io.github.outdoorithm/outdoorithm
REMOTE · MCP.OUTDOORITHM.COM · SCANNED SEP 20
Campground discovery, availability, planning, and booking handoffs across US public lands.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security60
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 1 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability67
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 2967 tokens (~228/item across 13 items; 13 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 13 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the io.github.outdoorithm/outdoorithm MCP server?
io.github.outdoorithm/outdoorithm is a hosted endpoint at https://mcp.outdoorithm.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp.outdoorithm.com
claude mcp add --transport http outdoorithm-outdoorithm 'https://mcp.outdoorithm.com/mcp'
{
"mcpServers": {
"outdoorithm-outdoorithm": {
"url": "https://mcp.outdoorithm.com/mcp"
}
}
} {
"servers": {
"outdoorithm-outdoorithm": {
"type": "http",
"url": "https://mcp.outdoorithm.com/mcp"
}
}
} [mcp_servers.outdoorithm-outdoorithm] url = "https://mcp.outdoorithm.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"outdoorithm-outdoorithm": {
"type": "remote",
"url": "https://mcp.outdoorithm.com/mcp",
"enabled": true
}
}
} openclaw mcp add outdoorithm-outdoorithm --url 'https://mcp.outdoorithm.com/mcp' --transport streamable-http
mcp_servers:
outdoorithm-outdoorithm:
url: "https://mcp.outdoorithm.com/mcp" {
"McpServers": {
"outdoorithm-outdoorithm": {
"Transport": "http",
"Url": "https://mcp.outdoorithm.com/mcp"
}
}
} assistant mcp add outdoorithm-outdoorithm -t streamable-http -u 'https://mcp.outdoorithm.com/mcp'
{
"mcpServers": {
"outdoorithm-outdoorithm": {
"type": "http",
"url": "https://mcp.outdoorithm.com/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 1 Sept 26 +3
- Stability: fail → pass ▲ security
- 26 Aug 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 72 to 76.
- 23 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 66 to 69.
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 9 Aug 26 0
- Tool “get_weather” rewrote its description, which is the text the model reads security
- 7 Aug 26 0
- The server no longer declares the “experimental” capability functional
- 2 Aug 26 0
- Authorization: fail → unverified ▼ security
- Stability: 0.20 → fail ▼ security
- A breaking change shipped without a version bump: still 0.1.0 ▼ security
- Tool “create_alert” was removed ▼ security
- Tool “delete_alert” was removed ▼ security
- Tool “list_alerts” was removed ▼ security
- Tool “toggle_alert” was removed ▼ security
- The server rewrote its instructions, which are the text every model session reads security
- Tool “get_campground_details” rewrote its description, which is the text the model reads security
- Schema quality: 3607 → 2932 ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 20 Sept 2026 · Probed https://mcp.outdoorithm.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mcp.outdoorithm.com | CN=WR3,O=Google Trust Services,C=US | 6 Aug 2026 | 4 Nov 2026 | RSA 2048 | SHA256-RSA | 94b0e40aaa77c7f309cf27d697a10a0f |
| SANs: mcp.outdoorithm.com | ||||||
| CN=WR3,O=Google Trust Services,C=US (CA) | CN=GTS Root R1,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | RSA 2048 | SHA256-RSA | 7ff005a91568d63abc22861684aa4b5a |
| CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 19 Jun 2020 | 28 Jan 2028 | RSA 4096 | SHA256-RSA | 77bd0d6cdb36f91aea210fc4f058d30d |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of mcp.outdoorithm.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| outdoorithm.com. | present | 38050 | 8 | Verified |
| mcp.outdoorithm.com. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.outdoorithm.com/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.outdoorithm.com/mcp | HTTPS enforced | 302 | https://mcp.outdoorithm.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
build_packing_list Build Packing List ~176
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.
| Name | Type | Req | Description |
|---|---|---|---|
| activities | – | – | Planned activities (hiking, fishing, swimming, kayaking, biking, beach) |
| adults | integer | – | Number of adults (default 2) |
| campground_id | – | – | Optional CUID to personalize based on campground amenities |
| children | integer | – | Number of children (default 0) |
| has_pets | boolean | – | Whether bringing pets (default false) |
| nights | integer | – | Number of nights (default 2) |
| season | – | – | spring, summer, fall, or winter (optional) |
| trip_type | string | – | car_camping, backpacking, rv, or glamping (default car_camping) |
Structured output declared, but exposes no named fields.
No examples provided.
calculate_drive_times Calculate Drive Times ~100
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.
| Name | Type | Req | Description |
|---|---|---|---|
| destinations | array | yes | List of {campground_id: str, latitude: float, longitude: float} (max 9) |
| origin_latitude | number | yes | Latitude of starting location |
| origin_longitude | number | yes | Longitude of starting location |
Structured output declared, but exposes no named fields.
No examples provided.
check_availability Check Availability ~129
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_id | string | yes | Campground CUID (e.g., "ReserveCalifornia:uuid:725") |
| end_date | string | yes | Check-out date in YYYY-MM-DD format |
| min_nights | integer | – | Minimum consecutive nights required (1-7, default 1) |
| start_date | string | yes | Check-in date in YYYY-MM-DD format |
Structured output declared, but exposes no named fields.
No examples provided.
check_safety Check Safety ~82
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)
| Name | Type | Req | Description |
|---|---|---|---|
| campground_ids | array | yes | List of campground CUIDs to check |
Structured output declared, but exposes no named fields.
No examples provided.
compare_gear Compare Gear ~78
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.
| Name | Type | Req | Description |
|---|---|---|---|
| gear_ids | array | yes | List of 2-3 gear item identifiers (unique_id or slug) |
Structured output declared, but exposes no named fields.
No examples provided.
find_similar_campgrounds Find Similar Campgrounds ~155
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_id | string | yes | CUID of the target campground to find similar ones for |
| max_distance_km | – | – | Optional max distance in km (omit for nationwide search) |
| result_limit | integer | – | Number of results (1-50, default 20) |
| semantic_weight | number | – | Weight for text/review similarity (0-1, default 0.6) |
| structured_weight | number | – | Weight for attribute similarity (0-1, default 0.4) |
Structured output declared, but exposes no named fields.
No examples provided.
get_campground_details Get Campground Details ~190
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 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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_id | string | yes | Unique campground identifier (CUID format, e.g., "RecreationDotGov:232447:1074") |
Structured output declared, but exposes no named fields.
No examples provided.
get_gear_for_campground Get Gear for Campground ~99
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_id | string | yes | Campground CUID |
| slot_type | – | – | Optional filter — one of essential/activity/comfort/amenity_gap |
Structured output declared, but exposes no named fields.
No examples provided.
get_weather Get Weather ~190
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_name | – | – | Campground name for context (optional) |
| check_in_date | – | – | Planned check-in date ISO format (optional) |
| check_out_date | – | – | Planned check-out date ISO format (optional) |
| latitude | number | yes | Campground latitude |
| longitude | number | yes | Campground longitude |
Structured output declared, but exposes no named fields.
No examples provided.
health_check Health Check ~55
Check server health and connectivity. Returns: Dictionary with health status including: - status: "healthy" or "unhealthy" - version: Server version - environment: Current environment (dev/staging/prod)
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
prepare_reservation Prepare Reservation ~217
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.
| Name | Type | Req | Description |
|---|---|---|---|
| campground_id | string | yes | Outdoorithm CUID (e.g. ``RecreationDotGov:232447``). |
| end_date | string | yes | Check-out date (YYYY-MM-DD). |
| party_size | – | – | Optional group size. Surfaced in the user-facing summary; most operators don't accept this in URL params, so it isn't embedded in the deep link. |
| start_date | string | yes | Check-in date (YYYY-MM-DD). |
Structured output declared, but exposes no named fields.
No examples provided.
search_campgrounds Search Campgrounds ~739
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.
| Name | Type | Req | Description |
|---|---|---|---|
| allows_pets | boolean | – | Only show pet-friendly campgrounds |
| camping_type | – | – | Camping type (tent/rv/primitive/group/cabin/glamping) |
| latitude | – | – | Latitude coordinate |
| limit | integer | – | Maximum results (1-50, default 20) |
| longitude | – | – | Longitude coordinate |
| max_distance_miles | – | – | Maximum distance from location in miles |
| max_price_per_night | – | – | Maximum price filter |
| min_avg_sentiment | – | – | Minimum average sentiment (0-5) |
| min_cell_coverage_score | – | – | Minimum cell coverage score (1-5) |
| min_greenbook_vibe_score | – | – | Minimum community vibe score (0-100) |
| min_price_per_night | – | – | Minimum price filter |
| min_review_count | – | – | Minimum number of reviews |
| min_seasonal_score | – | – | Minimum seasonal score (1-5) |
| near_location | – | – | City, address, or landmark (e.g., "Oakland, CA", "Yosemite") |
| no_discrimination_reports | boolean | – | Exclude campgrounds with discrimination reports |
| only_improving_sentiment | boolean | – | Only show campgrounds with improving reviews |
| preferred_carrier | – | – | Preferred carrier (verizon/att/tmobile) |
| preferred_season | – | – | Preferred season (summer/fall/winter/spring) |
| prefers_adventure | boolean | – | Prefer adventure-oriented campgrounds |
| prefers_beach | boolean | – | Prefer beach settings |
| prefers_boating | boolean | – | Prefer boating access |
| prefers_desert | boolean | – | Prefer desert settings |
| prefers_family_friendly | boolean | – | Prefer family-friendly campgrounds |
| prefers_fishing | boolean | – | Prefer fishing access |
| prefers_forest | boolean | – | Prefer forested settings |
| prefers_hiking | boolean | – | Prefer hiking trails |
| prefers_kayaking | boolean | – | Prefer kayaking access |
| prefers_lakefront | boolean | – | Prefer lakefront locations |
| prefers_mountain | boolean | – | Prefer mountain settings |
| prefers_oceanfront | boolean | – | Prefer ocean/beach locations |
| prefers_privacy | boolean | – | Prefer private campsites |
| prefers_quiet | boolean | – | Prefer quiet campgrounds |
| prefers_relaxation | boolean | – | Prefer relaxation-focused campgrounds |
| prefers_riverfront | boolean | – | Prefer riverside locations |
| prefers_secluded | boolean | – | Prefer secluded/private campgrounds |
| prefers_stargazing | boolean | – | Prefer dark sky areas |
| prefers_swimming | boolean | – | Prefer swimming areas |
| require_greenbook_safe | boolean | – | Only show campgrounds with OK safety status |
| requires_accessibility | boolean | – | Require wheelchair/ADA accessible features |
| requires_cell_coverage | boolean | – | Require cell phone coverage |
| requires_dump_station | boolean | – | Require RV dump station |
| requires_electric_hookups | boolean | – | Require electric hookups |
| requires_flush_toilets | boolean | – | Require flush toilets |
| requires_potable_water | boolean | – | Require potable water |
| requires_showers | boolean | – | Require shower facilities |
| requires_water_hookups | boolean | – | Require water hookups |
| sentiment_trending | – | – | Filter by trend (improving/stable/declining) |
| states | – | – | US state codes to filter by (e.g., ["CA", "OR"]) |
Structured output declared, but exposes no named fields.
No examples provided.
search_gear Search Gear ~191
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.
| Name | Type | Req | Description |
|---|---|---|---|
| category_name | – | – | Filter by category (e.g., Shelter, Sleeping Gear, Furniture, Electronics) |
| kit_name | – | – | Filter by kit (e.g., Basics, Camp Kitchen, Hiking, Cold Weather) |
| limit | integer | – | Max results (1-20, default 10) |
| max_price | – | – | Maximum price in USD |
| min_price | – | – | Minimum price in USD |
| necessity | – | – | Filter by level — Essential, Helpful, or Optional |
| query | – | – | Text search across product name, manufacturer, keywords, and description |
| recommendation_tier | – | – | Filter by tier — Our Pick, Value Pick, or Comfort Pick |
Structured output declared, but exposes no named fields.
No examples provided.
What is the io.github.outdoorithm/outdoorithm MCP server?
io.github.outdoorithm/outdoorithm is an MCP server listed in the public MCP registry as io.github.outdoorithm/outdoorithm. Campground discovery, availability, planning, and booking handoffs across US public lands. This page covers its hosted endpoint (https://mcp.outdoorithm.com/mcp).
Is the io.github.outdoorithm/outdoorithm MCP server safe to use?
io.github.outdoorithm/outdoorithm scores 78 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.outdoorithm/outdoorithm MCP server expose?
io.github.outdoorithm/outdoorithm exposes 13 tools: build_packing_list, calculate_drive_times, check_availability, check_safety, compare_gear, and 8 more. Their descriptions and schemas cost roughly 2,401 tokens of context every time the server is loaded.
Does the io.github.outdoorithm/outdoorithm MCP server require authentication?
No. We connected to io.github.outdoorithm/outdoorithm without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the io.github.outdoorithm/outdoorithm MCP server still maintained?
io.github.outdoorithm/outdoorithm is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.