Conversa AI — IBM Bob MCP Server

Conversa AI MCP Server bridges IBM Bob IDE with powerful AI capabilities through the Model Context Protocol (MCP). Instead of switching between tools, developers can now invoke AI-powered features directly from Bob Shell using natural language. The server exposes 5 production-ready MCP tools: - conversa_analyze_data: AI-powered analysis of CSV, JSON, and text data with trend insights - conversa_scan_document: OCR extraction from document URLs including KTP, certificates, and invoices - conversa_build_form: Generate complete form schemas from natural language descriptions - conversa_scrape_url: Extract structured content from any web URL in markdown format - conversa_deploy_code: Commit files to GitHub and trigger Vercel deployment in one command Built with Next.js 14 and TypeScript, deployed on Vercel, the server implements JSON-RPC 2.0 over HTTP and SSE transport — fully compatible with IBM Bob Shell's MCP client. AI capabilities are powered by Gemini 2.0 Flash for OCR and analysis, with GitHub REST API and Vercel API for deployment automation. IBM Bob was used as the primary development partner throughout the entire build — analyzing repository structure, adding error handling and Zod input validation across all tools, and rewriting documentation. All Bob sessions are exported and committed to the repository as proof of usage. This project demonstrates how AI agents can live inside the developer's workflow rather than existing as separate tools — reducing context switching and accelerating development velocity