MCP Server — RAG Tools for AI Assistants by Akshay KathiriyaMCP Server — RAG Tools for AI Assistants by Akshay Kathiriya

MCP Server — RAG Tools for AI Assistants

Akshay Kathiriya

Completed work

AI Engineer

MCP

NestJS

RAG

TypeScript

Overview

Portfolio piece demonstrating MCP (Model Context Protocol) server integration — exposing RAG document search as tools that AI assistants (Cursor, Claude) can call.

Problem

Teams want document Q&A inside existing AI workflows, not only a standalone web chat.

Solution

Built an MCP server alongside the DocAsk RAG stack so agents can query ingested policies programmatically with the same citation-backed retrieval pipeline.

Stack

TypeScript · NestJS · MCP · Chroma · RAG

Note

Part of the public DocAsk demo repository. Synthetic data only.

GitHub: https://github.com/KathiriyaAkshay/DocAsk

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Completed work

Posted Jun 16, 2026

MCP server integration for RAG document search — AI agents query policies with citations. TypeScript, NestJS, part of DocAsk demo.

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Timeline

Mar 1, 2025 - Jun 1, 2025