Zenn Hackathon Search MCP Server

Example Use Cases

• 1

  Perform natural language search and analysis over Zenn AI Agent Hackathon projects.

• 2

  Access detailed project data, rankings, and award information via MCP protocol.

• 3

  Leverage multi-turn Agentic RAG chat for complex queries on hackathon submissions.

Description

This MCP server provides a multi-turn Agentic RAG chat interface and direct API access for searching, filtering, and analyzing projects submitted to the first three Zenn AI Agent Hackathons. It supports keyword and full-text search, ranking by likes or bookmarks, and viewing award-winning projects with judge comments. The system integrates FastAPI backend, ChromaDB vector search, and LangGraph for advanced AI-powered retrieval, enabling seamless interaction from Claude Desktop or web UI.