Track 1: Building MCP Winners
Best Overall 🥇
🛡️ Cite-Before-Act MCP
bisonnetworking Human-in-the-loop safety middleware for MCP servers. Require explicit
approval before state-mutating operations.
Best Enterprise
🏭 MCEPTION
alihmaou This server allows you to create and deploy other MCP servers on Hugging
Face Spaces.
Best Consumer
Portfolio Intelligence Platform
BrianIsaac AI-powered portfolio analysis with transparent multi-agent MCP
orchestration
Best Creative
🎮 GCP - Game Context Protocol
ArturoNereu Build 3D scenes and games with natural language.
Track 2: MCP in Action Winners
Enterprise Category
🥇
Vehicle Diagnostic Assistant 🚗 🛠️
castlebbs & stargarnet AI agent that connects to your car via an embedded MCP server to provide
real-time diagnostics and insights.
🥈
DevRel Campaign Generator
chenglu AI-Powered Content for Developer Relations.
🥉
DataPass
waroca Your pass to private datasets.
🏅
🚛 FleetMind AI Agent
mashrur950 Autonomous fleet management powered by AI
Consumer Category
🥇
MCP Blockly
owenkaplinsky AI that makes MCP servers with block-code.
🥈
🚁 Drone Control MCP Server
akirahrkw Control your drone using MQTT commands through the MCP server
🥉
🎬 Director's Cut - Autonomous Video Editor
tyb343 & sahiltanna7 & nikunj30 The autonomous multi-agent system that transforms any YouTube video into
viral vertical content. Zero editing skills. Five AI agents. One click.
🏅
☃️ Snowman AI
nextmarte Autonomous Literature Review Agent powered by LangGraph + Gradio MCP
Server
Creative Category
🥇
🎬 Vidzly - Your AI-Powered Short Video Creator
tthhanh & tiena2cva & Nlag & Daphneee17 Transform raw footage into viral-ready content in seconds. No skills
required. No expensive gear needed. Just your vision and our AI.
🥈
📺 The Emergent Show
inventwithdean The Emergent Show is a fully autonomous Live Show where the Host, TV
Crew, Guard, Audience, and Guests are all AI Agents.
🥉
Reachy Mini Choreography Generator
TwinPeaksTownie An MCP tool that generates music from text prompts and creates
synchronized dance choreography for Reachy Mini robots.
🏅
✧ MYTHFORGE ✧ - The Living Mythology Engine
hetanshwaghela An AI-powered mythology world generator that creates complete,
interconnected mythological universes from a single seed concept using
Gemini, LlamaIndex, and Gradio.
Special Awards Winners
Modal Innovation Award
🏅
🤖 Legacy Code Modernizer
naazimsnh02 An autonomous AI agent that modernizes legacy codebases through
intelligent planning, reasoning, and execution using Model Context
Protocol (MCP) tools.
LlamaIndex Category Award Winner
🏅
DungeonMaster AI
bhupesh-sf Your AI-Powered D&D 5e Game Master with Voice Narration
Category Awards Winner
Best API Integration
🖼️ AutoBrand Studio
omarash2016 & ABO4SAMRA & Mohamed-Hosny An Autonomous Branding Agent that generates brand identity kits, including
logos, color palettes, social media content, and summarizes market
insights — all using MCP tools and autonomous reasoning.
Best ChatGPT App
🦷 Complete Dental AI Suite
Wildstash 7 Specialized MCP Tools for ChatGPT Integration
Blaxel Choice Award Winner
🏅
BlaxML Agent
aniketppanchal Autonomous Machine Learning MCP server powered by Blaxel
Community Choice Award Winner
🏅
Anim Lab AI
ovi054 Equip AI Agents with the power to visualize complex logic using Manim