LetsFG — Flights & Hotels
Search and book flights and hotels: hundreds of airlines, plus bookable hotel rates.
Campground search, live availability, weather, safety, and gear for 10,000+ US campgrounds.
Pick the AI app you use, then copy the settings.
Passed 3/3 checks · What you ask goes through the maker’s server (mcp.outdoorithm.com) · ✓ Commands checked Nov 13, 2026
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Outdoorithmhttps://mcp.outdoorithm.com/mcpClick Continue past the sign-in settings Claude detected · under Authentication choose what the maker says (Sign in now, Sign in when needed or No sign in), then click Add
+ConnectorsOutdoorithm
Use Outdoorithm and tell me what you can do for me, then show me one thing✓ If Claude says it is using Outdoorithm or shows a Outdoorithm tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT, depending on your plan
Full MCP: ChatGPT Business, Enterprise or Edu on the web · Pro: connects with read/fetch permissions, so tools that change data may not work · Plus: not confirmed in OpenAI’s docs; if you see an add-custom-MCP option on the Plugins page you can try these steps · web only
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Outdoorithmhttps://mcp.outdoorithm.com/mcpStart a new chat and pick Outdoorithm from your plugins before typing
Use Outdoorithm and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Outdoorithm or shows a Outdoorithm tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http --scope user outdoorithm https://mcp.outdoorithm.com/mcpYou should see Outdoorithm listed as connected
Use Outdoorithm and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Outdoorithm or shows a Outdoorithm tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Use Outdoorithm and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Outdoorithm or shows a Outdoorithm tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Use Outdoorithm and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Outdoorithm or shows a Outdoorithm tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://mcp.outdoorithm.com/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user outdoorithm https://mcp.outdoorithm.com/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"outdoorithm": {
"url": "https://mcp.outdoorithm.com/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"outdoorithm": {
"type": "http",
"url": "https://mcp.outdoorithm.com/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
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)
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026
The registry name was verified with the GitHub account outdoorithm, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 257 ms (HTTP 200)
No sign-in needed
Read 13 tool descriptions and found no hidden instructions to the AI
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.1) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).
In the same category: LetsFG — Flights & Hotels, Google Maps MCP Server, Mu
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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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No README found in the repo