IFS Engineering Copilot Enterprise vNext

An enterprise-grade, multi-agent AI engineering copilot platform transforming official IFS Cloud Technical Documentation (docs.ifs.com), IFS Academy Resource Portal (resourceportal.ifsacademyworld.com), IFS Community Forum (community.ifs.com), local workspace models (*.entity, *.projection, *.client, *.plsql), and Oracle DBA knowledge into a senior-level Engineering Copilot for IFS Cloud development.

🚀 Key Architectural Capabilities (Version Next Release)

1. Multi-Agent Request Orchestrator (src/engine/multiAgentOrchestrator.ts)

• Virtual Agent Dispatcher: Coordinates specialized Virtual Agents (Documentation Agent, Workspace Agent, PL/SQL Agent, Marble Agent, DBA Agent, Security Agent, Impact Analysis Agent, Quality Gate Agent).

• Evidence Synthesis: Combines agent findings into a single, evidence-backed response.

2. Reciprocal Rank Fusion (RRF) & Semantic Synonym Engine (src/rag/hybridSearch.ts)

• RRF RAG Pipeline: Upgraded search scoring using Reciprocal Rank Fusion ($k=60$).

• IFS Domain Synonyms: Automatic domain expansion (e.g. searching "VAT" expands to search TAX_CALCULATION_API and STATUTORY_FEE_API).

3. Real-Time Telemetry & Observability Subsystem (src/engine/telemetryEngine.ts)

• Track request volumes, tool execution counts, latency in milliseconds, tool success/failure rates, and confidence score distribution.

• Live public endpoints: https://ifs-mcp-server.onrender.com/metrics & https://ifs-mcp-server.onrender.com/health.

4. Consensus & Evidence Comparison Engine (src/engine/consensusEngine.ts)

• Cross-references evidence across Official TechDocs, IFS Academy, IFS Community, Oracle KB, and Local Workspace.

• Detects conflicting context and enforces multi-source evidence verification.

5. Confidence Engine (src/engine/confidenceEngine.ts)

• Computes Confidence Score % (0% - 100%), Quality Grade (A+ to D), and evidence diversity metrics.

• Flags missing context indicators to eliminate AI hallucinations.

6. Deep Root Cause Tracing Engine (src/engine/rootCauseEngine.ts)

• Recursive backtrace engine: ORA / PLS Error → Package Invalid → View Compilation Failure → Missing Column/Table → Root Cause, Remediation & Verification.

7. Dependency Graph & Impact Analysis Engine (src/engine/dependencyGraphEngine.ts)

• Maps relationships across Entity ↔ Projection ↔ Package ↔ View ↔ Table ↔ Custom Field ↔ Security Grants ↔ OData Endpoints.

• Evaluates risk levels (LOW, MEDIUM, HIGH, CRITICAL) and downstream callers before code edits.

8. Self-Validating Quality Gate & Static Analyzer (src/engine/qualityGateEngine.ts)

• Evaluates code against SOLID principles, Cust-layer customization rules, missing initialcheck implementation; declarations, raw COMMIT inside PL/SQL LUs, and SQL injection risks.

Related MCP server: dev-skills

🛠️ 76 Specialized MCP Tools Across 14 Categories

🌐 Universal 100% Local-Independent Cloud Connection

Your MCP Server is running 24/7 on Render cloud:

• Cloud SSE Endpoint: https://ifs-mcp-server.onrender.com/sse

• Cloud Telemetry Endpoint: https://ifs-mcp-server.onrender.com/metrics

• Cloud Health Endpoint: https://ifs-mcp-server.onrender.com/health

• OpenAPI Schema for ChatGPT: https://ifs-mcp-server.onrender.com/openapi.json

1. Claude Desktop

Copy clients/claude_desktop_config.json to %APPDATA%\Claude\claude_desktop_config.json:

{
  "mcpServers": {
    "ifs-developer-intelligence": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://ifs-mcp-server.onrender.com/sse"]
    }
  }
}

2. Cursor IDE

Add new MCP Server in Cursor Settings:

• Type: command

• Command: npx -y mcp-remote https://ifs-mcp-server.onrender.com/sse

3. VS Code / Windsurf

Use clients/vscode_mcp.json or clients/windsurf_mcp.json:

{
  "mcpServers": {
    "ifs-developer-intelligence": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://ifs-mcp-server.onrender.com/sse"]
    }
  }
}

4. ChatGPT (Web Actions / Custom GPTs)

Import Action Schema from URL: https://ifs-mcp-server.onrender.com/openapi.json.

⚙️ Local Development & Testing

# Install dependencies
npm install

# Build TypeScript
npm run build

# Run Vitest test suite (12 tests)
npm test

# Run HTTP / SSE Server locally
npm run start:sse

🛡️ License

MIT License. Built for Enterprise IFS Cloud Development & AI Architecture.