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"Understanding Batch Processing in Computing or Operations" matching MCP servers:

  • Train in Silence

    hlpun
    A
    license
    B
    quality
    C
    maintenance
    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
    101
    MIT

  • AWS Infrastructure Operations

    nhkm95
    F
    license
    B
    quality
    B
    maintenance
    A read-only MCP server that lets an AI assistant inspect a single AWS lab instance's EC2 health, recent system/nginx errors from CloudWatch, and nginx service status via SSM, with strict allowlisting and no generic shell access.
    5

  • mcp-everest

    spron-in
    A
    license
    B
    quality
    D
    maintenance
    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
  • infraveil-guard by infraveilhq

    infraveil-guardofficial

    infraveilhq
    A
    license
    A
    quality
    C
    maintenance
    A cooperative guardrail for AI agents that blocks destructive shell commands, SQL statements, or cloud operations until a human approves them out-of-band, with a tamper-evident local ledger.
    4
    AGPL 3.0

  • insideout-mcp

    luthersystems
    A
    license
    A
    quality
    C
    maintenance
    AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.
    24
    Apache 2.0

  • adobe-admin-console-mcp

    MSPbotsAI
    A
    license
    A
    quality
    C
    maintenance
    Exposes Adobe's User Management API (UMAPI) as MCP tools for listing users, managing product profiles, and assigning or removing Acrobat/PDF licenses in Enterprise organizations.
    5
    Apache 2.0

  • YuniKorn MCP Server

    frenoid
    F
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn Scheduler, allowing AI agents to observe and reason about Kubernetes batch workload resource management, queue hierarchies, and application states.
    7
    10

  • cloudprice-mcp

    Albaker-Group
    A
    license
    A
    quality
    B
    maintenance
    MCP server that lets Claude (or any MCP-compatible client) compare on-demand compute + storage pricing across AWS, Azure, and GCP in real time.
    14
    1
    MIT

  • colab-mcp

    kamalrana22
    A
    license
    A
    quality
    C
    maintenance
    Bridges a local AI agent to a Colab session in the browser, enabling code execution and file operations through the Model Context Protocol.
    9
    Apache 2.0

  • MinIO PUT MCP Server

    zymeli
    A
    license
    A
    quality
    A
    maintenance
    A PUT-only MCP server for MinIO that enables file, batch, and streaming uploads with automatic date/machine/file path organization and metadata generation for data archiving.
    3
    32
    MIT
  • jungle-grid-mcp-server by Jungle-Grid

    jungle-grid-mcp-serverofficial

    Jungle-Grid
    A
    license
    A
    quality
    B
    maintenance
    Jungle Grid MCP Server lets AI agents submit, estimate, monitor, and retrieve logs for GPU workloads through Jungle Grid. It enables agentic execution for inference, training, fine-tuning, and batch jobs without manually choosing GPU providers or infrastructure.
    8
    26
    4
    MIT

  • Kube MCP

    icy-r
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to interact with and manage Kubernetes clusters, supporting operations on pods, deployments, services, configmaps, secrets, namespaces, metrics, and events with built-in safety features for destructive actions.
    9
    14
    1
    MIT

  • MSSQL MCP Server

    Nirmal123K
    A
    license
    A
    quality
    -
    maintenance
    Enables AI assistants to interact with both local SQL Server and Azure SQL Database through natural language, supporting queries, data manipulation, and schema operations with built-in security features.
    8
    3,282
    1

  • Dataproc MCP Server

    warrenzhu25
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.
    13
    MIT

  • MCP Datastore Server

    petekmet
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.
    11