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  • hwprobe-mcp

    notreallycheeks
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    Hardware probe MCP server that provides deep hardware inventory and live sensor telemetry for AI agents, including CPU, memory, disk, GPU, and sensor data across platforms.
    Last updated
    6
    MIT

  • mcp-redis-diagnostics

    Dmitriusan
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    A lightweight npm MCP server for deep Redis diagnostics, offering tools for memory, slowlog, clients, keyspace, latency, and config analysis with AI-powered recommendations.
    Last updated
    57
    MIT

  • DBeast

    snss10
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    DBeast MCP is a robust, security-first Model Context Protocol server designed to empower AI coding assistants (like Claude Desktop) with deep PostgreSQL database insights. Instead of just running basic SQL queries, DBeast equips your AI agent with tools to inspect active locks, audit slow queries, analyze table schemas, and safely generate index recommendations in real-time. Built specifically for
    Last updated
    21
    10
    MIT

  • karte-datahub-mcp

    YusukeYajima
    F
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    maintenance
    Enables AI assistants to securely query and analyze KARTE event data via BigQuery. It provides tools for fetching event logs, aggregating data, and exploring schemas using natural language.
    Last updated
    4

  • SNC Cribl MCP

    atree1023
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    quality
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    maintenance
    Enables querying and exploring Cribl Stream and Edge deployments, providing access to worker groups, fleets, sources, destinations, pipelines, routes, event breakers, and lookups through a structured interface.
    Last updated
    7
    1
    MIT No Attribution

  • BetterDB MCP

    BetterDB-inc
    A
    license
    B
    quality
    C
    maintenance
    BetterDB gives Claude Code, Cursor, Windsurf, and other MCP clients deep observability into Valkey and Redis instances. It implements 22 MCP tools including get_health, get_slowlog, get_commandlog, get_hot_keys, get_anomalies, get_cluster_nodes, get_cluster_slowlog, and get_slot_stats.
    Last updated
    50
    191
    1,247
    MIT
  • OCP Performance Analyzer MCP by openshift-eng

    OCP Performance Analyzer MCPofficial

    openshift-eng
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    quality
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    A comprehensive, AI-powered performance analysis and monitoring platform for OpenShift/Kubernetes clusters. This project provides Model Context Protocol (MCP) servers for analyzing etcd, network, and OVN-Kubernetes components with deep performance insights, automated root cause analysis, and actionable recommendations.
    Last updated
    1
    Apache 2.0
  • sifflet-mcp by siffletdata

    sifflet-mcpofficial

    siffletdata
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    Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.
    Last updated
    7
    MIT
  • AppControl Windows System History & Performance MCP by AppControlLabs

    AppControl Windows Systemofficial

    AppControlLabs
    A
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    quality
    D
    maintenance
    Connect AI agents like Claude, Cursor, and Gemini to historical Windows performance and privacy data gathered by the AppControl Windows app. This server enables natural language queries into CPU, GPU, and temperature history alongside system security events for deep local auditing.
    Last updated
    31
    MIT

  • Grafana FastMCP Server

    sandersouza
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    Enables MCP-compatible agents to interact with Grafana instances for searching, creating, and updating dashboards, exploring logs via Loki, querying datasources, managing alerts, incidents, and on-call shifts, and accessing observability data.
    Last updated
    8
    Apache 2.0

  • Linuxfabrik MCP Server for

    Linuxfabrik
    A
    license
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    quality
    B
    maintenance
    Enables AI clients like Claude to triage, investigate, and operate Icinga installations through natural language, integrating with Icinga's REST APIs and providing deep awareness of monitoring plugins and historical performance data.
    Last updated
    4
    The Unlicense

  • ssl-doctor

    Baneado98
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    quality
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    maintenance
    Enables live TLS/SSL certificate health checks for any hostname, providing expiry, hostname match, trust verdict, and a health score. Supports both free and paid deep tiers with protocol/cipher analysis.
    Last updated
    MIT
  • StealthMole MCP Server by StealthMole

    StealthMole MCP Serverofficial

    StealthMole
    F
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    Enables access to StealthMole's threat intelligence API for searching and monitoring threats across Deep & Dark Web, Telegram channels, leaked credentials, and ransomware incidents. Provides comprehensive cybersecurity intelligence through natural language queries.
    Last updated

  • redis-mcp

    YawLabs
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    quality
    A
    maintenance
    Enables exploring and diagnosing a Redis instance from MCP clients with read-only safety, using SCAN instead of KEYS for safe key enumeration.
    Last updated
    101
    1
    MIT

  • Spark History MCP Server

    ravipesala
    F
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    quality
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    Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.
    Last updated