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entroly

entroly

Active·★ 402·MIT·Updated 2026-05-29

★ Hidden Gem★ Dev Tooling★ Memory & Context

The Context Engineering Engine. Your AI sees 5% of your codebase — Entroly shows it everything. 78% fewer tokens. Works with Cursor, Claude Code, Copilot, OpenClaw.

Entroly is a context engineering engine that compresses an entire codebase into the AI context window using variable-resolution representation, removing duplicates and boilerplate. It achieves 78% fewer tokens per request, improves AI responses over time via reinforcement learning, and works with any AI coding tool via MCP server or HTTP proxy. The Rust-based core ensures sub-10ms overhead.

#ai-agents#ai-coding#ai-tools#claude-code#code-intelligence#context-engineering#context-window#copilot

$ Install

$ pip install entroly[full] && entroly go

↗ Visit site ★ GitHub

01

Features

0178% fewer tokens per request

02100% codebase visibility at variable resolution

03AI responses improve over time with reinforcement learning

04Built-in security scanning with 55 SAST rules

05Works with any AI tool (Cursor, Copilot, Claude Code, etc.)

02

Compatibility

Linux

Native

Verified via docs

macOS

Native

Verified via docs

Windows

Native

Verified via docs

03

Quick start

1

$ pip install entroly[full]

2

$ entroly go

04

Use cases

↳Optimizing context for coding agents like Cursor and Claude Code

↳Reducing token costs in large codebases

↳Improving AI-assisted code review and debugging

05

Alternatives

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📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors

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Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms

Auto-claude-code-research-in-sleep★ 11.0k

ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP

agents-best-practices★ 1.1k

Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

The agent environment for long-horizon work, continuity, and self-evolution.

awesome-claude★ 250

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Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon

See all alternatives →

Related searches

entroly Alternatives Best Code Assistant Tools 2026 Open Source Code Assistant entroly Tutorial entroly Vs Competitors ai-agents ai-coding ai-tools

Comments

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S
Sasha DavisMay 5, 2026
The 5% visibility problem is real, Entroly addresses it with intelligent context selection
O
Oakley HarrisApr 6, 2026
Used for large codebase development, the expanded context noticeably improves suggestions
L
Lane ThompsonApr 2, 2026
Good for teams working on large codebases where default context limits hurt quality
D
Dakota DavisMar 29, 2026
Context Engineering Engine that expands what the AI actually sees in the codebase

On this page

01Features 02Compatibility 03Quick start 04Use cases 05Alternatives

Stats

GitHub Stars★ 402

Last commit1d ago

StatusActive

LicenseMIT

CategoryCode Assistant

Trend (30d)

+16↑ 0.4%

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