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maintenanceA production-grade MCP server with 6 sandboxed tools and an agent orchestration engine for autonomous task completion, featuring an evaluation suite with CI/CD quality gates.
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"How to integrate an information system with DeepSeek" matching MCP servers:
- AlicenseNot gradedqualityCmaintenanceAn MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.5710MIT
- FlicenseAqualityFmaintenanceConverts Jenkins declarative pipelines into GitHub Actions workflow YAML files, facilitating migration from Jenkins to GitHub Actions CI/CD.2
- AlicenseNot gradedqualityDmaintenanceA LangGraph-powered MCP server for infrastructure orchestration with autonomous subagents.Apache 2.0
- FlicenseBqualityDmaintenanceEnables 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.701
- FlicenseNot gradedqualityBmaintenanceEnables AI agents and external systems to programmatically trigger and monitor Jenkins jobs, retrieve build status and logs via MCP standards.
- AlicenseAqualityAmaintenanceRecord an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.58862MIT
astro-airflow-mcpofficial
AlicenseAqualityFmaintenanceAn MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.3113Apache 2.0- AlicenseAqualityAmaintenanceA local MCP server that exposes Bazel build system capabilities to AI assistants.82MIT
- AlicenseAqualityDmaintenanceAn MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling AI assistants and large language models to manage ArgoCD applications and resources through natural language interactions.1012MIT
- AlicenseAqualityDmaintenanceLoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.9152MIT
- AlicenseAqualityCmaintenanceDeploys projects straight from an AI agent to Snaphost and returns a public URL, with automatic Dockerfile generation, build/run/log management, and deploy lifecycle control.5MIT
- AlicenseAqualityDmaintenanceA local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.69MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.41141MIT
Tembo MCP Serverofficial
AlicenseBqualityDmaintenanceEnables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.5171MIT- AlicenseBqualityBmaintenanceEnables AI assistants to manage Rundeck operations including jobs, executions, projects, nodes, system management, key storage, webhooks, and ACL policies via natural language.50551Apache 2.0
- AlicenseBqualityDmaintenanceEnables comprehensive Jenkins automation through MCP interface, allowing users to manage builds, jobs, artifacts, and queues with natural language commands. Supports build triggering, monitoring, artifact retrieval, and system status checks with automatic CSRF protection and authentication.1454MIT
- AlicenseBqualityDmaintenanceAn MCP server that enables LLM coding agents to deploy web applications to AWS serverless infrastructure, supporting backend, frontend, and fullstack deployments.5111MIT
- AlicenseBqualityDmaintenanceProvides a Model Context Protocol server to integrate Vercel API for managing projects, deployments, environment variables, and domains.131735MIT
- AlicenseBqualityDmaintenanceEnables interaction with Blacksmith CI analytics to query workflow runs, jobs, test results, and usage metrics. It provides detailed access to CI/CD data including job logs and billing information directly through Claude.37434MIT