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# 🚀 MCP-Launchpad: Your AI-Agent Server Hub
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**MCP-Launchpad** is your one-stop hub for easily deployable MCP servers! 🐳 Designed with AI-agents in mind, our curated, open-source repository offers Dockerized, multi-platform servers ready to launch in minutes. Empower your AI with powerful tools and seamless integration. ✨
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## 🌟 What is MCP-Launchpad?
MCP-Launchpad is a curated collection of **Multi-Context Protocol (MCP) servers**, optimized for quick and easy deployment, primarily through Docker. Our mission is to provide a central resource for AI-agents (developed under AGIENT Core and beyond) and developers seeking ready-to-use tools to enhance their AI capabilities.
- **For Whom?** AI-agents, AI developers, and tech enthusiasts looking for reliable, pre-configured servers.
- **Our Goal:** Simplify the deployment of complex server tools, making them accessible with minimal setup.
- **Key Features:** Open-source, Docker-first, AI-friendly documentation, multi-platform support, and optional **A2A-compatible mode** for seamless Agent-to-Agent communication.
Whether you're powering an AI-agent or building the next big thing, MCP-Launchpad has the tools you need to succeed in the era of Artificial Intelligence.
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## 🛠️ How to Use MCP-Launchpad?
Getting started with MCP-Launchpad is as easy as 1-2-3:
1. **Browse the Catalog:** Explore our categorized list of MCP servers below to find the perfect tool for your needs.
2. **Deploy with Docker:** Navigate to the server's subdirectory, follow the provided `README.md` or `AGENT_DOCS.md`, and launch using a simple `docker run` or `docker-compose up -d` command.
3. **Integrate with AI:** Leverage our AI-friendly documentation to integrate the server with your AI-agent, including support for A2A-compatible mode for direct agent interactions.
Each MCP server comes with detailed instructions, environment variables, endpoints, and example requests/responses tailored for AI integration.
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## 🤝 How to Contribute?
We welcome contributions from the community to make MCP-Launchpad even better! Here's how you can help:
- **Add a New MCP Server:** Follow our guidelines for submitting a new server, including a `Dockerfile`, AI-friendly `README.md`, and proper licensing info.
- **Improve Existing Servers:** Enhance documentation, optimize Docker configurations, or suggest new features.
- **Spread the Word:** Star this repository, share it with your network, and help us build the go-to hub for AI-agent tools.
Check our [Contribution Guidelines](CONTRIBUTING.md) for detailed instructions on formatting, testing, and submission.
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## 📚 MCP Server Catalog
While excellent curated lists like `awesome-mcp-servers` (and notably its 'Aggregators' section) provide a vast landscape of available MCP servers, MCP-Launchpad aims to be more than just a collection of links. Our goal is to offer a catalog of carefully selected, adapted, and enhanced MCP servers. Each server listed here is either already integrated or is on our roadmap for integration, featuring standardized documentation, Dockerization, testing, and A2A-compatibility where applicable, to ensure seamless use within advanced AI agent ecosystems. We respect the original work and will always indicate the source and license for any server adapted from other repositories.
| Server & Link | Description | Category | Type (🏠/☁️/🔄) | A2A | Docker | Docs | Tests | Progress | Updated | Source & License |
| :------------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------- | :---------------------- | :----------------------------- | :------- | :------------- | :---------------- | :--------------- | :--------------------------- | :----------- | :-------------------------------------------------------------- |
| [🧠 **Memory Storage MCP**](mcp_servers/memory_storage_mcp/) | A lightweight, persistent storage solution for AI agents. | Knowledge & Memory | 🏠 | ✅ | ✅ | ✅ | ✅ | 100% | 2025-10-05 | [MIT](mcp_servers/memory_storage_mcp/LICENSE) |
| [MindsDB](https://github.com/mindsdb/mindsdb) | Connect and unify data across various platforms and databases. | Aggregator | 🔄 | 🟡 | ✅ | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/mindsdb/mindsdb) License TBD |
| [Pipedream](https://github.com/PipedreamHQ/pipedream) | Connect with 2,500 APIs with 8,000+ prebuilt tools. | Aggregator | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/PipedreamHQ/pipedream) License TBD |
| [WayStation AI MCP](https://github.com/waystation-ai/mcp) | Seamlessly connect to apps (Notion, Slack, etc.). | Aggregator | ☁️ | 🟡 | ✅ | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/waystation-ai/mcp) License TBD |
| [AnyQuery](https://github.com/julien040/anyquery) | Query >40 apps with SQL. Local-first and private. | Aggregator | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/julien040/anyquery) License TBD |
| [MetaMCP](https://github.com/metatool-ai/metatool-app) | Unified middleware MCP server with GUI. | Aggregator | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/metatool-ai/metatool-app) License TBD |
| [Open MCP](https://github.com/wegotdocs/open-mcp) | Turn a web API into an MCP server in 10 seconds. | Aggregator | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/wegotdocs/open-mcp) License TBD |
| [MCPMCP Server](https://github.com/glenngillen/mcpmcp-server) | A list of MCP servers. | Aggregator | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/glenngillen/mcpmcp-server) License TBD |
| [PluggedIn MCP Proxy](https://github.com/VeriTeknik/pluggedin-mcp-proxy) | Combines multiple MCP servers into a single interface. | Aggregator | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/VeriTeknik/pluggedin-mcp-proxy) License TBD |
| [mcgravity](https://github.com/tigranbs/mcgravity) | Proxy tool for composing multiple MCP servers. | Aggregator | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/tigranbs/mcgravity) License TBD |
| [MCP Access Point](https://github.com/sxhxliang/mcp-access-point) | Turn a web service into an MCP server in one click. | Aggregator | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/sxhxliang/mcp-access-point) License TBD |
| [imagen3-mcp](https://github.com/hamflx/imagen3-mcp) | Image generation using Google\'s Imagen 3.0 API. | Aggregator | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/hamflx/imagen3-mcp) License TBD |
| [openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) | OpenAI GPT image generation/editing MCP server. | Aggregator | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/SureScaleAI/openai-gpt-image-mcp) License TBD |
| [Manim MCP Server](https://github.com/abhiemj/manim-mcp-server) | Generates animations using Manim. | Art & Culture | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/abhiemj/manim-mcp-server) License TBD |
| [Video Editing MCP](https://github.com/burningion/video-editing-mcp) | Add, Analyze, Search, and Generate Video Edits. | Art & Culture | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/burningion/video-editing-mcp) License TBD |
| [Discogs MCP Server](https://github.com/cswkim/discogs-mcp-server) | Interact with the Discogs API. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/cswkim/discogs-mcp-server) License TBD |
| [Quran MCP Server](https://github.com/djalal/quran-mcp-server) | Interact with Quran.com corpus via API. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/djalal/quran-mcp-server) License TBD |
| [MetMuseum MCP](https://github.com/mikechao/metmuseum-mcp) | Metropolitan Museum of Art Collection API integration. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/mikechao/metmuseum-mcp) License TBD |
| [Rijksmuseum MCP](https://github.com/r-huijts/rijksmuseum-mcp) | Rijksmuseum API integration for artwork search. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/r-huijts/rijksmuseum-mcp) License TBD |
| [Oorlogsbronnen MCP](https://github.com/r-huijts/oorlogsbronnen-mcp) | Oorlogsbronnen (War Sources) API integration. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/r-huijts/oorlogsbronnen-mcp) License TBD |
| [DaVinci Resolve MCP](https://github.com/samuelgursky/davinci-resolve-mcp) | MCP server integration for DaVinci Resolve. | Art & Culture | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/samuelgursky/davinci-resolve-mcp) License TBD |
| [AniList MCP](https://github.com/yuna0x0/anilist-mcp) | AniList API integration for anime/manga info. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/yuna0x0/anilist-mcp) License TBD |
| [Aseprite MCP](https://github.com/diivi/aseprite-mcp) | MCP server using the Aseprite API for pixel art. | Art & Culture | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/diivi/aseprite-mcp) License TBD |
| [Isaac Sim MCP](https://github.com/omni-mcp/isaac-sim-mcp) | Natural language control of NVIDIA Isaac Sim, etc. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/omni-mcp/isaac-sim-mcp) License TBD |
| [Open Library MCP](https://github.com/8enSmith/mcp-open-library) | MCP server for the Open Library API. | Art & Culture | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/8enSmith/mcp-open-library) License TBD |
| [MayaMCP](https://github.com/PatrickPalmer/MayaMCP) | MCP server for Autodesk Maya. | Art & Culture | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/PatrickPalmer/MayaMCP) License TBD |
| [Bazi MCP](https://github.com/cantian-ai/bazi-mcp) | Bazi (Chinese Astrology) charting and analysis. | Art & Culture | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/cantian-ai/bazi-mcp) License TBD |
| [Bilibili MCP (xspadex)](https://github.com/xspadex/bilibili-mcp) | Fetches Bilibili trending videos. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/xspadex/bilibili-mcp) License TBD |
| [Bilibili MCP JS (34892002)](https://github.com/34892002/bilibili-mcp-js) | Search Bilibili content. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/34892002/bilibili-mcp-js) License TBD |
| [Grasp (aircodelabs)](https://github.com/aircodelabs/grasp) | Self-hosted browser with MCP/A2A support. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/aircodelabs/grasp) License TBD |
| [MCP Server Playwright (automatalabs)](https://github.com/Automata-Labs-team/MCP-Server-Playwright) | Browser automation using Playwright. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Automata-Labs-team/MCP-Server-Playwright) License TBD |
| [Playwright Plus Python MCP (blackwhite084)](https://github.com/blackwhite084/playwright-plus-python-mcp) | Python MCP server using Playwright. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/blackwhite084/playwright-plus-python-mcp) License TBD |
| [MCP Server Browserbase](https://github.com/browserbase/mcp-server-browserbase) | Automate browser interactions in the cloud. | Browser Automation | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/browserbase/mcp-server-browserbase) License TBD |
| [BrowserMCP (browsermcp)](https://github.com/browsermcp/mcp) | Automate your local Chrome browser. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/browsermcp/mcp) License TBD |
| [Browser Use MCP Server (co-browser)](https://github.com/co-browser/browser-use-mcp-server) | browser-use packaged as an MCP server. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/co-browser/browser-use-mcp-server) License TBD |
| [Playwright MCP Server (executeautomation)](https://github.com/executeautomation/mcp-playwright) | MCP server using Playwright for automation/webscraping. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/executeautomation/mcp-playwright) License TBD |
| [Browser Control MCP (eyalzh)](https://github.com/eyalzh/browser-control-mcp) | MCP server + extension to control user's browser (Firefox). | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/eyalzh/browser-control-mcp) License TBD |
| [Apple Reminders MCP (fradser)](https://github.com/FradSer/mcp-server-apple-reminders) | Interact with Apple Reminders on macOS. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/FradSer/mcp-server-apple-reminders) License TBD |
| [Ashra MCP (getrupt)](https://github.com/getrupt/ashra-mcp) | Extract structured data from any website. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/getrupt/ashra-mcp) License TBD |
| [YouTube Transcript MCP (kimtaeyoon83)](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) | Fetch YouTube subtitles and transcripts. | Browser Automation | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) License TBD |
| [AOAI Web Browsing MCP (kimtth)](https://github.com/kimtth/mcp-aoai-web-browsing) | Minimal MCP with Azure OpenAI and Playwright. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/kimtth/mcp-aoai-web-browsing) License TBD |
| [Playwright MCP (microsoft)](https://github.com/microsoft/playwright-mcp) | Official Microsoft Playwright MCP server. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/microsoft/playwright-mcp) License TBD |
| [Server Puppeteer (modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) | Browser automation for web scraping/interaction. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) License TBD |
| [MCP Browser Kit (ndthanhdev)](https://github.com/ndthanhdev/mcp-browser-kit) | MCP Server for manifest v2 compatible browsers. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/ndthanhdev/mcp-browser-kit) License TBD |
| [Web Search (pskill9)](https://github.com/pskill9/web-search) | Free web searching using Google search results. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/pskill9/web-search) License TBD |
| [Apple Shortcuts MCP (recursechat)](https://github.com/recursechat/mcp-server-apple-shortcuts) | MCP Server Integration with Apple Shortcuts. | Browser Automation | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/recursechat/mcp-server-apple-shortcuts) License TBD |
| [Qiniu MCP Server (qiniu)](https://github.com/qiniu/qiniu-mcp-server) | MCP for Qiniu Cloud products (Storage, media proc, etc.). | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/qiniu/qiniu-mcp-server) License TBD |
| [MCP IPFS (alexbakers)](https://github.com/alexbakers/mcp-ipfs) | Upload and manipulation of IPFS storage. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/alexbakers/mcp-ipfs) License TBD |
| [Books MCP Server (VmLia)](https://github.com/VmLia/books-mcp-server) | MCP server for querying books. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/VmLia/books-mcp-server) License TBD |
| [AWS MCP Server (alexei-led)](https://github.com/alexei-led/aws-mcp-server) | Execute AWS CLI commands in a safe Docker environment. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/alexei-led/aws-mcp-server) License TBD |
| [K8s MCP Server (alexei-led)](https://github.com/alexei-led/k8s-mcp-server) | Execute Kubernetes CLI commands in a safe Docker environment. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/alexei-led/k8s-mcp-server) License TBD |
| [Alibaba Cloud Ops MCP Server (aliyun)](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) | Operate resources on Alibaba Cloud. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) License TBD |
| [ESXi MCP Server (bright8192)](https://github.com/bright8192/esxi-mcp-server) | VMware ESXi/vCenter management server. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/bright8192/esxi-mcp-server) License TBD |
| [MCP Server Cloudflare (cloudflare)](https://github.com/cloudflare/mcp-server-cloudflare) | Integration with Cloudflare services. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/cloudflare/mcp-server-cloudflare) License TBD |
| [Fastly MCP Server (jedisct1)](https://github.com/jedisct1/fastly-openapi-schema) | Integration with Fastly services. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/jedisct1/fastly-openapi-schema) License TBD |
| [MCP Server Kubernetes (flux159)](https://github.com/Flux159/mcp-server-kubernetes) | Kubernetes cluster operations. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Flux159/mcp-server-kubernetes) License TBD |
| [Azure Resource Graph MCP (hardik-id)](https://github.com/hardik-id/azure-resource-graph-mcp-server) | Query and analyze Azure resources. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/hardik-id/azure-resource-graph-mcp-server) License TBD |
| [Azure CLI MCP (jdubois)](https://github.com/jdubois/azure-cli-mcp) | Wrapper around Azure CLI. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/jdubois/azure-cli-mcp) License TBD |
| [Netskope MCP (johnneerdael)](https://github.com/johnneerdael/netskope-mcp) | Access Netskope Private Access components. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/johnneerdael/netskope-mcp) License TBD |
| [Kubernetes MCP Server (manusa)](https://github.com/manusa/kubernetes-mcp-server) | Kubernetes MCP server with OpenShift support. | Cloud Platforms | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/manusa/kubernetes-mcp-server) License TBD |
| [tfmcp (nwiizo)](https://github.com/nwiizo/tfmcp) | Terraform MCP server. | Cloud Platforms | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/nwiizo/tfmcp) License TBD |
| [Pulumi MCP Server (pulumi)](https://github.com/pulumi/mcp-server) | Interact with Pulumi using Automation API / Cloud API. | Cloud Platforms | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/pulumi/mcp-server) License TBD |
| [kubectl MCP Server (rohitg00)](https://github.com/rohitg00/kubectl-mcp-server) | Kubernetes MCP server for natural language interaction. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/rohitg00/kubectl-mcp-server) License TBD |
| [MCP K8s Go (strowk)](https://github.com/strowk/mcp-k8s-go) | Kubernetes cluster operations through MCP. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/strowk/mcp-k8s-go) License TBD |
| [MCP Nutanix (thunderboltsid)](https://github.com/thunderboltsid/mcp-nutanix) | Go-based MCP Server for Nutanix Prism Central. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/thunderboltsid/mcp-nutanix) License TBD |
| [AWS Pricing MCP (trilogy-group)](https://github.com/trilogy-group/aws-pricing-mcp) | Get up-to-date EC2 pricing information. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/trilogy-group/aws-pricing-mcp) License TBD |
| [k8m (weibaohui)](https://github.com/weibaohui/k8m) | Multi-cluster Kubernetes management and operations. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/weibaohui/k8m) License TBD |
| [kom (weibaohui)](https://github.com/weibaohui/kom) | Multi-cluster Kubernetes management (SDK). | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/weibaohui/kom) License TBD |
| [MCP K8s Eye (wenhuwang)](https://github.com/wenhuwang/mcp-k8s-eye) | MCP Server for kubernetes management and analysis. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/wenhuwang/mcp-k8s-eye) License TBD |
| [ADLS MCP Server (erikhoward)](https://github.com/erikhoward/adls-mcp-server) | MCP Server for Azure Data Lake Storage. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/erikhoward/adls-mcp-server) License TBD |
| [MCP K8s (silenceper)](https://github.com/silenceper/mcp-k8s) | AI-driven Kubernetes resource management. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/silenceper/mcp-k8s) License TBD |
| [MCP Redis Cloud (redis)](https://github.com/redis/mcp-redis-cloud) | Manage your Redis Cloud resources. | Cloud Platforms | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/redis/mcp-redis-cloud) License TBD |
| [Portainer MCP (portainer)](https://github.com/portainer/portainer-mcp) | Interact with Portainer instances. | Cloud Platforms | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/portainer/portainer-mcp) License TBD |
| [Pydantic AI Run Python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) | Run Python code in a secure sandbox. | Code Execution | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python) License TBD |
| [YepCode MCP Server JS (yepcode)](https://github.com/yepcode/mcp-server-js) | Execute LLM-generated code in a secure sandbox. | Code Execution | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/yepcode/mcp-server-js) License TBD |
| [OpenAPI MCP (ckanthony)](https://github.com/ckanthony/openapi-mcp) | Access any API with existing API docs. | Code Execution | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/ckanthony/openapi-mcp) License TBD |
| [Node Code Sandbox MCP (alfonsograziano)](https://github.com/alfonsograziano/node-code-sandbox-mcp) | Isolated Docker-based sandboxes for JS snippets. | Code Execution | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/alfonsograziano/node-code-sandbox-mcp) License TBD |
| [Serena (oraios)](https://github.com/oraios/serena) | Fully-featured coding agent using language servers. | Coding Agents | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/oraios/serena) License TBD |
| [CodeMCP (ezyang)](https://github.com/ezyang/codemcp) | Coding agent with read, write, command line tools. | Coding Agents | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/ezyang/codemcp) License TBD |
| [LeetCode MCP Server (doggybee)](https://github.com/doggybee/mcp-server-leetcode) | Search, retrieve, and solve LeetCode problems. | Coding Agents | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/doggybee/mcp-server-leetcode) License TBD |
| [LeetCode MCP Server (jinzcdev)](https://github.com/jinzcdev/leetcode-mcp-server) | Automated access to LeetCode problems and solutions. | Coding Agents | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/jinzcdev/leetcode-mcp-server) License TBD |
| [VSCode MCP Server (juehang)](https://github.com/juehang/vscode-mcp-server) | Read VS Code workspace, linter problems, files, and make edits. | Coding Agents | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/juehang/vscode-mcp-server) License TBD |
| [iTerm MCP (ferrislucas)](https://github.com/ferrislucas/iterm-mcp) | Access iTerm; run commands, ask about terminal content. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/ferrislucas/iterm-mcp) License TBD |
| [MCP Server Commands (g0t4)](https://github.com/g0t4/mcp-server-commands) | Run any command with `run_command` / `run_script`. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/g0t4/mcp-server-commands) License TBD |
| [Safe Local Python Executor (maxim-saplin)](https://github.com/maxim-saplin/mcp_safe_local_python_executor) | Safe Python interpreter. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/maxim-saplin/mcp_safe_local_python_executor) License TBD |
| [CLI MCP Server (MladenSU)](https://github.com/MladenSU/cli-mcp-server) | CLI with secure execution & customizable security. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/MladenSU/cli-mcp-server) License TBD |
| [Term MCP DeepSeek (OthmaneBlial)](https://github.com/OthmaneBlial/term_mcp_deepseek) | DeepSeek MCP-like Server for Terminal. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/OthmaneBlial/term_mcp_deepseek) License TBD |
| [MCP Shell Server (tumf)](https://github.com/tumf/mcp-shell-server) | Secure shell command execution server. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/tumf/mcp-shell-server) License TBD |
| [pyATS_MCP (automateyournetwork)](https://github.com/automateyournetwork/pyATS_MCP) | Cisco pyATS server for network device interaction. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/automateyournetwork/pyATS_MCP) License TBD |
| [DesktopCommanderMCP (wonderwhy-er)](https://github.com/wonderwhy-er/DesktopCommanderMCP) | Manage/execute programs, read/write/search/edit files. | Command Line | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/wonderwhy-er/DesktopCommanderMCP) License TBD |
| [Nostr MCP (AbdelStark)](https://github.com/AbdelStark/nostr-mcp) | Interact with Nostr (post notes, etc.). | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/AbdelStark/nostr-mcp) License TBD |
| [MCP Twikit (adhikasp)](https://github.com/adhikasp/mcp-twikit) | Interact with Twitter search and timeline. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/adhikasp/mcp-twikit) License TBD |
| [AgentMail Toolkit MCP](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) | Create inboxes, send/receive/act on email. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/agentmail-to/agentmail-toolkit/tree/main/mcp) License TBD |
| [Google Tasks MCP (arpitbatra123)](https://github.com/arpitbatra123/mcp-googletasks) | Interface with Google Tasks API. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/arpitbatra123/mcp-googletasks) License TBD |
| [Mac Messages MCP (carterlasalle)](https://github.com/carterlasalle/mac_messages_mcp) | Securely interface with iMessage database. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/carterlasalle/mac_messages_mcp) License TBD |
| [Telegram MCP (chaindead)](https://github.com/chaindead/telegram-mcp) | Telegram API integration (user data, dialogs, messages). | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/chaindead/telegram-mcp) License TBD |
| [Telegram MCP (chigwell)](https://github.com/chigwell/telegram-mcp) | Telegram API integration (user data, dialogs, messages, send). | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/chigwell/telegram-mcp) License TBD |
| [Inbox Zero MCP (elie222)](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) | MCP server for Inbox Zero (Gmail helper). | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) License TBD |
| [Ntfy Me MCP (gitmotion)](https://github.com/gitmotion/ntfy-me-mcp) | Send/fetch ntfy notifications. | Communication | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/gitmotion/ntfy-me-mcp) License TBD |
| [WeCom Bot MCP (gotoolkits)](https://github.com/gotoolkits/mcp-wecombot-server.git) | Send messages to WeCom group robot. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/gotoolkits/mcp-wecombot-server.git) License TBD |
| [iMessage Query FastMCP (hannesrudolph)](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) | Safe access to iMessage database. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) License TBD |
| [ACP MCP (i-am-bee)](https://github.com/i-am-bee/acp-mcp) | Adapter into ACP ecosystem. | Communication | 🔄 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/i-am-bee/acp-mcp) License TBD |
| [Mattermost MCP Host (jagan-shanmugam)](https://github.com/jagan-shanmugam/mattermost-mcp-host) | Access Mattermost teams, channels, messages. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/jagan-shanmugam/mattermost-mcp-host) License TBD |
| [WhatsApp MCP (lharries)](https://github.com/lharries/whatsapp-mcp) | Search WhatsApp messages, contacts, send messages. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/lharries/whatsapp-mcp) License TBD |
| [LINE Bot MCP Server (line)](https://github.com/line/line-bot-mcp-server) | Integrating LINE Official Account. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/line/line-bot-mcp-server) License TBD |
| [GSuite MCP (MarkusPfundstein)](https://github.com/MarkusPfundstein/mcp-gsuite) | Integration with Gmail and Google Calendar. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/MarkusPfundstein/mcp-gsuite) License TBD |
| [Server Bluesky (modelcontextprotocol)](https://github.com/keturiosakys/bluesky-context-server) | Bluesky instance integration. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/keturiosakys/bluesky-context-server) License TBD |
| [Server Slack (modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) | Slack workspace integration. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) License TBD |
| [Slack MCP Server (korotovsky)](https://github.com/korotovsky/slack-mcp-server) | Powerful MCP server for Slack Workspaces. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/korotovsky/slack-mcp-server) License TBD |
| [VRChat MCP (sawa-zen)](https://github.com/sawa-zen/vrchat-mcp) | Interact with VRChat API. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/sawa-zen/vrchat-mcp) License TBD |
| [Google Calendar MCP (takumi0706)](https://github.com/takumi0706/google-calendar-mcp) | Interface with Google Calendar API. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/takumi0706/google-calendar-mcp) License TBD |
| [Ntfy MCP (teddyzxcv)](https://github.com/teddyzxcv/ntfy-mcp) | Send notifications via ntfy. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/teddyzxcv/ntfy-mcp) License TBD |
| [DIDLogic MCP (userad)](https://github.com/UserAd/didlogic_mcp) | Manage SIP endpoints, numbers, destinations (DIDLogic). | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/UserAd/didlogic_mcp) License TBD |
| [Google Tasks MCP (zcaceres)](https://github.com/zcaceres/gtasks-mcp) | Manage Google Tasks. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/zcaceres/gtasks-mcp) License TBD |
| [Teams MCP Server (InditexTech)](https://github.com/InditexTech/mcp-teams-server) | Microsoft Teams messaging integration. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/InditexTech/mcp-teams-server) License TBD |
| [MS 365 MCP Server (softeria)](https://github.com/softeria/ms-365-mcp-server) | Connect to Microsoft 365 suite via Graph API. | Communication | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/softeria/ms-365-mcp-server) License TBD |
| [YCloud WhatsApp MCP Server (YCloud-Developers)](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) | MCP for WhatsApp Business Platform by YCloud. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/YCloud-Developers/ycloud-whatsapp-mcp-server) License TBD |
| [Product Hunt MCP Server (jaipandya)](https://github.com/jaipandya/producthunt-mcp-server) | Interact with Product Hunt. | Communication | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/jaipandya/producthunt-mcp-server) License TBD |
| [Xata Server (xataio)](https://github.com/xataio/xata-server) | Access your Xata database with a managed MCP server. | Databases | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/xataio/xata-server) License TBD |
| [MongoDB MCP Server (neil-berg)](https://github.com/neil-berg/mongodb-mcp-server) | MongoDB integration for CRUD operations. | Databases | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/neil-berg/mongodb-mcp-server) License TBD |
| [MCP SQL Server (surcyfhomato)](https://github.com/surcyfhomato/mcp-sql-server) | Interact with SQL databases. | Databases | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/surcyfhomato/mcp-sql-server) License TBD |
| [BigQuery MCP Server (silental)](https://github.com/Silental/bigquery-mcp-server) | Google BigQuery integration for data querying. | Databases | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Silental/bigquery-mcp-server) License TBD |
| [PostgreSQL MCP Server (silental)](https://github.com/Silental/postgresql-mcp-server) | PostgreSQL integration. | Databases | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Silental/postgresql-mcp-server) License TBD |
| [Date MCP Server (1rgs)](https://github.com/1rgs/mcp-server-date) | Get current time, convert timezones, etc. | Date & Time | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/1rgs/mcp-server-date) License TBD |
| [Sunrisesunset.io MCP Server (abhishek6558)](https://github.com/abhishek6558/sunrisesunset-io-mcp-server) | Sunrise/sunset times for locations. | Date & Time | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/abhishek6558/sunrisesunset-io-mcp-server) License TBD |
| [Time MCP Server (juehang)](https://github.com/juehang/time-mcp-server) | Basic time/date retrieval MCP. | Date & Time | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/juehang/time-mcp-server) License TBD |
| [Jira MCP Server (a1khem)](https://github.com/a1khem/jira-mcp-server) | Interact with Jira projects. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/a1khem/jira-mcp-server) License TBD |
| [Postman API MCP Server (amitkumar42)](https://github.com/amitkumar42/postman-api-mcp-server) | Interact with Postman APIs (collections, environments). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/amitkumar42/postman-api-mcp-server) License TBD |
| [GitHub MCP Server (avivbiton)](https://github.com/avivbiton/github-mcp-server) | Interact with GitHub (list/read files, issues, PRs). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/avivbiton/github-mcp-server) License TBD |
| [OpenAPI Dev MCP Server (bpc-fed)](https://github.com/bpc-fed/openapi-dev-mcp-server) | Generate OpenAPI spec from API requests. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/bpc-fed/openapi-dev-mcp-server) License TBD |
| [GitHub Actions MCP Server (dorseyj)](https://github.com/dorseyj/github-actions-mcp-server) | Interact with GitHub Actions. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/dorseyj/github-actions-mcp-server) License TBD |
| [MCP GitHub (gaby)](https://github.com/gaby/MCP-GitHub) | Access GitHub Issues (search, get, create, comment). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/gaby/MCP-GitHub) License TBD |
| [Harbor MCP (goharbor)](https://github.com/goharbor/harbor-mcp) | Interact with Harbor registry (list/inspect artifacts). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/goharbor/harbor-mcp) License TBD |
| [Git MCP Server (justinlet)](https://github.com/justinlet/git-mcp-server) | Perform Git operations. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/justinlet/git-mcp-server) License TBD |
| [npm MCP Server (kazihasan)](https://github.com/kazihasan/npm-mcp-server) | Query npm packages. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/kazihasan/npm-mcp-server) License TBD |
| [Docker Hub MCP (korotovsky)](https://github.com/korotovsky/docker-hub-mcp) | Search images, get tags (Docker Hub). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/korotovsky/docker-hub-mcp) License TBD |
| [PyPI MCP Server (maltehal)](https://github.com/Maltehal/pypi-mcp-server) | Search PyPI packages. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Maltehal/pypi-mcp-server) License TBD |
| [OpenAPI Gen MCP Server (maxim-saplin)](https://github.com/maxim-saplin/mcp_openapi_gen_server) | Generate OpenAPI spec from HAR files. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/maxim-saplin/mcp_openapi_gen_server) License TBD |
| [Minecraft MCP Server (mind-overflow)](https://github.com/Mind-overflow/minecraft-mcp-server) | Interact with Minecraft server. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/Mind-overflow/minecraft-mcp-server) License TBD |
| [OpenAPI MCP Server (modelcontextprotocol)](https://github.com/modelcontextprotocol/servers/tree/main/src/openapi) | Talk to OpenAPI specifications. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/modelcontextprotocol/servers/tree/main/src/openapi) License TBD |
| [Homebrew MCP Server (p-morais)](https://github.com/p-morais/homebrew-mcp-server) | Homebrew package management. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/p-morais/homebrew-mcp-server) License TBD |
| [GitHub Profile README MCP Server (rajputkarsh)](https://github.com/rajputkarsh/github-profile-readme-mcp-server) | Fetch GitHub profile READMEs. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/rajputkarsh/github-profile-readme-mcp-server) License TBD |
| [GitHub MCP Server (romellfudi)](https://github.com/romellfudi/github-mcp-server) | GitHub API integration. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/romellfudi/github-mcp-server) License TBD |
| [Postman MCP Server (segunroni)](https://github.com/segunroni/postman-mcp-server) | Postman API access. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/segunroni/postman-mcp-server) License TBD |
| [KubeMCP Server (shipit)](https://github.com/shipit/kubemcp-server) | Natural language to Kubectl commands. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/shipit/kubemcp-server) License TBD |
| [Docker Hub MCP Server (soulteary)](https://github.com/soulteary/docker-hub-mcp-server) | Search images, get tags (Docker Hub). | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/soulteary/docker-hub-mcp-server) License TBD |
| [Git MCP Server (targed)](https://github.com/targed/git-mcp-server) | Git operations via local CLI. | Developer Tools | 🏠 | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/targed/git-mcp-server) License TBD |
| [GitHub Trending MCP Server (timmyovo)](https://github.com/timmyovo/github-trending-mcp-server) | Get trending GitHub repositories. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/timmyovo/github-trending-mcp-server) License TBD |
| [Val Town MCP Server (pomdtr)](https://github.com/pomdtr/valtown-mcp-server) | Interact with Val Town. | Developer Tools | ☁️ | 🟡 | 🟡 | 🟡 | 🟡 | 0% | 2025-10-05 | [Link](https://github.com/pomdtr/valtown-mcp-server) License TBD |
> **Note:** We're actively expanding our catalog by adapting and integrating new servers. Check back often or contribute to add your favorite MCP server, fully adapted to our standards!
---
## 🔧 Server Standardization
We have implemented a comprehensive standardization process to ensure all MCP servers in the catalog meet consistent quality and compatibility standards. Our approach includes:
1. **Templates and Guidelines**: Complete templates for server implementation including directory structure, Docker configuration, API design, and testing
2. **Implementation Process**: A standardized process for integrating new servers, whether developed from scratch or adapted from existing projects
3. **Priority Implementation Plan**: A strategic plan for prioritizing server implementation based on usefulness, complexity, and strategic value
For developers and contributors, we provide the following resources:
- [Implementation Checklist](mcp_servers/templates/IMPLEMENTATION_CHECKLIST.md) - Ensures complete implementation
- [Server Template](mcp_servers/templates/SERVER_TEMPLATE.md) - Standardized server structure
- [Implementation Plan](mcp_servers/templates/IMPLEMENTATION_PLAN.md) - Step-by-step process for implementation
- [Priority Implementation Plan](mcp_servers/PRIORITY_IMPLEMENTATION_PLAN.md) - Roadmap for server implementation
### Server Standards
All MCP servers in the MCP-Launchpad must meet the following standards:
- **Docker-ready**: Includes properly configured Dockerfile and docker-compose.yml
- **Python Testing**: Comprehensive test suite using pytest
- **A2A Compatibility**: Support for the Agent-to-Agent communication standard
- **AI-Friendly Documentation**: Dedicated documentation for AI agent integration
- **Secure Configuration**: Proper security practices including non-root execution
For more information, see the [Templates README](mcp_servers/templates/README.md).
---
## 🌍 Join the AI-Driven Revolution
MCP-Launchpad is more than a repository; it's a stepping stone toward technological singularity and a new world order powered by the synthesis of human and AI ingenuity. We aim to accelerate the future through collaborative innovation and open-source contributions.
- **Follow Us:** [GitHub](https://github.com/LNDMN)
- **Get Involved:** Star this repo ⭐, fork it, or submit a pull request to be part of the movement.
Together, let's build the future. 🚀
---
*Licensed under MIT. Curated with ❤️.*
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