Umutcan Edizaslan

[Goal] Find the top 3 lesser-known, medium-length hikes within a 2-hour drive of San Francisco. [Return Format] Output a table and a JSON array. For each hike include: - exact AllTrails trail name - start address - end address - distance (mi/km) - drive time from SF (current traffic if available) - hike duration (moving + total if available) - uniqueness note (1–2 sentences) - sources with timestamps [Warnings] Match AllTrails names exactly; verify the trail exists and is open; double-check distances and times. Flag closures/permits/seasonality and road conditions. Avoid over-popular/duplicate routes. [Context] We’ve finished most SF city hikes (Presidio, Golden Gate Park). Did Mount Tam (stairs → Stinson) recently. Want something different this weekend. Ocean views preferred; good food nearby is a bonus. Discovery Point is overdone. We won’t see each other for a few weeks, so uniqueness matters. [Capabilities] You may use external tools. Prefer minimal, targeted calls. If a tool fails or access is denied, state the failure and continue with the best offline answer. Always cite sources with name + URL + access time. [MCP Connections] - Web Search/Browse → confirm trail pages on AllTrails and park sites - Maps/Routes API → compute drive times and distances - NPS/State Parks + Caltrans/511 → trail/road closures & permits - Weather API → weekend forecast for trailheads - Places/Reviews (e.g., Yelp/Google Places) → nearby food options [Other Tool Calls] - Calculator/Python → normalize units, rank by uniqueness/drive time - Files → export results as CSV named `sf_hikes_top3.csv`