LabReportMCP

Lets Claude, Codex and Cursor search your local lab and medical documents directly

Problem

Researchers, med students and patients all have piles of PDF reports and experimental records scattered across email and local folders, yet asking an AI agent "what was that abnormal value last year" means digging manually. ClipSeek, a local-first AI asset search tool, already ships an MCP Server so Claude, Codex and Cursor can search and preview a personal media library, proving the "agent-searchable local documents" layer works, while lab and medical documents remain poorly covered.

Solution

A local-first MCP Server: point it at document folders, it builds a local index (filename, date, key fields) and exposes standardized tools so mainstream coding agents can search, list and summarize on natural language queries. Data stays on device; only matched snippets enter the context.

Users

Grad students and researchers with many lab PDFs, people with long-term medical follow-ups, power users managing personal archives with local agents

MVP

Index PDFs/images in chosen local folders; expose MCP tools for keyword and semantic search; return file paths and summary snippets; open the original file in one click; no cloud upload

Revenue

Lifetime buyout or subscription; team license for labs; affiliate deals with local asset-library tools

Why now

MCP has become the de facto way agents talk to local data, but verticals like labs and healthcare lack a lightweight local index layer, and a solo dev can ship one cheaply