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doc2mcp
I built doc2mcp because AI coding agents are only as good as the documentation they can actually read.Today the workflow is broken 🤔 Your agent guesses an API, hallucinates a method that doesn't exist, or leans on stale training data. So you end up copy-pasting docs into context by hand, page by page, every single time.That's the gap doc2mcp closes ✅doc2mcp turns any documentation URL into a hosted, token-secured MCP server in under 60 seconds 🚀Paste a docs link → we crawl it (Mintlify, Docusaurus, Swagger, GitBook, plain HTML — all supported), preserve code blocks, run an understanding pass that detects auth patterns, endpoints, and workflows, and generate semantic MCP tools your agent can call directly.Then install it into Cursor, Claude, VS Code, or Windsurf with one command 🛠️ Your agent now answers from the real docs — with citations — instead of guessing.1. Crawls the docs and indexes every page2. Generates typed MCP tools (search, read, ask) automatically3. Hosts a token-secured MCP endpoint your agents can call4. One-click installs it into Cursor, Claude, VS Code & WindsurfIn the demo MCP, 40 pages became 3 tools at 97% confidence — no glue code.The core tool is ask_documentation: natural-language Q&A grounded in the crawled docs, with no API key needed from your users 🔐It's built for developers shipping with agent frameworks, teams whose users constantly ask "how do I use your API?", and anyone tired of their agent confidently inventing endpoints.It works two ways:• Web app → https://doc2mcp.site• CLI → npm i -g doc2mcp (convert, install, and chat with your docs from the shell): https://doc2mcp.site/cliIt's built for two people: developers who want to generate and self-host MCPs, and companies that want to publish official MCP infrastructure for their customers and AI agents (custom domains + company-attributed usage).Docs: https://doc2mcp.site/docsWould love your feedback — especially which docs site you'd want as an MCP first. I'll be here all day answering everything 🙏
AiraBreeze Mini Portable Cooler
AiraBreeze Mini Portable Cooler is a compact evaporative air cooler designed for personal use. Unlike traditional air conditioners that cool entire rooms using refrigerants and compressors, this portable device uses water-assisted evaporative cooling to deliver a refreshing airflow directly around the user.
Sanjeevani AI
Sanjeevani is an AI-driven healthcare triage platform designed to help patients quickly assess the urgency of their symptoms and connect with appropriate care. Built to bridge the gap between patients and doctors in real time, especially useful in resource-constrained or high-volume healthcare settings. Key Features: Bilingual voice input — supports Hindi and English, making it accessible to a wider range of patients including those less comfortable with typed English LLM-powered triage engine — uses a structured triage prompt to assess symptom severity and route patients accordingly Real-time doctor alerts — WebSocket architecture pushes urgent cases to doctors instantly, with queue replay-on-connect so no alerts are missed if a doctor reconnects Full-stack implementation — React frontend (with Web Speech API for voice) + FastAPI backend
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Trust Onyekwere
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Ratnakar Patrayudu
Sr. Manager - SEO & Organic Growth, Techjockey.com

Sai Sandeep Ogety
“Transforming DevOps with innovation, collaboration, and AI-driven solutions.”

Ayush Chamoli
Data Engineer @ Enable Data

Shivangi Pande
Product designer and A11y champion @ Microsoft

Darshan Sharma
SDE III

Debajit Mallick
Organizer @GDG Siliguri🚀 | Software Engineer @Ergeon | Tech Community Builder & Innovator

Pranav Kumar
Tech Lead @Wipro, Automation Engineer

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Vikas Shukla
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Commudle is by far the best platform I’ve used for community management! It’s incredibly easy to navigate, with everything we need in one place, which made organizing DevFest 2024 Ranchi a seamless experience. What truly sets Commudle apart is the founder, Arpan Garg. He genuinely cares about his users, personally addressing any issues and providin...
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Tushar Raj
@raj_tushar_30
Organizer, GDG Ranchi
Commudle proved to be an exceptional tool for managing our community event, DevFest 2024 Ranchi! The platform’s intuitive layout and comprehensive features brought everything we needed under one roof, making the entire organization process efficient and straightforward. The ticketing process was smooth, and handling payments was effortless, letting...
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Daksh P. Jain
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Commudle is the one platform for everything related to developer communities. It's super easy to use, user friendly, got a ton of different options for community leaders and members like event notifications, custom forms, attendance, statistics, RSVP system, connecting with attendees within an event, etc. Commudle is not only a platform for communi...
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Commudle is my ultimate tool for connecting with developers, organizing events, and building a vibrant community. It offers everything I need in one place – from hosting events to managing communities, and even running coding competitions and hackathons. It makes engaging with our community easy and seamless. Commudle has truly simplified my role a...
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Akaash Tripathee
@akaashtripathi
Organizer at TensorFlow User Group Ghaziabad
I have thoroughly enjoyed using Commudle for organizing three events, and I am delighted to share my positive experience. The platform's smooth interface and flawless UI/UX design truly stood out, making the entire event management process seamless and efficient. The perfection in user interface and experience was evident at every step, contributin...
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Sharanya Srivastava
@seekersharanya
Associate Product Consultant at Cvent, Women Tech Makers Ambassador
Because I love how it combines all the small things related to an event and brings them all together. Most of the time, people use different platforms for CFPs, volunteers, and registrants, but Commudle does it all in one place. Also, the option to build your own profile like LinkedIn is a great feature. Love the fact that we're allowed to showcase...
Read moreWho should have a profile on Commudle?
- If you are a Software Developer, Designer, DevRel or a Community Leader then Commudle is for you.
Why do I need a Commudle profile?
- It helps you build recognitions with not just your community contributions on Commudle, but everything on the internet from your blogs to your public projects.
How can I get a blue tick?
- If you think you are an expert in a technology, just fill this form and we'll get back: Expert Nomination Form
Why to have my Developer Community on Commudle?
- The right tools to engage your members all at one place. From events, newsletter to forums & chats. It's very easy to manage members & every community activity helps you build your profile.











