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GeoAI 2026 — MCP workshop

Colab notebooks for building MCP servers. Start with Exercise 0 (API keys + Colab port map), then Exercise 1.

Open in Colab

Exercise Notebook / app
0 — Setup (API keys) Open In Colab
1 — OpenRouteService routing MCP Open In Colab
2 — Pydantic AI agentic chat Open In Colab · README — Next.js + upstream agent (localtunnel on :3000)
3 — Routing map chat Open In Colab · README — ORS routing MCP + MapLibre + CopilotKit
5 — Geocoding + routing map Open In Colab · README — combined ORS MCP (:8004) + place-name routing (Colab: http loca.lt)
4 — OSRM + MapLibre Directions (planned) Problem guide · Solution outline

Run Exercise 0 first, then Exercise 1. Exercises 2–3 and 5 run locally or in Colab; complete Exercise 1 before 3 or 5. Exercise 4 is a self-paced build guide (no Colab badge yet).

API keys (Colab Secrets)

Secret Sign up
OPENROUTESERVICE_API_KEY openrouteservice.org
GOOGLE_API_KEY or GEMINI_API_KEY Google AI Studio
OPENAI_API_KEY OpenAI (Exercises 2, 3, 5)

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