Request to Add Kultur.dev MCP Server
Category: Translation Services
Proposed entry:
- [kultur-dev/mcp-server](https://github.com/kultur-dev/mcp-server) 🐍 ☁️ - Multimodal cultural intelligence for AI agents. Analyze text, images, and video for cultural risks across 200+ markets. 9 MCP tools, image/video analysis, PDF report generation, 15 localization tones, Hofstede dimensions, geopolitical risk scoring.
Details
What it does
Kultur.dev provides multimodal cultural intelligence infrastructure for AI agents via the Model Context Protocol. It covers 200+ markets and supports text, image, and video analysis for cultural sensitivity, visual taboos, and regional compliance.
The server includes 9 MCP tools for cultural context analysis, content sensitivity checking, localization guidance with 15 tones (formal, humble, celebratory, diplomatic, marketing, medical, legal, and more), side-by-side cultural comparison, communication style preferences, holiday calendars, Hofstede 6-dimension analysis, and geopolitical risk scoring across 12 risk categories.
On top of the MCP tools, there are REST API endpoints for analyzing images (visual taboos, symbols, colors, gestures), analyzing video for cultural compliance, and generating branded PDF cultural audit reports.
9 MCP Tools
| Tool |
Description |
analyze_cultural_context |
Deep cultural analysis for any country |
check_cultural_sensitivity |
Scan text for sensitivity issues with severity scoring |
get_localization_guidance |
Localization across 15 tones |
compare_cultures |
Side-by-side cultural comparison |
get_communication_style |
Communication preferences per culture |
get_holiday_calendar |
Cultural holidays and observances |
analyze_hofstede |
Hofstede 6 dimensions analysis |
compare_hofstede |
Compare Hofstede scores between countries |
get_geopolitical_heatmap |
Geopolitical risk scoring |
Multimodal Endpoints (REST API)
| Endpoint |
Description |
POST /api/v1/analyze/image |
Analyze images for visual taboos, symbols, colors, gestures |
POST /api/v1/analyze/video |
Analyze video for cultural compliance |
POST /api/v1/reports/generate |
Generate branded PDF cultural audit reports |
Already listed on
Official MCP Registry | Smithery.ai | Glama.ai | mcpservers.org | MCP.so | npm | PyPI
Thanks for considering this addition!
Request to Add Kultur.dev MCP Server
Category: Translation Services
Proposed entry:
Details
@kultur-dev/mcp-serverkultur-mcpWhat it does
Kultur.dev provides multimodal cultural intelligence infrastructure for AI agents via the Model Context Protocol. It covers 200+ markets and supports text, image, and video analysis for cultural sensitivity, visual taboos, and regional compliance.
The server includes 9 MCP tools for cultural context analysis, content sensitivity checking, localization guidance with 15 tones (formal, humble, celebratory, diplomatic, marketing, medical, legal, and more), side-by-side cultural comparison, communication style preferences, holiday calendars, Hofstede 6-dimension analysis, and geopolitical risk scoring across 12 risk categories.
On top of the MCP tools, there are REST API endpoints for analyzing images (visual taboos, symbols, colors, gestures), analyzing video for cultural compliance, and generating branded PDF cultural audit reports.
9 MCP Tools
analyze_cultural_contextcheck_cultural_sensitivityget_localization_guidancecompare_culturesget_communication_styleget_holiday_calendaranalyze_hofstedecompare_hofstedeget_geopolitical_heatmapMultimodal Endpoints (REST API)
POST /api/v1/analyze/imagePOST /api/v1/analyze/videoPOST /api/v1/reports/generateAlready listed on
Official MCP Registry | Smithery.ai | Glama.ai | mcpservers.org | MCP.so | npm | PyPI
Thanks for considering this addition!