Show HN：Mantic.sh – 專為 AI 代理設計的結構化程式碼搜尋引擎

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The reference implementation of cognitive code search. Zero-read, deterministic context retrieval for AI agents.

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marcoaapfortes/Mantic.sh

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Mantic

A structural code search engine for AI agents. Provides sub-500ms file ranking across massive codebases without embeddings, vector databases, or external dependencies.

What's New in v1.0.13

Table of Contents

About the Project

Mantic is an infrastructure layer designed to remove unnecessary context retrieval overhead for AI agents. It infers intent from file structure and metadata rather than brute-force reading content, enabling retrieval speeds faster than human reaction time.

Key Benefits

Proprietary vs Mantic (Cost Analysis)

For a team of 100 developers performing 100 searches per day:

Features

Installation

Quick Start

Install for Tools:

From Source:

Usage

Basic Search

Find files matching your intent:

Returns JSON with ranked files, confidence scores, and token estimates.

CLI Options

Agent Rules (Auto-Pilot)

Want Cursor or Claude to use Mantic automatically?

Performance

Latency Benchmarks (M1 Pro)

How It Works

Architecture Overview

Core Algorithm

Configuration

Mantic works out of the box with zero configuration for most projects.

Environment Variables

License

Mantic is licensed under the AGPL-3.0 License.

Usage Guidelines

Commercial Inquiries: [email protected]

See LICENSE file for full details.

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The reference implementation of cognitive code search. Zero-read, deterministic context retrieval for AI agents.

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