Connect-MCP

io.github.outdoorithm/outdoorithm

io.github.outdoorithm/outdoorithm · v0.1.1

Campground search, live availability, weather, safety, and gear for 10,000+ US campgrounds.

MCPremoteno credentialsWeatherE-commerce

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 13 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 13 tools · 13 read, 0 write · Weather, AI & LLM, E-commerce

Test call health_check: worked (1,109 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.outdoorithm.com/mcp

Tools

13 tools listed at last check
  • build_packing_list Generate a context-aware packing checklist for a camping trip. Returns categorized items from the gear catalog, adjusted for campground amenities, activities, weather, and group size.
  • calculate_drive_times Calculate realistic drive times from an origin to multiple campgrounds using Mapbox routing with live traffic. Uses the Mapbox Matrix API for traffic-aware routing. Maximum 9 destinations per request.
  • check_availability Check real-time campground availability for specific dates. Queries the camply-service to check live campsite availability against reservation systems. Supports 30+ providers including RecreationDotGov, ReserveCalifornia, state parks, and county parks.
  • check_safety Check campgrounds for safety issues, community atmosphere, and active alerts. Checks: - Greenbook community safety (vibe scores, discrimination reports, flag status) - Active campground alerts (closures, restrictions) from enriched data - Red flag detection (prevents recommending unsafe campgrounds
  • compare_gear Compare 2-3 gear items side-by-side with specs, pros/cons, verdicts, and comparison summary. Supports lookup by unique_id with slug fallback.
  • get_weather Get camping-specific 7-day weather forecast with suitability ratings and gear recommendations. Uses Open-Meteo's commercial API to provide: - Daily high/low temps, conditions, precipitation, wind - Camping suitability rating per day (excellent/good/fair/poor/not_recommended) - Gear recommendations
  • find_similar_campgrounds Find campgrounds similar to a given campground using vector embedding similarity. Uses pre-computed embeddings combining review text (semantic) and structured attributes (amenities, terrain, activities) for nuanced similarity matching.
  • get_campground_details Get comprehensive details for a specific campground including amenities, reviews, safety, and seasonal ratings. Returns ~80 curated fields (not the raw 214-column dump) including: - Identity, location, fees, site info - All amenity and activity booleans + descriptions - Review summaries, best camps
  • get_gear_for_campground Get personalized gear recommendations for a specific campground. Returns pre-computed recommendations across slot types: essential (must-have), activity (activity-matched), comfort (nice-to-have), amenity_gap (compensates for missing amenities). Each includes product details and purchase links.
  • prepare_reservation Prepare a one-tap booking handoff for the user's chosen campground/dates. Returns a pre-filled deep link to the operator's reservation page plus the booking-window context (release date/time, operator rules, alert suggestion). Does NOT book on behalf: third-party booking is prohibited by Recreation
  • search_campgrounds Search for campgrounds with 40+ filters including location, amenities, activities, and community safety. Requires at least one location constraint: near_location, campground_name, latitude+longitude, or states.
  • search_gear Search the Outdoorithm gear catalog by keyword, category, price range, kit, necessity, or recommendation tier. Returns matching products with prices, verdicts, and purchase links.
  • health_check Check server health and connectivity. Returns: Dictionary with health status including: - status: "healthy" or "unhealthy" - version: Server version - environment: Current environment (dev/staging/prod)

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