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"Generating API interface information from online FastAPI documentation for large models" matching MCP servers:

  • MCP-Ambari-API

    call518
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    Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9
    Last updated
    30
    1
    MIT

  • Hetzner Cloud MCP Server —

    wbf-solutions
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    license
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    quality
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    Open-source MCP server for managing Hetzner Cloud infrastructure with two management layers: * Layer 1 — Hetzner Cloud API (35 tools): Server power control, metrics, snapshots, backups, firewalls, DNS zones and records, rescue mode, server rebuild and rescale. Works even when the server OS is unresponsive. * Layer 2 — SSH (25 tools): Service management (systemd), Nginx config and reload,
    Last updated
    MIT

  • VMware-Monitor

    zw008
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    Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    Last updated
    27
    9
    MIT

  • Local YDB MCP

    astandrik
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    TypeScript stdio MCP server for operating Docker-based local-ydb deployments from AI coding agents. Supports local and SSH-backed profiles, bootstrap, diagnostics, auth hardening, schema permissions, storage workflows, dump/restore, upgrades, and plan-first mutating operations.
    Last updated
    38
    4
    MIT

  • VMware-AIops

    zw008
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    quality
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    maintenance
    AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.
    Last updated
    44
    60
    MIT

  • nutanix-mcp

    NoBanks
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    MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list and inspect VMs, control VM power state, list clusters, read alerts, and list subnets.
    Last updated
    8
    MIT

  • Cloud VM MCP

    sondt2709
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    quality
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    maintenance
    Manages and views virtual machines across multiple cloud providers (AWS, Azure, Alibaba Cloud). Enables AI assistants to list, inspect, and control VMs through a unified MCP interface.
    Last updated
    6
    MIT

  • cimc-mcp

    schwarztim
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    quality
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    An MCP server for managing standalone Cisco C-Series rack servers through the Cisco Integrated Management Controller (CIMC) XML API. It provides 16 tools for server lifecycle management, including power control, hardware health monitoring, and BIOS configuration.
    Last updated
    16
    MIT

  • Homelab MCP Server

    jmagar
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    Manage Docker infrastructure across multiple homelab hosts including Unraid, Proxmox, and bare metal servers. Enables container lifecycle management, log retrieval, resource monitoring, and Docker operations across your entire homelab from a single interface.
    Last updated
    1
    52
    2
    MIT

  • docker-mcp

    mpgharris
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    quality
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    maintenance
    Wraps the Docker Engine API as MCP tools for container and image management. Reduces token consumption by providing typed tools with default summaries and field selection.
    Last updated
    17
    492
    MIT

  • FlexSim MCP Server

    SethGame
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    quality
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    Control and automate FlexSim simulations through AI assistants like Claude, enabling manufacturing and warehouse digital twin analysis, parameter studies, and real-time model manipulation via tools for opening models, running simulations, evaluating FlexScript, and exporting results.
    Last updated
    15
    4
    MIT

  • Spotinst MCP Server

    arnstarn
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    quality
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    maintenance
    An MCP server for the Spot.io API that enables management of AWS and Azure Ocean clusters across multiple accounts. It provides tools for cluster inventory, node management, cost analysis, and scaling operations through natural language.
    Last updated
    39
    1
    MIT

  • Docker MCP Server

    Swartdraak
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    maintenance
    An MCP server that enables AI assistants to manage Docker containers, images, networks, and volumes through a standardized interface. It supports comprehensive operations like container lifecycle management and image pulling while ensuring correct handling of command and environment variable arrays.
    Last updated
    12
    13
    1
    MIT