets without leaving the conversation. Tools: prometheus_list_metrics, prometheus_query, prometheus_query_range, prometheus_list_alerts, prometheus_list_targets.Last updated20MIT
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- AlicenseAqualityAmaintenanceAI-powered VMware Aria Operations monitoring and capacity planning. Query metrics, manage alerts, detect anomalies, and plan capacity with 18 MCP tools.Last updated271MIT
ZStack MCP Serverofficial
AlicenseAqualityDmaintenanceEnables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs, plus query monitoring metrics and data.Last updated611MIT
spanlens-mcpofficial
AlicenseAqualityCmaintenanceMCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).Last updated79MIT- AlicenseAqualityDmaintenanceEnables AI assistants to query and analyze Alibaba Cloud SLS logs using natural language, supporting multiple log sources like Function Compute and ECS. It provides tools for searching logs, performing SQL analysis, and visualizing log distributions directly within Cursor or Claude.Last updated64210MIT
- FlicenseAqualityCmaintenanceEnables searching Sumo Logic logs using the search_logs tool, with support for query parameters such as time range and maximum results.Last updated11
- AlicenseAqualityCmaintenanceMCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like 'yesterday' or 'last week' without needing to know exact date formats.Last updated8MIT
- AlicenseAqualityCmaintenanceThis server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.Last updated10115MIT
- AlicenseAqualityDmaintenanceMCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a running TensorBoard server.Last updated611GPL 3.0
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- AlicenseAqualityBmaintenanceProvides LLM access to the Event Monitoring System (EMS) API for comprehensive flight data analytics and monitoring. It enables users to query flight records, retrieve time-series analytics, and explore aircraft assets or database hierarchies.Last updated10MIT
Logly MCP serverofficial
AlicenseAqualityAmaintenanceQuery your Logly web analytics — traffic, breakdowns, funnels, real-time visitors — from Claude, Cursor or any MCP client.Last updated8852MIT- AlicenseAqualityAmaintenanceMCP server for Domotz network monitoring and management. Enables AI assistants to query network devices, alerts, and topology via the Domotz API.Last updated211Apache 2.0
- AlicenseAqualityDmaintenanceEnables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.Last updated1MIT
- AlicenseAqualityBmaintenanceQuery AI spending data from LLMKit. Track costs, budgets, usage stats, and session summaries across 11 AI providers.Last updated113516MIT
