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"Debugging Code and Granting Access to Docker" matching MCP servers:
- AlicenseAqualityAmaintenanceMore than just an MCP server that covers the entire range of Docker management tasks, it helps you create workflows to easily manage your Docker environments at scale. It allows you manage multiple local or remote (TCP, TLS, SSH) docker instances and exposes things like logs and stats as resources so that you can monitor and triage all of them.21005MIT
- Alicense-qualityDmaintenanceEnables AI assistants to manage Docker containers, images, networks, volumes, and Compose services through the Model Context Protocol. It supports system operations, command execution within containers, and integration with Docker Hub and GitHub Container Registry.1352MIT
- Alicense-qualityAmaintenanceDocker Helper MCP server that provides tools for automating Docker tasks such as generating Dockerfiles, parsing docker-compose files, and optimizing images.12MIT
- AlicenseAqualityAmaintenanceValidates AI-generated Python: syntax, lint, security scan and deterministic repair.83MIT
- AlicenseAqualityDmaintenanceAn enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.168257MIT
- AlicenseAqualityBmaintenanceAn MCP server that gives orchestrator agents fine-grained control over interactive Claude Code sessions running inside tmux, enabling mid-session steering, interruption, and token-efficient result extraction.15MIT

QR Code AI MCPofficial
Alicense-qualityAmaintenanceQR Code AI - MCP server providing AI-powered tools and automation by MEOK AI Labs10MIT- Alicense-qualityAmaintenanceCode Reviewer AI - MCP server providing AI-powered tools and automation by MEOK AI Labs6MIT
- Alicense-qualityAmaintenanceRust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.95MIT
- Alicense-qualityBmaintenanceMCP server for GitHub code retrieval and reuse, using SQLite+FTS5 indexing and search history to enable search-first, requirements-refined code search from GitHub repositories.1MIT
- Alicense-qualityAmaintenanceProvides sandboxed code execution for AI agents with support for Python, JavaScript, and shell commands. Includes comprehensive safety features like destructive pattern blocking, timeout protection, and restricted file access for secure production use.41MIT
- Alicense-quality-maintenanceEnables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.
- AlicenseAqualityAmaintenanceEnables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.923625MIT
- AlicenseAqualityCmaintenanceAllows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.9212MIT
- AlicenseAqualityBmaintenanceMCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.6MIT
- AlicenseAqualityAmaintenanceA fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching. Built for AI Agents (Cursor, Claude Code, OpenCode), it uses a stealth browser engine to fetch pages, dynamically handles SPAs/React, and converts bloat into token-optimized Markdown.23192MIT
- AlicenseAqualityAmaintenance✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀101,18413GPL 3.0
- AlicenseAqualityAmaintenanceOfficial MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.1003241MIT
- MIT