Atlas / Skills / borski / Tripadvisor

TripadvisorCAUTION

skills/borski/tripadvisor

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
693
01

Overview

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

Read from source at commit fda58ab480fdOBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: tripadvisor
description: TripAdvisor Content API for hotel ratings, restaurant search, attraction reviews, rankings, and nearby locations. Use when evaluating hotels or researching destinations. 5K calls/month.
category: destinations
summary: Hotel ratings, restaurant search, attraction reviews, nearby search. 5K calls/month.
api_key: TripAdvisor
license: MIT
compatibility: opencode
metadata:
  type: integration
  platform: any
---

# 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:

```bash
# In .env (gitignored)
TRIPADVISOR_API_KEY=your_key_here
```

Then source it before calling:

```bash
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.

```bash
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:**

```json
{
  "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.

```bash
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.

```bash
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:**

```json
{
  "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": {}
    }
  
03

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (5)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
.agents/skills
.agents/skills
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills
.claude/skills
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.opencode/skills
.opencode/skills
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
skills
skills
Why it matters. link not followed
LOWInventory / provenance · inv.symlink · CWE-1104
AGENTS.md
AGENTS.md
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha fda58ab480fdfull audit observations/trust-audit/skill/borski__tripadvisor.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-14fda58ab480fdCAUTIONB89first audit
05

Questions

What does the Tripadvisor skill do?

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

Is Tripadvisor safe to install?

With care. The audit graded it B (89/100) and found 5 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Tripadvisor access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (fda58ab480fd), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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