entroly
byjuyterman1000· 1 MCP server
---
How to install entroly?
juyterman1000/entroly
$git clone https://github.com/juyterman1000/entrolyInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Install entroly by running `git clone https://github.com/juyterman1000/entroly`, then use it for the current task and follow its documentation at https://github.com/juyterman1000/entroly.
README.md
| 1 | <p align="center"> |
| 2 | <img src="docs/assets/entroly_wordmark.svg" width="820" alt="Entroly"> |
| 3 | </p> |
| 4 | |
| 5 | <h1 align="center">Entroly — The Open-Source Context OS for AI Agents</h1> |
| 6 | |
| 7 | <p align="center"><b>Keep your agent. Give it a Context OS.</b><br> |
| 8 | The observability, governance, and decision layer for AI context.<br> |
| 9 | Entroly brings together what agents read, remember, trust, recover, spend, and learn—without replacing the model or agent runtime you already use.</p> |
| 10 | |
| 11 | <p align="center"> |
| 12 | <sub>Integrates with Claude Code, Codex, OpenClaw, GitHub Copilot, Cursor, Aider, MCP clients, and custom provider applications. Choose the supported setup path for your client.</sub> |
| 13 | </p> |
| 14 | |
| 15 | <p align="center"> |
| 16 | <sub>Context selection + recoverable compression · receipts record what was used, omitted, and risky · local-first · Python with optional Rust acceleration · Node/WASM runtime</sub> |
| 17 | </p> |
| 18 | |
| 19 | <!-- Distribution and licensing: registry badges report live package metadata. --> |
| 20 | <p align="center"> |
| 21 | <a href="https://pypi.org/project/entroly/"><img src="https://img.shields.io/pypi/v/entroly?color=blue&label=PyPI" alt="Entroly on PyPI"></a> |
| 22 | <a href="https://www.npmjs.com/package/entroly"><img src="https://img.shields.io/npm/v/entroly?color=red&label=npm" alt="Entroly on npm"></a> |
| 23 | <a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache_2.0-green" alt="Apache-2.0 license"></a> |
| 24 | </p> |
| 25 | |
| 26 | <!-- Reproducible evidence: every badge links to the exact committed artifact. --> |
| 27 | <p align="center"> |
| 28 | <a href="benchmarks/results/context_commit_conformance.json"><img src="https://img.shields.io/badge/Context_Commits-128%2F128_replayed_+_768%2F768_tamper_detected-0A7B83" alt="Context Commit conformance evidence"></a> |
| 29 | <a href="benchmarks/results/halueval_qa_faithful.json"><img src="https://img.shields.io/badge/WITNESS-HaluEval--QA_0.7976_AUROC-blueviolet" alt="WITNESS HaluEval-QA evidence"></a> |
| 30 | <a href="docs/product-surface.md"><img src="https://img.shields.io/badge/Runtimes-Python_%7C_optional_Rust_%7C_WASM-orange?logo=rust" alt="Python, optional Rust, and WASM runtimes"></a> |
| 31 | <a href="#proof"><img src="https://img.shields.io/badge/Token_savings-measure_your_workload-brightgreen" alt="Measure token savings on your workload"></a> |
| 32 | </p> |
| 33 | |
| 34 | <!-- Community signals are not product or benchmark verification. --> |
| 35 | <p align="center"> |
| 36 | <a href="https://github.com/juyterman1000/entroly"><img src="https://img.shields.io/github/stars/juyterman1000/entroly?style=social" alt="Entroly repository and GitHub stars"></a> |
| 37 | <a href="https://juyterman1000.github.io/entroly/docs/discord.html"><img src="https://img.shields.io/badge/Discord-Join_Community-5865F2?logo=discord&logoColor=white" alt="Entroly Discord community"></a> |
| 38 | </p> |
| 39 | |
| 40 | <p align="center"><sub>Registry badges show distribution metadata. Evidence badges link to committed results with scope and caveats. Community and marketplace status are not treated as technical proof.</sub></p> |
| 41 | |
| 42 | <p align="center"> |
| 43 | <code>pip install -U entroly && cd /your/repo && entroly verify-claims && entroly simulate</code> |
| 44 | </p> |
| 45 | |
| 46 | <p align="center"> |
| 47 | <a href="#get-started"><b>Get started</b></a> · |
| 48 | <a href="#see-value-in-your-first-session"><b>See value</b></a> · |
| 49 | <a href="#proof-in-30-seconds"><b>Proof videos</b></a> · |
| 50 | <a href="#proof"><b>Proof</b></a> · |
| 51 | <a href="#works-with-your-stack"><b>Integrations</b></a> · |
| 52 | <a href="#whats-inside"><b>What's inside</b></a> · |
| 53 | <a href="docs/DETAILS.md"><b>Architecture</b></a> · |
| 54 | <a href="docs/for-teams.md"><b>For teams</b></a> · |
| 55 | <a href="docs/limitations.md"><b>Limitations</b></a> |
| 56 | </p> |
| 57 | |
| 58 | <p align="center"> |
| 59 | <b>Deciding whether to star?</b> Run the no-key proof first: <code>entroly verify-claims && entroly simulate</code>.<br> |
| 60 | <sub>If it finds meaningful savings or gives you auditable receipts on your repo, star it so other agent builders can find it. If it does not, open an issue with the verification JSON.</sub> |
| 61 | </p> |
| 62 | |
| 63 | --- |
| 64 | |
| 65 | ## See value in your first session |
| 66 | |
| 67 | Entroly should answer three que |
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