ContextWeaver AI – The Autonomous Agent Swarm for MCP Servers | "2 Fast 2 MCP" Hackathon

ContextWeaver AI – Weaving APIs into the Model Context Protocol

ContextWeaver is the first autonomous agent swarm designed to break data silos by instantly transforming any REST API into a production-ready MCP (Model Context Protocol) server.

"Stop building integrations. Start weaving them."

Built during the "2 Fast 2 MCP" Hackathon 2026, ContextWeaver solves the "long tail" problem of AI: thousands of internal and legacy APIs are currently invisible to AI agents. We change that by automating the entire lifecycle of an MCP server in under 60 seconds.

Instead of manual coding, we use a 4-agent swarm—orchestrated by Archestra—to analyze, design, test, and heal code in real time.

🔍 Key Features
✅ 4-Agent Swarm Logic: Specialized Librarian, Architect, Tester, and Healer agents working in a collaborative pipeline.

✅ Archestra Deployment Ready: Agents are containerized and registered in the Archestra private registry for enterprise-grade orchestration.

✅ Smart Base-URL Extraction: Intelligently detects and configures API endpoints to ensure generated servers work out-of-the-box.

✅ Autonomous Self-Healing: Detects syntax or logic errors and applies patches automatically before the final build.

✅ Deterministic Reliability: A robust "Smart Engine" that ensures fast, free, and reliable generation without being blocked by LLM hallucinations.

✅ MCP Inspector Validated: Every generated server is tested and verified to work with real API data in the MCP Inspector.

🛠️ Tech Stack
⚡ Next.js 15 (App Router) | 🧠 Archestra AI (Orchestration & Gateway) | 🤖 Anthropic Claude 3.5 Sonnet | 🐳 Docker (Agent Containerization) | 📊 MCP SDK | 🎨 Tailwind CSS & Shadcn/UI

🔗 Project Links
🌐 Live App: https://contextweaver-nu.vercel.app
💻 GitHub Repo: https://github.com/SKfaizan-786/contextweaver
🚀 Archestra Agents: Registered in ContextWeaver Private Registry.

Submitted for 2 Fast 2 MCP 2026 🏆

If you're a developer or a DevOps engineer looking to scale AI agents across your organization, this tool is built for you.

🔖 Hashtags #2Fast2MCP #ArchestraAI #ModelContextProtocol #MCP #AI #AgenticWorkflows #Nextjs #WebDevelopment #Hackathon #BuildInPublic #DevOps #SRE #WeMakeDevs

Видео ContextWeaver AI – The Autonomous Agent Swarm for MCP Servers | "2 Fast 2 MCP" Hackathon канала SK Faizanuddin