Pare

概要

Pare is a collection of Model Context Protocol (MCP) servers designed to enhance interactions between AI coding agents and standard developer tools. It solves the problem of agents wasting valuable tokens on human-oriented tool output by providing 100% structured, schema-validated JSON. This dual output approach—human-readable `content` alongside machine-readable `structuredContent`—dramatically reduces token consumption, with an average reduction of ~85%, while ensuring no loss of information. It currently supports a wide array of tools including Git, pytest, npm, Docker, and various build and linting utilities, making agent-driven development more efficient and cost-effective.

主な機能

• 1 GitHub stars
• Achieves significant token reduction, averaging ~85% for AI agents
• Wraps a wide range of developer tools including Git, test runners, npm, and Docker
• Provides type-safe output directly consumable by AI agents
• Delivers 100% structured, schema-validated JSON output
• Offers dual output: human-readable text and agent-optimized JSON

ユースケース

• Optimizing AI coding agent interactions with command-line developer tools
• Reducing token consumption and operational costs for AI-powered development workflows
• Providing standardized, machine-readable output from diverse development utilities for agent processing