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  • 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
  • Clamp Analytics MCP Server by clamp-sh

    Clamp Analytics MCP Serverofficial

    clamp-sh
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    Provides AI assistants with read access to Clamp analytics data including pageviews, visitors, referrers, and custom events. Enables traffic analysis, conversion funnel evaluation, and metric alerts through natural language queries.
    Last updated
    33
    100
    2
    MIT

  • nable (finops-mcp)

    getnable
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    Local-first FinOps MCP server. Ask about your AWS, Azure, GCP, and SaaS costs in plain English. Anomaly detection, rightsizing, idle-resource cleanup, and Jira/Linear ticketing. Credentials never leave your machine.
    Last updated
    100
    14
    Apache 2.0

  • DeviceLens MCP

    Dark-Hunt3r1
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    A local, detection-first Windows MCP server that groups Device Manager interfaces into physical devices, provides explanations, and enables read-only inspection and update auditing without modifying any devices or drivers.
    Last updated
    10
    GPL 3.0

  • Measure.events MCP Server

    Turbo-Puffin
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    quality
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    maintenance
    Enables AI assistants to query privacy-first web analytics from Measure.events, including pageviews, top pages, referrers, and custom event tracking, all via natural language.
    Last updated
    6
    2
    MIT

  • Gizmo Analytics

    sudomichael
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    Privacy friendly, cookieless web analytics built MCP-first. "Add analytics to my Next.js app" → an AI agent runs the setup_analytics_for_site tool, picks the right install snippet, edits your layout file, and verifies the script is loading. OAuth onboarding, no API keys to paste.
    Last updated
    28
    105
    1
    MIT

  • SonarQube MCP Server

    anggakawa
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    A read-only MCP server that provides AI assistants with structured access to SonarQube projects, issues, metrics, and rules. It enables safe analysis of code quality and security findings through a set of validated, safety-first tools.
    Last updated
    6

  • umami-analytics-mcp

    matious89pl
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    A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enabling analytics, reporting, and administration with least privilege and credential-safe design.
    Last updated
    32
    8
    MIT

  • Charles MCP Server

    heizaheiza
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    Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and monitoring.
    Last updated
    18
    273
    MIT

  • InfraClaude

    batu-sonmez
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    license
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    quality
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    maintenance
    An MCP server that enables Claude to manage infrastructure across Kubernetes, Docker, Prometheus, and Terraform through natural language. It provides over 42 specialized tools with a safety-first design, including risk-based command classification and audit logging.
    Last updated
    43
    MIT

  • Quellgeist

    Rajeev-Shyam
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    license
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    quality
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    maintenance
    First-line incident triage you can trust: ranked root-cause hypotheses where every claim cites a real evidence handle — and the agent abstains rather than guess.
    Last updated
    1
    MIT

  • influx-timeseries-mcp

    rmaher001
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    quality
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    A selective, aggregation-first MCP server for InfluxDB v2 that bounds output and pushes reduction to the database, avoiding context flooding from raw time-series data.
    Last updated
    MIT

  • Remote Server MCP

    elmuz
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    quality
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    A security-first MCP server that gives AI assistants controlled, safe access to manage remote servers via SSH with whitelisted operations and no generic command execution.
    Last updated
    MIT

  • unifi-mcp

    kjmagnan1s
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    A safety-first MCP server for managing UniFi networks, exposing 17 tools for telemetry, diagnostics, and guarded mutations with dry-run previews and confirm requirements.
    Last updated
    MIT

  • CueScope

    greenhouselabs
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    CueScope is a read-first MCP server that gives AI assistants safe production intelligence for vMix workflows. It reads vMix state, explains what it sees, and helps users decide what to do next without mutating vMix by default.
    Last updated
    21
    3
    Sleepycat

  • Rootcause

    yindia
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    RootCause is a local-first MCP server that helps operators manage Kubernetes resources and identify the real root cause of failures through interoperable toolsets.
    Last updated
    40
    MIT