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    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
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    This read-only MCP Server allows you to connect to Azure Analysis Services data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
    MIT
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    Enables AI assistants to manage Nutanix infrastructure via Prism Central and Prism Element APIs, including VM operations, cluster management, networking, and as-built report generation.
    28
    AGPL 3.0
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    Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.
    8
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    Connects AI assistants to Turbot Guardrails for natural language exploration, analysis, and automation of cloud governance.
    11 npm
    4
    Apache 2.0
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    Enables natural language analysis of AWS cloud costs, waste audits, and budget insights across multiple profiles and regions.
    MIT
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    Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debug live pods (shell, file editing, DB queries), manage custom domains & TLS, push to built-in container registry, scale pods, and manage GPU workloads. The infrastructure layer where AI agents ship software to production.
    9
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    Provides 50 tools to manage a CloudPanel VPS through AI assistants, covering sites, databases, Docker, server software, firewall, DNS, and one-shot deployments.
    18 npm
    3
    MIT
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    Enables natural language Kubernetes operations, including smart resource queries, pod root-cause analysis, cross-environment diffs, and manifest generation.
    MIT
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    A comprehensive MCP server for Google Cloud Firestore database operations, providing tools for document management, batch processing, collection analysis, and index management.
    227 npm
    1
    MIT
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    Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effective and detailed cost analysis.
    2
    MIT
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    Enables natural language analysis of AWS costs, automated FinOps waste audits, and budget monitoring across multiple profiles and regions while keeping credentials secure locally.
    15 PyPI
    184
    MIT
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    Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, metrics, and slow query logs via natural language.
    8
    MIT
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    Enables analysis of Prowler security scan results, providing detailed security analysis, security summary, and file retrieval capabilities.
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