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

  • Apache Airflow MCP Server

    madamak
    A
    license
    A
    quality
    A
    maintenance
    Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.
    16
    2
    Apache 2.0

  • MCP GitLab Server

    Vijay-Duke
    A
    license
    A
    quality
    D
    maintenance
    Enables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.
    72
    2
    Apache 2.0
  • CData Sync MCP Server by CDataSoftware

    CData Sync MCP Serverofficial

    CDataSoftware
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.
    24
    4
    MIT

  • GitHub MCP Server

    rriesco
    A
    license
    A
    quality
    C
    maintenance
    Python MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.
    15
    MIT

  • ArgoCD MCP Server

    peopleforrester
    A
    license
    A
    quality
    A
    maintenance
    Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enables listing, diagnosing, syncing, and managing ArgoCD applications with progressive disclosure and defense-in-depth security.
    15
    Apache 2.0

  • Netlify MCP Server

    mcpflow
    A
    license
    A
    quality
    D
    maintenance
    MCP server for managing Netlify sites, enabling operations such as creating sites from GitHub repositories, listing, viewing details, and deleting sites.
    4
    MIT

  • Jenkins MCP Tool

    xhuaustc
    F
    license
    A
    quality
    D
    maintenance
    A multi-Jenkins server management and automation tool that enables intelligent scenario mapping, multi-server management, and complete CI/CD lifecycle operations through natural language interactions.
    11

  • citio

    lawrencehui
    A
    license
    B
    quality
    A
    maintenance
    Self-hosted coding agent that runs Claude Code or Codex in your own infrastructure and works from Slack. Exposes codebase investigation, file edits, branch and PR creation, allowlisted command execution, CI status and an audit log as MCP tools, keeping every credential behind the tool layer instead of handing it to the model.
    12
    21
    2
    MIT

  • Jenkins MCP

    kjozsa
    A
    license
    B
    quality
    D
    maintenance
    Enables managing Jenkins operations like listing jobs, triggering builds, and checking build statuses through a configurable MCP server.
    3
    10
    Apache 2.0

  • my-mcp-server

    matracey
    A
    license
    B
    quality
    D
    maintenance
    A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.
    1
    112
    MIT

  • GitLab MCP Server

    skmprb
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive integration providing over 46 tools for managing GitLab projects, issues, merge requests, and CI/CD workflows through natural language. It supports repository operations like local cloning and batch actions across groups via stdio, SSE, or HTTP transports.
    54
    MIT

  • Azure DevOps MCP Server with

    ennuiii
    F
    license
    B
    quality
    D
    maintenance
    Enables interaction with Azure DevOps services through Personal Access Token authentication. Provides 75 tools for managing work items, builds, repositories, pull requests, and other DevOps operations via both CLI and HTTP API interfaces.
    70
    1

  • coolify-mcp

    frndchagas
    A
    license
    B
    quality
    A
    maintenance
    MCP server for Coolify API that enables full deployment workflows from zero to production, including project, server, and application management.
    65
    1,920
    3
    MIT

  • Git MCP

    Andre-Buzeli
    -
    license
    B
    quality
    -
    maintenance
    Enables comprehensive Git and GitHub operations through 30 DevOps tools including repository management, file operations, workflows, and advanced Git features. Provides complete Git functionality without external dependencies for seamless integration with Gitea and GitHub platforms.
    18
    819