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SKILL verified MIT Self-run

Tripadvisor

skill-borski-travel-hacking-toolkit-tripadvisor · by borski

TripAdvisor Content API for hotel ratings, restaurant search, attraction reviews, rankings, and nearby locations. Use when evaluating hotels or researching destinations. 5K calls/month.

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Install

$ agentstack add skill-borski-travel-hacking-toolkit-tripadvisor

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Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access Used
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets Used
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

TripAdvisor Content API

Search and retrieve hotel, restaurant, and attraction data from TripAdvisor. Ratings, rankings, reviews, photos, amenities, subratings, trip types, awards.

Base URL: https://api.content.tripadvisor.com/api/v1

Rate limit: 50 calls per second.

Monthly quota: 5,000 API calls per month. Each curl request = 1 call. A full hotel lookup (search + details + reviews + photos) = 4 calls. Budget accordingly. Prefer search + details (2 calls) and only fetch reviews/photos when specifically needed.

API limits: Up to 10 results per search. Up to 5 reviews and 5 photos per location.

Authentication

> First-time setup gotcha: TripAdvisor requires whitelisting your outbound IP at https://www.tripadvisor.com/developers before the key works. Without this, every call returns User is not authorized to access this resource with an explicit deny. This is the #1 first-time failure mode. Whitelist before troubleshooting auth or quotas. > > - How to find your current IP: curl ifconfig.me > - Propagation: changes take 1-5 minutes (AWS edge cache). > - Multi-IP: residential CGNAT, VPN exits, and different networks each need their own entry. > - No Referer alternative: the free tier requires IP whitelisting; HTTP Referer restriction is not available. > - Verify which key is which: the developer portal shows the last 4 chars only (e.g. "Ends in 11D7"), so you can confirm without exposing the secret.

Set TRIPADVISOR_API_KEY in your .env file:

# In .env (gitignored)
TRIPADVISOR_API_KEY=your_key_here

Then source it before calling:

export $(grep TRIPADVISOR_API_KEY .env | xargs)

Error signatures

| Response | Meaning | Fix | |---|---|---| | User is not authorized to access this resource with an explicit deny | IP not on allowlist | Whitelist current IP at the developer portal, wait 1-5 min | | Forbidden / 403 with no body | Bad or expired key | Regenerate key | | 429 Too Many Requests | Hit monthly quota (5,000 calls) | Wait until next month or upgrade tier |

Endpoints

1. Location Search

Find locations by name. Returns up to 10 results.

curl -s "https://api.content.tripadvisor.com/api/v1/location/search?key=$TRIPADVISOR_API_KEY&searchQuery=NOFO+Hotel+Stockholm&category=hotels&language=en"

Parameters:

| Param | Required | Description | |-------|----------|-------------| | searchQuery | Yes | Text search query (name of hotel, restaurant, city) | | category | No | Filter: hotels, restaurants, attractions, geos | | phone | No | Phone number filter (any format, no leading +) | | address | No | Address filter | | latLong | No | Lat/long pair, e.g. 59.3127,18.0716 | | radius | No | Radius from latLong (number) | | radiusUnit | No | km, mi, or m | | language | No | Default en. Supports 40+ languages. |

Response shape:

{
  "data": [
    {
      "location_id": "237656",
      "name": "Nofo Hotel",
      "address_obj": {
        "street1": "Tjarhovsgatan 11",
        "city": "Stockholm",
        "country": "Sweden",
        "postalcode": "116 21",
        "address_string": "Tjarhovsgatan 11, Stockholm 116 21 Sweden"
      }
    }
  ]
}

2. Location Details

Get comprehensive info for a location by ID. This is the richest endpoint.

curl -s "https://api.content.tripadvisor.com/api/v1/location/{locationId}/details?key=$TRIPADVISOR_API_KEY&language=en&currency=USD"

Parameters:

| Param | Required | Description | |-------|----------|-------------| | locationId | Yes (path) | TripAdvisor location ID from search | | language | No | Default en | | currency | No | ISO 4217 code, default USD |

Response includes:

  • name, web_url, address_obj, latitude, longitude, timezone, phone
  • rating (string, e.g. "4.6"), num_reviews (string, e.g. "845")
  • review_rating_count: breakdown by star ({"1": "7", "2": "10", ...})
  • ranking_data: ranking (#10), ranking_out_of (168), ranking_string ("#10 of 168 hotels in Stockholm")
  • subratings: Location, Sleep Quality, Rooms, Service, Value, Cleanliness (each 0.0 to 5.0)
  • price_level: "$", "$$", "$$$", "$$$$"
  • amenities: array of strings
  • styles: array (e.g. "Family", "Centrally Located")
  • neighborhood_info: array with location_id and name
  • trip_types: business, couples, solo, family, friends with count values
  • awards: Travelers Choice, Best of Best, etc. with year and images
  • parent_brand, brand: chain affiliation
  • category, subcategory: hotel/restaurant/attraction
  • photo_count, see_all_photos URL
  • write_review URL

3. Location Reviews

Get up to 5 most recent reviews.

curl -s "https://api.content.tripadvisor.com/api/v1/location/{locationId}/reviews?key=$TRIPADVISOR_API_KEY&language=en"

Parameters:

| Param | Required | Description | |-------|----------|-------------| | locationId | Yes (path) | TripAdvisor location ID | | language | No | Default en | | limit | No | Number of results (max 5 on free tier) | | offset | No | Index of first result |

Response shape:

{
  "data": [
    {
      "id": 123456,
      "lang": "en",
      "location_id": "237656",
      "published_date": "2026-03-15T00:00:00-04:00",
      "rating": 5,
      "text": "Review text...",
      "title": "Review title",
      "trip_type": "Couples",
      "travel_date": "2026-03",
      "user": { "username": "traveler123" },
      "subratings": {}
    }
  ]
}

Note: Reviews may return empty data: [] for locations with few English reviews. Try different language values for international hotels.

4. Location Photos

Get up to 5 recent photos with multiple size options.

curl -s "https://api.content.tripadvisor.com/api/v1/location/{locationId}/photos?key=$TRIPADVISOR_API_KEY&language=en"

Parameters:

| Param | Required | Description | |-------|----------|-------------| | locationId | Yes (path) | TripAdvisor location ID | | language | No | Default en | | limit | No | Number of results (max 5 on free tier) | | offset | No | Index of first result | | source | No | Comma-separated: Expert, Management, Traveler |

Photo sizes in response:

  • thumbnail: 50x50 cropped
  • small: 150x150 cropped
  • medium: max 250px dimension
  • large: max 550px dimension
  • original: full resolution

5. Nearby Location Search

Find locations near coordinates. Returns up to 10.

curl -s "https://api.content.tripadvisor.com/api/v1/location/nearby_search?key=$TRIPADVISOR_API_KEY&latLong=59.3127,18.0716&category=hotels&language=en"

Parameters:

| Param | Required | Description | |-------|----------|-------------| | latLong | Yes | Lat/long pair, e.g. 59.3127,18.0716 | | category | No | hotels, restaurants, attractions, geos | | phone | No | Phone number filter | | address | No | Address filter | | radius | No | Radius from latLong | | radiusUnit | No | km, mi, m | | language | No | Default en |

Response includes distance (km) and bearing (e.g. "northwest") for each result.

Common Workflows

Hotel Research (most common)

# 1. Search for hotel
curl -s "https://api.content.tripadvisor.com/api/v1/location/search?key=$TRIPADVISOR_API_KEY&searchQuery=Amerikalinjen+Oslo&category=hotels" | python3 -m json.tool

# 2. Get details with location_id from step 1
curl -s "https://api.content.tripadvisor.com/api/v1/location/1234567/details?key=$TRIPADVISOR_API_KEY&currency=USD" | python3 -m json.tool

# 3. Get reviews (optional, costs 1 call)
curl -s "https://api.content.tripadvisor.com/api/v1/location/1234567/reviews?key=$TRIPADVISOR_API_KEY" | python3 -m json.tool

# 4. Get photos (optional, costs 1 call)
curl -s "https://api.content.tripadvisor.com/api/v1/location/1234567/photos?key=$TRIPADVISOR_API_KEY" | python3 -m json.tool

Compare Multiple Hotels in a City

# Search all hotels in city
curl -s "https://api.content.tripadvisor.com/api/v1/location/search?key=$TRIPADVISOR_API_KEY&searchQuery=hotels+Copenhagen&category=hotels"

# Then get details for each location_id returned
# Compare: rating, num_reviews, ranking_data.ranking, subratings, price_level, amenities

Find Restaurants Near Hotel

# Use hotel's lat/long from details response
curl -s "https://api.content.tripadvisor.com/api/v1/location/nearby_search?key=$TRIPADVISOR_API_KEY&latLong=59.31555,18.078924&category=restaurants"

Destination Research

# Search for attractions
curl -s "https://api.content.tripadvisor.com/api/v1/location/search?key=$TRIPADVISOR_API_KEY&searchQuery=things+to+do+Stockholm&category=attractions"

# Nearby attractions from a point
curl -s "https://api.content.tripadvisor.com/api/v1/location/nearby_search?key=$TRIPADVISOR_API_KEY&latLong=59.3293,18.0686&category=attractions"

When to Use

  • Evaluating hotels (ratings, rankings, subratings, review sentiment)
  • Comparing restaurants near a hotel or in a neighborhood
  • Finding attractions and things to do near a destination
  • Getting TripAdvisor ranking data ("#1 of 168 hotels in Stockholm")
  • Checking amenities, trip type breakdown, award status
  • Verifying hotel chain affiliation and neighborhood info

When NOT to Use

  • Pricing or availability. TripAdvisor Content API has no pricing data. Use serpapi, liteapi, chase-travel, amex-travel, or rapidapi for prices.
  • Booking. This is read-only data. No booking capability.
  • Bulk scraping. 5,000 calls/month. Be deliberate.

Key Data Points for Hotel Comparison

When comparing hotels, extract and present:

| Field | Path | Example | |-------|------|---------| | Rating | rating | "4.6" | | Review count | num_reviews | "845" | | Ranking | ranking_data.ranking_string | "#10 of 168 hotels in Stockholm" | | Location subrating | subratings.0.value | "4.7" | | Service subrating | subratings.3.value | "4.7" | | Cleanliness subrating | subratings.5.value | "4.8" | | Price level | price_level | "$$$$" | | Trip type leader | highest trip_types[].value | "Couples: 381" | | Awards | awards[].display_name | "Travelers Choice 2025" | | Breakfast | amenities contains "Breakfast included" | Yes/No | | Chain | parent_brand | "Worldhotels" |

Supported Languages

ar, zh, zh_TW, da, nl, en, en_AU, en_CA, en_HK, en_IN, en_IE, en_MY, en_NZ, en_PH, en_SG, en_ZA, en_UK, fr, fr_BE, fr_CA, fr_CH, de, de_AT, el, iw, it, it_CH, ja, ko, no, pt, pt_PT, ru, es, es_AR, es_CO, es_MX, es_PE, es_VE, es_CL, sv, th, tr, vi

Use da for Danish, no for Norwegian, sv for Swedish when searching Scandinavian hotels for local-language reviews.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.