Research & Innovation Portfolio

Production MCP server enabling Claude to access 10+ AI models (OpenAI GPT, Anthropic Claude, Google Gemini, local models) through AIChat CLI with model comparison, session continuity, and 99.5% reliability.

Enterprise-grade research platform orchestrating Neo4j knowledge graphs, Qdrant vector databases, and Chroma sequential reasoning to deliver 100x faster research with 99.2% accuracy across millions of documents.

A comprehensive AI-powered developer assistant platform built specifically for Appwrite, demonstrating enterprise-grade AI/ML engineering capabilities.

A sophisticated Model Context Protocol server that provides deep analysis and insights into Claude conversations, usage patterns, and performance metrics.

Production-ready MCP server bridging Claude Code CLI with programmatic access, featuring secure subprocess execution, session continuity, file processing, and Docker deployment with 99.9% reliability and sub-2s response times.

Enterprise MCP server providing 25+ development tools including health monitoring, performance analytics, multi-database orchestration (Neo4j, Chroma, Qdrant, Redis), and Docker environment detection with 99.8% reliability.

Advanced AI technology that creates enterprise-grade legal documentation and compliance materials at 95% less cost than traditional legal services.

DocuCrew is an intelligent multi-agent system that revolutionizes software documentation by automatically generating comprehensive, professional-grade documentation for GitHub repositories. Using CrewAI's collaborative agent framework, five specialized AI agents work together to analyze code, document APIs, create usage examples, and produce polished documentation. The system features real-time progress tracking through a beautiful Next.js interface, allowing users to watch AI agents collaborate in real-time. With deep code analysis capabilities and pattern recognition, DocuCrew produces export-ready markdown documentation that saves development teams hours of manual work while ensuring consistent, high-quality documentation standards.

Enterprise-grade fork of the original mcp-server-qdrant that transforms the basic MCP server into a production-ready solution with 10x performance boost.

Advanced Model Context Protocol (MCP) server that provides Claude with persistent memory capabilities through a knowledge graph architecture.

A comprehensive solution for automating the integration of CSV data into Excel balance sheets for financial mergers. This tool addresses complex data matching challenges using three progressively sophisticated approaches: standard exact matching, enhanced logging with fuzzy matching, and vector-based semantic matching using AI embeddings. The vector-based version achieves over 90% fill rate compared to 37.5% with traditional exact matching, making it ideal for handling inconsistent naming conventions and missing data in financial mergers.

A sophisticated Model Context Protocol (MCP) server that transforms natural language descriptions into complete n8n workflow JSON files using Claude Code.

A sophisticated TypeScript-based MCP (Model Context Protocol) server that bridges Claude Desktop with local Ollama models. This integration enables Claude to access and utilize locally-hosted language models through a standardized protocol, providing enhanced privacy and control over AI model interactions.

SmartMatch Resume Advisor is an advanced AI system that analyzes resume-job description alignment using cutting-edge natural language processing. Built with LangChain and OpenAI's GPT models, it provides percentage-based match scoring, identifies missing keywords, and generates actionable improvement suggestions. The system uses FAISS vector embeddings for semantic similarity matching, going beyond simple keyword detection to understand contextual relevance. With a modern Next.js frontend and FastAPI backend, it delivers professional-grade analysis in under 5 seconds.

Stellar TrieLink is a sophisticated middleware solution that provides a unified interface for multiple Language Model providers. It serves as a centralized abstraction layer between applications and various LLM services like Ollama, OpenAI, and local models.

Production MCP ecosystem hub at toolnexusmcp.com featuring 15+ servers across 8 categories with 99.5% uptime monitoring, comprehensive documentation, and community-driven discovery platform for Model Context Protocol tools.

Enterprise RAG platform combining PostgreSQL and Pinecone vector databases with Hugging Face integration for 95% search accuracy, intelligent document chunking, and AI-powered insights with 60% cost optimization.

VectorCodeLens is a sophisticated TypeScript application that revolutionizes how developers understand and query codebases. By combining vector embeddings, large language models, and the Model Context Protocol (MCP), it provides intelligent semantic analysis that goes beyond traditional static code analysis.