# loopgain-ai/loopgain

<https://repo.masters-masters.com/en/repos/loopgain-ai/loopgain>

[Home](https://repo.masters-masters.com/en) › [loopgain-ai](https://repo.masters-masters.com/en/owners/loopgain-ai) › [loopgain](https://repo.masters-masters.com/en/repos/loopgain-ai/loopgain)

loopgain-ai/loopgain has 126 stars on GitHub. Its RepoMasters card: Prototype tier. An open-source cost controller for AI agent loops — stops a loop when it's…

| Field | Value |
| --- | --- |
| Owner | [loopgain-ai](https://repo.masters-masters.com/en/owners/loopgain-ai) |
| Stars | 126 |
| Forks | 11 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | agent-orchestration, agentic, agentic-ai, ai-agents, anthropic, autogen, claude, control-theory, crewai, divergence-detection |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [loopgain-ai/loopgain](https://github.com/loopgain-ai/loopgain) |

## Repository

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max\_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents…

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.