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    Enables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.
    7
    104
    MIT
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    Enables state-aware Terraform/OpenTofu plan evaluation against live AWS topology and CloudWatch telemetry, detecting reliability blast radius and FinOps waste before merge.
    Apache 2.0
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    Publishes static sites to Drop2Run from an AI agent: hand it files written in the chat or a folder on disk, and it returns a live HTTPS URL. Six tools — publish_files, publish_dir, list_sites, delete_site, and login / login_code — with no git, no build step and no repository.
    19
    1
    MIT
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    An unofficial MCP server for Percona Everest that enables AI-powered interaction with database clusters, including listing, retrieving details, credentials, and components.
    5
    1
    Apache 2.0
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    Not graded
    quality
    A
    maintenance
    Enables secure, read-only querying of Google BigQuery datasets through a stateless MCP server with OAuth 2.1 authorization, designed for integration with Atlassian Rovo.
    MIT
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    Enables Claude Code to manage Hetzner Cloud servers, including creating, deleting, powering on/off, and rebooting servers, as well as managing SSH keys and listing resources.
    14
    16 npm
    1
    MIT
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    Enables managing and debugging Azure Logic Apps through natural language, with tools for listing, debugging, creating, updating, and deleting workflows.
    40
    44 npm
    6
    MIT
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    Enables natural language management of FastPanel 2 servers, including creating sites, databases, SSL certificates, and hardening nginx configurations.
    32
    2
    MIT
  • A
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    A
    quality
    A
    maintenance
    Cloud GPU rendering for Blender, built for AI agents. Preview a .blend or bpy script in seconds, get a time estimate, then render frames or an MP4 on JANCTION GPUs. Remote MCP (OAuth) at https://render.janction.jp/mcp for Claude, ChatGPT, Codex and Cursor, or stdio via PyPI. Free up to 500 JPY of GPU time per new key, then 0.1 JPY per GPU-second.
    12
    3,732 PyPI
    MIT
  • A
    license
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    quality
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    Enables managing Vast.ai cloud operations, including listing GPUs, searching offers, creating volumes and instances, and viewing billing, through MCP tools.
    6
    MIT
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    quality
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    Enables AI assistants to inspect and manage OpenStack clouds, including listing instances, checking quotas, and retrieving console logs. It supports opt-in write operations for creating and deleting servers, with a read-only default.
    12
    MIT
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    license
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    maintenance
    Enables safe management of Vultr VPS instances, including listing resources, previewing and creating instances with cost limits, and performing mutations like reboot and delete only after exact confirmation.
    15
    MIT