Open Innovation Salty FishesSubmitted July 18, 2026

ClauseMCP - A Universal Contract Intelligence Engine

An MCP app on the Model Context Protocol built by Salty Fishes at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

Reviewing contracts—whether legal agreements, employment offers, NDAs, vendor contracts, lease agreements, or brand and influencer deals—is often slow, expensive, and inconsistent. As a result, freelancers, influencers, employees, entrepreneurs, and small business owners frequently sign legally binding documents without fully understanding the risks they contain. Many contracts include clauses that are unfair, overly restrictive, ambiguous, or even unenforceable depending on the applicable jurisdiction. Identifying these issues typically requires legal expertise, making professional contract review costly and inaccessible for many individuals and smaller organizations. ClauseMCP addresses this challenge by providing a universal contract intelligence engine that analyzes contracts, identifies potentially risky or unfair clauses, explains them in plain language, and delivers actionable insights—helping users make informed decisions before they sign.

Open Innovation track

Solve any real-world problem with AI, regardless of industry or domain.

Team Salty Fishes

  • Sai Sailesh Reddy YLead

  • Yalamarthi Jyothi Sri Krishna Chaitanya

  • Kurakula Sai Dinesh

  • Yadhu Vipin Madhilakath Madathil

Frequently asked questions

What does ClauseMCP - A Universal Contract Intelligence Engine do?
Reviewing contracts—whether legal agreements, employment offers, NDAs, vendor contracts, lease agreements, or brand and influencer deals—is often slow, expensive, and inconsistent. As a result, freelancers, influencers, employees, entrepreneurs, and small business owners frequently sign legally binding documents without fully understanding the risks they contain. Many contracts include clauses that are unfair, overly restrictive, ambiguous, or even unenforceable depending on the applicable jurisdiction. Identifying these issues typically requires legal expertise, making professional contract review costly and inaccessible for many individuals and smaller organizations. ClauseMCP addresses this challenge by providing a universal contract intelligence engine that analyzes contracts, identifies potentially risky or unfair clauses, explains them in plain language, and delivers actionable insights—helping users make informed decisions before they sign.
Who built ClauseMCP - A Universal Contract Intelligence Engine?
ClauseMCP - A Universal Contract Intelligence Engine was built by team Salty Fishes at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon, in the Open Innovation track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.