domain-expertise-mcp

Inject structured professional domain expertise into AI agents. Accounting, Islamic finance, cybersecurity, real estate, HR, and 15+ more domains — all via MCP.

Why This Exists

AI agents are generalists. They know a little about everything but lack the structured reasoning patterns that professionals develop over decades. This MCP server bridges that gap — giving any agent access to decision frameworks, professional workflows, terminology, and regulatory context across 24 professional domains.

No other MCP server provides structured domain expertise injection.

Related MCP server: Agent Module

What It Does

Core Tools

• get_domain_expertise — Get structured professional knowledge at three depth levels (overview, practitioner, expert). Includes decision frameworks, key principles, common pitfalls, and expert reasoning patterns.

• list_available_domains — See all 24 available professional domains with coverage details.

• get_decision_tree — Get step-by-step decision logic for specific professional scenarios (e.g., "Is this transaction Sharia-compliant?", "Should I register for VAT?").

• get_terminology — Professional terms with definitions in English and Arabic. Includes usage context and common misunderstandings.

• get_regulatory_context — Regulatory bodies, applicable laws, compliance requirements, and recent changes by jurisdiction.

• assess_complexity — Score a task's complexity and get recommendations for agent capability level needed.

• get_professional_workflow — Standard professional workflows with quality checkpoints and common shortcuts that cause problems.

Supported Domains (24)

Finance: Accounting, Tax, Audit, Islamic Finance, Conventional Banking, Investment, Insurance (Underwriting & Claims)

Legal: Corporate Law, Contract Law, Employment Law

Healthcare: Clinical, Administration, Pharmaceutical

Real Estate: Commercial, Residential

Technology: Cybersecurity, Data Privacy

Operations: Supply Chain, Logistics, Construction, Oil & Gas

People: Education, HR Management

Regional Coverage

Global, GCC, MENA, EU, US, UK, Asia — with GCC-specific knowledge for Saudi Arabia, UAE, Kuwait, Bahrain, Oman, and Qatar.

Installation

Claude Desktop / Claude Code

{
  "mcpServers": {
    "domain-expertise": {
      "command": "npx",
      "args": ["domain-expertise-mcp"]
    }
  }
}

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "domain-expertise": {
      "command": "npx",
      "args": ["domain-expertise-mcp"]
    }
  }
}

Use Cases

Building a financial agent? Inject accounting expertise so it handles revenue recognition, lease classification, and IFRS compliance like a CPA.

Islamic finance automation? Get Sharia compliance decision trees, Murabaha/Sukuk structures, and AAOIFI standards for your agent.

Cybersecurity tool? Add incident response workflows, NIST CSF alignment, and NCA/NESA compliance knowledge.

HR automation for GCC? Nitaqat/Saudization calculations, Emiratisation requirements, and end-of-service computations.

Example

Agent: "I need to determine if a client's Islamic finance product is Sharia-compliant"

→ get_decision_tree(domain: "islamic_finance", scenario: "sharia compliance")

Returns a structured decision tree:
1. Does the transaction involve riba (interest)? → If yes: NOT COMPLIANT
2. Is there excessive gharar (uncertainty)? → If yes: NOT COMPLIANT
3. Is the underlying activity halal? → If no: NOT COMPLIANT
4. Is risk genuinely shared? → If no: REVIEW NEEDED
5. If all pass → LIKELY COMPLIANT. Submit to Sharia Board.

Depth Levels

Pricing

Requirements

• Node.js 18+

• No API keys needed for free tier

License

MIT

Keywords

domain-expertise, mcp, mcp-server, professional-knowledge, ai-agent, accounting, islamic-finance, cybersecurity, legal, real-estate, healthcare, knowledge-injection, industry-knowledge, model-context-protocol