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Outdoorithm

Find, plan, and book campgrounds across US public lands with real-time availability and gear recommendations.

Searches 30+ campground reservation systems (Recreation.gov, ReserveCalifornia, state parks). Checks real-time availability, weather forecasts, safety ratings, drive times, and generates personalized packing lists. Provides gear recommendations and one-tap booking handoffs to operator sites.

Try asking Muse: "Find dog-friendly campgrounds near Yosemite with electric hookups available next weekend and show me what gear I should bring."

Working now?
Working
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
No account needed
Price
Not stated

Source: Found in the official MCP Registry (io.github.outdoorithm/outdoorithm) · First listed September 25, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 23 min ago.

Is it safe to connect?

What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.

Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.

musedirectory.ai is not part of Meta. More about how Muse handles your information

How to add it to Muse

Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Open Muse
https://mcp.outdoorithm.com/mcp

Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.

Technical details: safety screening, tools, response time and recent checks

Response time at the last check: 497ms. Worked in 100% of checks over 30 days.

Screening · September 25, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 353ms
Domain against threat feeds (Cloudflare security DNS)
Pass
mcp.outdoorithm.com, outdoorithm.com not flagged
Published packages against the OSV malicious-package database
n/a
No npm or PyPI package published
Hidden instructions or invisible characters in tool text
Pass
13 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
No redirects off the domain
AI review of purpose and tool behavior
Pass
No concerns

Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.

Tools · 13

build_packing_listGenerate 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_timesCalculate 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_availabilityCheck 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_safetyCheck 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
compare_gearCompare 2-3 gear items side-by-side with specs, pros/cons, verdicts, and comparison summary. Supports lookup by unique_id with slug fallback.
get_weatherGet 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) - Ge
find_similar_campgroundsFind 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_detailsGet 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 su
get_gear_for_campgroundGet 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
prepare_reservationPrepare 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 prohi
search_campgroundsSearch 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_gearSearch the Outdoorithm gear catalog by keyword, category, price range, kit, necessity, or recommendation tier. Returns matching products with prices, verdicts, and purchase links.
health_checkCheck server health and connectivity. Returns: Dictionary with health status including: - status: "healthy" or "unhealthy" - version: Server version - environment: Current environment (dev/staging/prod)

Recent checks

2026-09-28 08:46:01live · HTTP 200497ms
2026-09-28 06:30:52live · HTTP 200524ms
2026-09-28 04:01:05live · HTTP 200570ms
2026-09-28 01:45:56live · HTTP 200661ms
2026-09-27 23:30:47live · HTTP 2001365ms
2026-09-27 21:01:04live · HTTP 2001376ms
2026-09-27 18:45:50live · HTTP 2003001ms
2026-09-27 16:16:45live · HTTP 2002138ms
2026-09-27 14:16:35live · HTTP 2001218ms
2026-09-27 12:01:14live · HTTP 2004351ms
2026-09-27 09:46:01live · HTTP 2001517ms
2026-09-27 07:16:31live · HTTP 200372ms

Link

https://mcp.outdoorithm.com/mcp

Questions about Outdoorithm in Muse

How do I connect Outdoorithm to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Outdoorithm to help me. It is a free service with an MCP server at https://mcp.outdoorithm.com/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Is Outdoorithm working right now?

At the last check (September 28, 2026, 08:46 UTC) the endpoint was working, answering in 497ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is Outdoorithm safe to connect to Muse?

It was screened on September 25, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.

What can Outdoorithm do in Muse?

It exposes 13 tools, including build_packing_list, calculate_drive_times, check_availability, check_safety. For example, you could ask Muse: "Find dog-friendly campgrounds near Yosemite with electric hookups available next weekend and show me what gear I should bring."

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