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Entroly

Appears in 5 awesome lists

Context engineering engine. 100% codebase visibility with 78% fewer tokens. Knapsack-optimal selection, SimHash dedup, RL from response quality. Rust engine, <10ms. MCP + HTTP proxy.

Open github.comjuyterman1000/entroly

Found in these lists

Awesome Ai Agents 2026

Section: Context Optimization · Context engineering engine. 100% codebase visibility with 78% fewer tokens. Knapsack-optimal selection, SimHash dedup, RL from response quality. Rust engine, <10ms. MCP + HTTP proxy.

ActiveScore 74

Awesome AI Coding Tools

Section: MCP Servers and Directories · Local-first MCP server for explicit-budget context selection, content-addressed exact recovery, and auditable Context Receipts. Apache-2.0.

FreshScore 85

Awesome LLMOps

Section: Optimizations · Information-theoretic context optimization proxy. Cuts LLM token costs by 70–95% with zero accuracy loss using greedy submodular knapsack maximization.

ActiveScore 75

Awesome Open Source AI

Section: 13. Developer Tools & Integrations · Local-first MCP server for explicit-budget context selection, content-addressed exact recovery, and auditable Context Receipts. Apache 2.0 licensed.

FreshScore 89

Awesome Rust

Section: Artificial Intelligence · Information-theoretic Context Engineering Engine that uses reinforcement learning to intelligently prune and select optimal RAG fragments.

FreshScore 94

ncnn

High-performance neural network inference framework optimized for mobile platforms. No third-party dependencies, cross-platform, and runs faster than all known open-source frameworks on mobile CPU. Powers Tencent apps including QQ, WeChat, and Pitu. BSD-3-Clause licensed.

In 6 listsDetails

lean-ctx

The Context OS for AI Development. Reduce token waste in Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini & more by 60–95% (up to 99% on cached reads) Shell Hook + MCP Server · 49 tools · 10 read modes · 90+ patterns · Single Rust binary

In 4 listsDetails

LangWatch

LangWatch is a visual interface for DSPy and a complete LLM Ops platform for monitoring, experimenting, measuring and improving LLM pipelines, with a fair-code distribution model.

In 4 listsDetails

Helium MCP

Remote MCP server for AI coding assistants with real-time news and multi-dimensional bias scoring (3.2M+ articles, 5000+ sources), financial markets (stocks, ETFs, crypto, AI bull/bear cases), ML options pricing (ITM probability, Greeks, fair value), balanced news synthesis, trending topics, and…

In 4 listsDetails

prompt-to-asset

MCP server that generates production-ready visual assets (app icons, favicons, OG images, logos, wordmarks) by routing requests across 30+ image generation models. Zero API key required for first run via Pollinations and Stable Horde free tiers. Works with any MCP client including Gemini CLI.

In 3 lists

MCP.so

Platform for MCP server resources and community.

In 2 lists

screenpipe

Local-first workflow memory for AI agents. Captures screen, audio, and app context on-device so Claude, Codex, and other agents can search real work history via MCP and API. Open-source.

In 2 lists

ejentum-mcp

MCP server exposing reasoning, code, anti-deception, and memory harness tools for Codex.

In 2 lists