Samrith Shankar

Samrith Shankar

Software developer focusing on scale.

Forums

Stop writing MCP boilerplate for your AI Agents.

The "10-to-1" rule says we spend 10x more time reading code than writing it.

Yet, when connecting AI agents to databases, we are seeing developers drowning in manual boilerplate writing endpoints, validation logic, and maintaining llms.txt files just to expose a simple query.

Hyperterse - The production data interface for AI agents

Hey PH!

I ve been heads-down building Hyperterse, and I m excited to finally share it with you.

Samrith Shankar

13h ago

Hyperterse - Connect your data to your agents.

Hyperterse treats data access as declarative infrastructure, rather than existing data tools that rely on insecure Text-to-SQL or tedious manual APIs. Define queries once, and we auto-generate secure Model Context Protocol (MCP) tools and REST endpoints. Standout features include "Security-by-Abstraction" (agents never see raw SQL), automatic input validation, and real-time generation of LLM-friendly documentation. It bridges the "Data Access Gap" for your Postgres, MySQL, and Redis data.