Mcp Server — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Mcp Server (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Kultur.dev is the world's first multimodal cultural intelligence infrastructure for AI agents. This MCP server provides 9 specialized tools plus image, video, and real-time WebSocket streaming analysis endpoints for cultural risk assessment, sensitivity checking, localization guidance, Hofstede cultural dimensions, geopolitical risk scoring, and branded PDF report generation, covering 200+ markets and 50+ languages.
Unlike text-only solutions, Kultur.dev analyzes images for visual taboos (colors, symbols, gestures) and video content for cultural compliance across regions. It supports real-time WebSocket streaming for live video analysis (ideal for podcasters and live broadcasters) and generates boardroom-ready PDF cultural audit reports.
Transport: SSE (Server-Sent Events)
Endpoint: https://kultur.dev/api/mcp-sse/sse
Authentication: Bearer token via Authorization header
| Variable | Required | Description |
|---|---|---|
KULTUR_API_KEY | Yes | Your Kultur.dev API key. Get one free at kultur.dev |
Performs deep cultural analysis for a target country, including values, taboos, business etiquette, and communication norms.
| Parameter | Type | Required | Description |
|---|---|---|---|
text | string | yes | The text or scenario to analyze |
target_country | string | yes | ISO 3166-1 alpha-2 country code (e.g., "JP", "DE", "BR") |
source_country | string | no | Source country for cross-cultural comparison |
Scans text for potential cultural sensitivity issues, returning severity scores and suggested fixes.
| Parameter | Type | Required | Description |
|---|---|---|---|
text | string | yes | The text to check for sensitivity issues |
target_countries | array of strings | yes | ISO country codes to check against |
Provides localization recommendations for adapting content to a target market across 15 tones: formal, humble, celebratory, respectful, casual, neutral, professional, friendly, humorous, marketing, legal, medical, technical, academic, and diplomatic.
| Parameter | Type | Required | Description |
|---|---|---|---|
text | string | yes | The text to localize |
target_country | string | yes | ISO country code |
tone | string | no | One of: formal, humble, celebratory, respectful, casual, neutral, professional, friendly, humorous, marketing, legal, medical, technical, academic, diplomatic |
Side-by-side cultural comparison between two countries covering communication styles, business practices, social norms, and values.
| Parameter | Type | Required | Description |
|---|---|---|---|
country_a | string | yes | First ISO country code |
country_b | string | yes | Second ISO country code |
Returns communication preferences, negotiation styles, meeting etiquette, and business protocol for a specific culture.
| Parameter | Type | Required | Description |
|---|---|---|---|
target_country | string | yes | ISO country code |
Returns cultural and religious holidays, observances, and scheduling considerations for a specific country and year.
| Parameter | Type | Required | Description |
|---|---|---|---|
target_country | string | yes | ISO country code |
year | integer | no | Year to check (default: current year) |
Analyzes Hofstede's 6 cultural dimensions for a country, providing scores and business implications.
| Parameter | Type | Required | Description |
|---|---|---|---|
target_country | string | yes | ISO country code |
Compares Hofstede dimension scores between two countries with analysis of cultural distance.
| Parameter | Type | Required | Description |
|---|---|---|---|
country_a | string | yes | First ISO country code |
country_b | string | yes | Second ISO country code |
Returns geopolitical risk analysis with adaptive EWA scoring across 12 risk categories for a target region.
| Parameter | Type | Required | Description |
|---|---|---|---|
region | string | yes | Target region or country code |
Analyze video frames in real-time via WebSocket connection. Ideal for live video feeds, podcast moderation, or real-time broadcast analysis.
| Endpoint | Method | Credits |
|---|---|---|
WSS /api/v1/streaming/analyze | WebSocket | 5 credits/call |
| Endpoint | Method | Credits |
|---|---|---|
/api/v1/analyze/image | POST | 5 credits/call |
/api/v1/analyze/video | POST | 20 credits/call |
Generate branded, boardroom-ready PDF cultural audit reports.
| Endpoint | Method | Credits |
|---|---|---|
/api/v1/reports/generate | POST | 1 credit/call |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.