Kultur.dev MCP Server
Cultural Intelligence Infrastructure for AI Agents The world's first MCP server for cultural analysis, sensitivity checking, localization guidance, Hofstede dimensions, and geopolitical risk.
Website • API Docs • Quick Start • Tools • Pricing
Overview
Kultur.dev provides cultural intelligence as an API — enabling AI agents, LLMs, and enterprise software to understand cultural context, avoid sensitivity violations, and communicate effectively across 195+ countries and 50+ languages.
The MCP (Model Context Protocol) server exposes 9 specialized tools that any MCP-compatible client can use:
| Tool | Description |
|---|---|
analyze_cultural_context |
Deep cultural analysis for any country — values, taboos, business etiquette, communication norms |
check_cultural_sensitivity |
Scan text for cultural sensitivity issues with severity scoring and fix suggestions |
get_localization_guidance |
Get localization recommendations across 15 tones (formal, humble, celebratory, respectful, casual, neutral, professional, friendly, humorous, marketing, legal, medical, technical, academic, diplomatic) |
compare_cultures |
Side-by-side cultural comparison between any two countries |
get_communication_style |
Communication preferences, negotiation styles, and business protocol for any culture |
get_holiday_calendar |
Cultural and religious holidays, observances, and scheduling considerations |
analyze_hofstede |
Hofstede's 6 cultural dimensions analysis with scores and business implications |
compare_hofstede |
Compare Hofstede dimension scores between two countries |
get_geopolitical_heatmap |
Geopolitical risk analysis with adaptive EWA scoring across 12 risk categories |
Quick Start
Option 1: SSE Transport (Recommended)
Connect any MCP client to the Kultur.dev SSE endpoint:
https://kultur.dev/api/mcp-sse/sse
Authentication via Bearer token in the Authorization header.
Option 2: Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"kultur-dev": {
"url": "https://kultur.dev/api/mcp-sse/sse",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
Option 3: Cursor IDE
Add to your Cursor MCP settings (.cursor/mcp.json):
{
"mcpServers": {
"kultur-dev": {
"url": "https://kultur.dev/api/mcp-sse/sse",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
Option 4: Windsurf IDE
Add to your Windsurf MCP configuration:
{
"mcpServers": {
"kultur-dev": {
"serverUrl": "https://kultur.dev/api/mcp-sse/sse",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
Option 5: VS Code / GitHub Copilot
Add to your VS Code settings.json:
{
"mcp": {
"servers": {
"kultur-dev": {
"type": "sse",
"url": "https://kultur.dev/api/mcp-sse/sse",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
}
Option 6: Cline
Add to your Cline MCP settings:
{
"mcpServers": {
"kultur-dev": {
"url": "https://kultur.dev/api/mcp-sse/sse",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
REST API
For non-MCP integrations, Kultur.dev also provides a REST API:
| Endpoint | Method | Description |
|---|---|---|
/api/v1/analyze/text |
POST | Cultural context analysis |
/api/v1/analyze/hofstede |
POST | Hofstede dimensions analysis |
/api/v1/rewrite |
POST | Culturally-aware text rewriting |
/api/v1/sensitivity/check |
POST | Cultural sensitivity scanning |
/api/v1/localization/guidance |
POST | Localization recommendations |
/api/v1/geopolitical/heatmap |
POST | Geopolitical risk scoring |
Example: Analyze Cultural Context
curl -X POST https://kultur.dev/api/v1/analyze/text \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"text": "Schedule a business meeting in Tokyo",
"target_country": "JP",
"source_country": "US"
}'
Example: Check Cultural Sensitivity
curl -X POST https://kultur.dev/api/v1/sensitivity/check \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"text": "Let us raise a toast to our partnership",
"target_countries": ["SA", "IR"]
}'
Authentication
All requests require a valid API key passed as a Bearer token:
Authorization: Bearer YOUR_API_KEY
Get Your API Key
- Visit kultur.dev
- Sign up for a plan
- Copy your API key from the dashboard
Pricing
| Plan | Credits | Markets | Price |
|---|---|---|---|
| Free | 1,000/month | 3 countries | $0 |
| Pro | 50,000/month | All 195 countries | $49/month |
| Enterprise | Unlimited | All + custom models | Contact us |
Free tier responses include a watermark CTA. Pro and Enterprise tiers provide clean, production-ready responses.
Use Cases
For AI Agents & LLMs:
- Cultural context injection before generating responses about specific countries
- Real-time sensitivity checking on AI-generated content
- Localization guidance for multi-market content generation
For Enterprise Software:
- CRM systems that adapt communication style per market
- HR platforms with cultural onboarding intelligence
- Marketing tools with built-in cultural compliance
For Developers:
- Add cultural awareness to any application in minutes
- Hofstede dimensions for academic and business research
- Geopolitical risk scoring for supply chain and investment analysis
Server Discovery
The MCP server card is available at:
https://kultur.dev/api/.well-known/mcp/server-card.json
Composio Toolkit
Kultur.dev is also available as a native Composio toolkit for LangChain, CrewAI, and OpenAI integrations:
pip install composio-kultur
The toolkit provides 8 LocalAction tools:
| Tool | Description |
|---|---|
AnalyzeCulturalContext |
Deep cultural analysis for any market |
CheckCulturalSensitivity |
Scan text for sensitivity issues |
GetLocalizationGuidance |
Localization across 15 tones |
CompareCultures |
Side-by-side cultural comparison |
GetCommunicationStyle |
Communication preferences per culture |
GetHolidayCalendar |
Cultural holidays and observances |
AnalyzeHofstede |
Hofstede 6 dimensions analysis |
GetGeopoliticalHeatmap |
Geopolitical risk scoring |
LangChain Example
from composio_kultur.toolkit import KulturTool
from langchain.agents import initialize_agent
tools = KulturTool.get_tools(api_key="YOUR_API_KEY")
agent = initialize_agent(tools, llm, agent="zero-shot-react-description")
agent.run("Analyze cultural sensitivity of our ad campaign for Saudi Arabia")
Audit Grade
A+ (97%) — Independently audited by Manus AI on April 1, 2026. Full audit report available upon request.
Support
- Documentation: kultur.dev/docs
- Email: [email protected]
- Issues: GitHub Issues
License
Copyright 2024-2026 Global InTech AI. All rights reserved.
The Kultur.dev API and MCP server are proprietary. This repository contains configuration documentation and integration guides only — no proprietary source code.