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Kultur.dev MCP Server

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Kultur.dev MCP Server — Cultural Intelligence Infrastructure for AI Agents

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.

WebsiteAPI 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

  1. Visit kultur.dev
  2. Sign up for a plan
  3. 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

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.

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