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🐍 ☁️ - Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

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🏎️ 🏠 🐧 🍎 🪟 - Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

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alvii147/piston-mcp

github.com

🐍 ☁️ 🐧 🍎 🪟 - MCP server that lets LLMs execute code through the Piston remote code execution engine, with a zero-config uv setup and a ready-to-use Claude Desktop config example.

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txn2/kubefwd

github.com

🏎️ 🏠 - Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming

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📇 ☁️ 🏠 🍎 🪟 🐧 - One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

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🏎️ ☁️ - An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

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StacklokLabs/mkp

github.com

🏎️ ☁️ - MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

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🐍 ☁️ - AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.

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Spaceship MCP

github.com

📇 ☁️ - Manage domains, DNS records, contacts, marketplace listings, and more via the Spaceship API

Repository GitHub projects Self-hosted open source

rrmistry/tilt-mcp

github.com

🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.

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🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.

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🐍 🍎/🐧 ☁️ - mcp server for cert-manager management and troubleshooting

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![mcp-server-s3 MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-s3) 📇 ☁️ - AWS S3 operations — list buckets, browse objects, upload/download files, and generate presigned URLs.

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![mcp-server-cloudflare MCP server](https://glama.ai/mcp/servers/ofershap/mcp-server-cloudflare) 📇 ☁️ - Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.

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🐍 ☁️ - OpenStack MCP server for cloud infrastructure management based on openstacksdk.

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📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

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mctlhq/mctl-mcp

github.com

![mctl-mcp MCP server](https://glama.ai/mcp/servers/mctlhq/mctl-mcp) ☁️ - AI-native platform for Kubernetes management and automated GitOps (30+ tools).

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![mikusnuz/dynadot-mcp MCP server](https://glama.ai/mcp/servers/mikusnuz/dynadot-mcp) 📇 ☁️ - MCP server for the Dynadot domain registrar API — 60 tools for domain search, registration, DNS, contacts, transfers, and marketplace.

Repository GitHub projects Self-hosted open source

🎖️ 📇 🏠 - A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.

Repository GitHub projects Self-hosted open source

🎖️ 📇 ☁️ - Create, modify, and delete different aspects of Liveblocks such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.

Repository GitHub projects Self-hosted open source

🐍 ☁️ - Implementation of MCP server for Kestra workflow orchestration platform.

Repository GitHub projects Self-hosted open source

📇 ☁️ - Oracle Cloud Infrastructure pricing data with 602 products, cost calculators, and cross-provider comparisons. One-command install for Claude.

Repository GitHub projects Self-hosted open source

📇 ☁️ 🍎 🪟 🐧 - Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator.

Repository GitHub projects Self-hosted open source

![ionos-cloud/ionoscloud-mcp MCP server](https://glama.ai/mcp/servers/ionos-cloud/ionoscloud-mcp) 🏎️ ☁️ - Inspect and manage IONOS CLOUD infrastructure via MCP.

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![Infrawise/mcp-server MCP server](https://glama.ai/mcp/servers/Infrawise/mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and Reserved Instance recommendations for Claude Code.

Repository GitHub projects Self-hosted open source

🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastructure as Code workflows.

Repository GitHub projects Self-hosted open source

🎖️ 🐍 🏠 ☁️ 📟 - Official Espressif MCP Server to manage and control ESP RainMaker Devices.

Repository GitHub projects Self-hosted open source

🐍 ☁️/🏠 - MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports kubectl and helm operations through natural-language commands.

Repository GitHub projects Self-hosted open source

awslabs/mcp

github.com

🎖️ ☁️ - AWS MCP servers for seamless integration with AWS services and resources.

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🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (kubectl, helm, istioctl, and argocd) using Unix pipes in a safe Docker environment with multi-architecture support.

Repository GitHub projects Self-hosted open source

📇 ☁️ 🏠 - AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.

Repository GitHub projects Self-hosted open source

🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

Repository GitHub projects Self-hosted open source

📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.

Repository GitHub projects Self-hosted open source

📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.

Repository GitHub projects Self-hosted open source

📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.

Repository GitHub projects Self-hosted open source

🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver

Repository GitHub projects Self-hosted open source

📇 🏠 🍎 🪟 🐧 - Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + ChaCha20-Poly1305), secure credential vault, memory scrubbing, and audit logging. 22 tools for browser automation and secure logins.

Repository GitHub projects Self-hosted open source

🐍 🏠 🍎 - An MCP Server that autonomously debugs web applications with browser-use browser agents

Repository GitHub projects Self-hosted open source

📇 ☁️ - Web scraping, crawling, and search API. Extract content in Markdown/JSON, batch process 10k URLs, and get AI-powered answers with citations.

Repository GitHub projects Self-hosted open source

lightpanda-io/gomcp

github.com

🏎 🏠/☁️ 🐧/🍎 - An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation

Repository GitHub projects Self-hosted open source

![transcriptor-mcp MCP server](https://glama.ai/mcp/servers/samson-art/transcriptor-mcp) 📇 ☁️ - Transcriptor MCP is your choice when you need transcripts and metadata for AI, summarization, or content analysis

Repository GitHub projects Self-hosted open source

📇 🏠 - A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities.

Repository GitHub projects Self-hosted open source

hanzili/comet-mcp

github.com

📇 🏠 🍎 - Connect to Perplexity Comet browser for agentic web browsing, deep research, and real-time task monitoring.

Repository GitHub projects Self-hosted open source

📇 🏠 - Firefox browser automation via WebDriver BiDi for testing, scraping, and browser control. Supports snapshot/UID-based interactions, network monitoring, console capture, and screenshots.

Repository GitHub projects Self-hosted open source

eat-pray-ai/yutu

github.com

🏎️ 🏠 🍎 🐧 🪟 - A fully functional MCP server and CLI for YouTube to automate YouTube operation

Repository GitHub projects Self-hosted open source

📇 🏠 - An MCP Selenium Server for controlling browsers using natural language in Cursor IDE. Perfect for testing, automation, and multi-user scenarios.

Repository GitHub projects Self-hosted open source

browsermcp/mcp

github.com

📇 🏠 - Automate your local Chrome browser

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🦀 Lightweight browser automation MCP server in Rust with zero dependencies.

Repository GitHub projects Self-hosted open source

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