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Kultur.dev

Cultural Intelligence Infrastructure for AI Agents — 200+ markets, 15 tones, 8 tools

Registryglama
Updated
Apr 2, 2026

Kultur.dev

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 DocsQuick StartToolsPricing


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:

ToolDescription
analyze_cultural_contextDeep cultural analysis for any country — values, taboos, business etiquette, communication norms
check_cultural_sensitivityScan text for cultural sensitivity issues with severity scoring and fix suggestions
get_localization_guidanceGet localization recommendations across 15 tones (formal, humble, celebratory, respectful, casual, neutral, professional, friendly, humorous, marketing, legal, medical, technical, academic, diplomatic)
compare_culturesSide-by-side cultural comparison between any two countries
get_communication_styleCommunication preferences, negotiation styles, and business protocol for any culture
get_holiday_calendarCultural and religious holidays, observances, and scheduling considerations
analyze_hofstedeHofstede's 6 cultural dimensions analysis with scores and business implications
compare_hofstedeCompare Hofstede dimension scores between two countries
get_geopolitical_heatmapGeopolitical 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:

EndpointMethodDescription
/api/v1/analyze/textPOSTCultural context analysis
/api/v1/analyze/hofstedePOSTHofstede dimensions analysis
/api/v1/rewritePOSTCulturally-aware text rewriting
/api/v1/sensitivity/checkPOSTCultural sensitivity scanning
/api/v1/localization/guidancePOSTLocalization recommendations
/api/v1/geopolitical/heatmapPOSTGeopolitical 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

PlanCreditsMarketsPrice
Free1,000/month3 countries$0
Pro50,000/monthAll 195 countries$49/month
EnterpriseUnlimitedAll + custom modelsContact 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:

ToolDescription
AnalyzeCulturalContextDeep cultural analysis for any market
CheckCulturalSensitivityScan text for sensitivity issues
GetLocalizationGuidanceLocalization across 15 tones
CompareCulturesSide-by-side cultural comparison
GetCommunicationStyleCommunication preferences per culture
GetHolidayCalendarCultural holidays and observances
AnalyzeHofstedeHofstede 6 dimensions analysis
GetGeopoliticalHeatmapGeopolitical 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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