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Search / io.github.outdoorithm/outdoorithm

outdoorithm

R0· no sign-in

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

v0.1.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality80good
Trust97of 100
Uptime, 30 days100%
Latency p50273 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "outdoorithm": {
      "type": "http",
      "url": "https://mcp.outdoorithm.com/mcp"
    }
  }
}
claude mcp add --transport http outdoorithm https://mcp.outdoorithm.com/mcp
[mcp_servers.outdoorithm]
url = "https://mcp.outdoorithm.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "outdoorithm": {
      "type": "remote",
      "url": "https://mcp.outdoorithm.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "outdoorithm": {
      "type": "http",
      "url": "https://mcp.outdoorithm.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=outdoorithm&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLm91dGRvb3JpdGhtLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "outdoorithm": {
      "type": "http",
      "url": "https://mcp.outdoorithm.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "outdoorithm": {
      "httpUrl": "https://mcp.outdoorithm.com/mcp"
    }
  }
}
extensions:
  "outdoorithm":
    enabled: true
    name: "outdoorithm"
    type: streamable_http
    uri: "https://mcp.outdoorithm.com/mcp"
    timeout: 300

Quality 80 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations13 of 13 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: build_packing_list (idempotentHint); prepare_reservation (idempotentHint); search_gear (idempotentHint); …
  • pass
    tools.token_costabout 4,344 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes13 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

13 tools, about 4,344 tokens to load them all · tool set 57b4e0b3cb1c · tools last changed 2026-09-27 · checked 2026-10-19 10:20 UTC

Tool changes

  • health_checkchangedannotations
  • search_gearchangeddescription, annotations
    before

    Search the Outdoorithm gear catalog by keyword, category, price range, kit, necessity, or recommendation tier. Returns matching products with prices, verdicts, and purchase links. For campground-specific recommendations, see get_gear_for_campground.

    after · 80% of words in common

    Search the Outdoorithm gear catalog by keyword, category, price range, kit, necessity, or recommendation tier. Returns matching products with prices, verdicts, and purchase links.

  • search_campgroundschangeddescription, input schema, annotations
    before

    Search for campgrounds with 40+ filters including location, amenities, activities, and community safety. Requires at least one location constraint: near_location, latitude+longitude, or states.

    after · 92% of words in common

    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.

  • prepare_reservationchangeddescription, annotations
    before

    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, ToS-compliant guidance, alert suggestion) the agent needs to advise the user. Does NOT book on behalf — third-party booking is prohibited by Recreation.gov, ReserveCalifornia, ReserveAmerica, and every other supported public-land operator. Pair with ``check_availability`` first to confirm the dates are reservable and to surface site-specific ``booking_url`` values when available.

    after · 69% of words in common

    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.gov, ReserveCalifornia, ReserveAmerica, and every other supported public-land operator.

  • get_gear_for_campgroundchangedannotations
  • get_campground_detailschangedannotations
  • find_similar_campgroundschangedannotations
  • get_weatherchangeddescription, annotations
    before

    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 based on conditions - Safety warnings for extreme weather - Best camping days in the forecast period Open-Meteo licenses this data under CC BY 4.0: the response carries an `attribution` field, and that credit must be shown wherever you present the forecast.

    after · 75% of words in common

    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 based on conditions - Safety warnings for extreme weather - Best camping days in the forecast period Forecast data is from Open-Meteo, licensed under CC BY 4.0. Every successful forecast includes an `attribution` field carrying the required credit.

  • compare_gearchangeddescription, annotations
    before

    Compare 2-3 gear items side-by-side with specs, pros/cons, verdicts, and comparison summary. Supports lookup by unique_id with slug fallback. Use search_gear first if the user hasn't named specific products.

    after · 66% of words in common

    Compare 2-3 gear items side-by-side with specs, pros/cons, verdicts, and comparison summary. Supports lookup by unique_id with slug fallback.

  • check_safetychangedannotations

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-22d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.outdoorithm.com/mcp streamable-httpnoneyes100%273 ms2025-11-252026-10-19

Tools (13)

build_packing_listread-onlyGenerate 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_timesread-onlyCalculate 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_availabilityread-onlyCheck 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_safetyread-onlyCheck 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_gearread-onlyCompare 2-3 gear items side-by-side with specs, pros/cons, verdicts, and comparison summary. Supports lookup by unique_id with slug fallback.
find_similar_campgroundsread-onlyFind 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_detailsread-onlyGet 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 campsites, common complaints, tips - Greenbook community safety (vibe score, flag status) - Seasonal LLM ratings (spring/summer/fall/winter) - Sentiment trend direction - Hero image with credits Data coverage: a missing or empty field means the attribute isn't in our records, not that the feature is absent at the campground. Coverage varies by provider; the campground operator is the authoritative source.
get_gear_for_campgroundread-onlyGet 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.
get_weatherread-onlyGet 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 based on conditions - Safety warnings for extreme weather - Best camping days in the forecast period Forecast data is from Open-Meteo, licensed under CC BY 4.0. Every successful forecast includes an `attribution` field carrying the required credit.
health_checkread-onlyCheck server health and connectivity. Returns: Dictionary with health status including: - status: "healthy" or "unhealthy" - version: Server version - environment: Current environment (dev/staging/prod)
prepare_reservationread-onlyPrepare 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.gov, ReserveCalifornia, ReserveAmerica, and every other supported public-land operator.
search_campgroundsread-onlySearch 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_gearread-onlySearch the Outdoorithm gear catalog by keyword, category, price range, kit, necessity, or recommendation tier. Returns matching products with prices, verdicts, and purchase links.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.outdoorithm/outdoorithm",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "categories": [
        "travel",
        "outdoors",
        "camping",
        "trip-planning",
        "gear"
      ],
      "tool_count": 13,
      "llms_txt_url": "https://outdoorithm.com/llms.txt",
      "discovery_url": "https://outdoorithm.com/.well-known/mcp.json",
      "server_card_url": "https://outdoorithm.com/.well-known/mcp/server-card.json",
      "documentation_url": "https://outdoorithm.com/docs/mcp"
    }
  },
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.outdoorithm.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.1",
  "repository": {
    "url": "https://github.com/outdoorithm/website",
    "source": "github",
    "subfolder": "outdoorithm-mcp"
  },
  "websiteUrl": "https://outdoorithm.com",
  "description": "Campground search, live availability, weather, safety, and gear for 10,000+ US campgrounds."
}