Hello Students,
Google Cloud has partnered with tech powerhouses, sending you on a mission to use AI to tackle real-world problems. Explore how you can integrate these partner’s MCP server to give your agent the superpowers to finish the job:
🛠️ MongoDB: MongoDB Atlas is a unified intelligent data platform and persistent memory layer for modern AI and agentic workloads. By combining operational, vector, and semantic data in one place, it eliminates the fragmented stacks that hinder AI performance — enabling production-grade, framework-agnostic AI agents. Learn more.
Vector & semantic search: Use Atlas Vector Search and Atlas Search to power AI-driven retrieval. The sample Mflix dataset even comes with pre-built vector embeddings to get you started fast.
MCP integration: Connect your LLM directly to MongoDB via the MongoDB MCP Server for seamless agent-to-database interaction.
🛠️ Elastic: Elastic is the Search AI Company, helping organizations transform data into answers and outcomes using AI-powered search. Elastic Agent Builder gives your Gemini agents the tools to work with complex enterprise data. Learn more.
Agentic retrieval via MCP: Connect Google Cloud Agent Builder to Elastic's built-in MCP server for hybrid semantic, keyword, and vector search over any structured or unstructured data.
Custom tools & workflows: Define callable tools backed by ES|QL queries, and build workflows that call APIs, write to systems of record, and orchestrate subagents.
🛠️ Dynatrace: Dynatrace helps developers and AI engineers understand how their applications behave from code to production. It connects what you write to how services, data pipelines, and agents actually run — so you can trace issues, debug faster, and validate model behavior at every stage. Learn more.
Agent & model observability: Instrument your agent with OpenTelemetry to ship traces, metrics, and logs to Dynatrace. Track token spend, tool calls, latency, and errors across Vertex AI, Gemini, and coding agents.
Telemetry pipeline: Use Bindplane (Google Edition) — a free OTel-native pipeline — to collect, process, and route telemetry at scale for Google Cloud workloads.
The Details:
💰 Prizes: $60k in cash
🗓️ Deadline: June 11, 2026
You provide the logic; Gemini provides the brain; our partners provide the superpowers. We can't wait to see what you build!
Join Hackathon
Good luck
