entroly

About entroly

Entroly — Drop-In Context Assurance to Lower AI Operational Cost Reduce unnecessary context without losing control of critical evidence. Entroly uses budgeted context selection, content-addressed evidence, exact recovery, and auditable receipts to lower provider-bound inference expenditure—without rewriting your codebase or agent architecture. Works through supported proxy, MCP, plugin, wrapper, and SDK paths with Claude Code, Codex, OpenClaw, GitHub Copilot, Cursor, Aider, local models, and OpenAI/Anthropic-compatible applications.

agent-skills ai-agents ai-coding-agents claude-code codex context-compression context-engineering context-optimization context-window developer-tools

Quick Facts

Stars	479
Forks	73
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	36.25/100
Open Issues	1
Last Updated	2026-10-19
Created	2026-03-07
Platforms	claude-code, codex, mcp, python
Est. Tokens	~1622k

Compatible Skills

These tools work well together with entroly for enhanced workflows:

cc-harness-skills — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
ContextPilot — semantic(0.36)+complementary+same_lang+similar_pop+shared_platform (58%)
leanctx — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
lerim — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (56%)

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Frequently Asked Questions

What is entroly?

entroly is Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapp. It is categorized as a MCP Server with 479 GitHub stars.

What programming language is entroly written in?

entroly is primarily written in Python. It covers topics such as agent-skills, ai-agents, ai-coding-agents.

How do I install or use entroly?

You can find installation instructions and usage details in the entroly GitHub repository at github.com/juyterman1000/entroly. The project has 479 stars and 73 forks, indicating an active community.

What license does entroly use?

entroly is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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