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Eco_Loop MCP Server

ayushYadav1107/Eco_Loop

Score: 31.7 Rank #17835 MCP Server
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Autonomous closed-loop HVAC control: a live EnergyPlus simulation supervised by a local open-source LLM over the Model Context Protocol. Setpoints are injected into the running solver - no IDF rewrite, no restart. 8.5% HVAC energy saved while holding thermal comfort. Demo: https://www.loom.com/share/cd6b6eea292747a3bbe7087e8b16ab78

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Overview

ayushYadav1107/Eco_Loop is a Python MCP server. Autonomous closed-loop HVAC control: a live EnergyPlus simulation supervised by a local open-source LLM over the Model Context Protocol. Setpoints are injected into the running solver - no IDF rewrite, no restart. 8.5% HVAC energy saved while holding thermal comfort. Demo: https://www.loom.com/share/cd6b6eea292747a3bbe7087e8b16ab78

Ranked #17835 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 60 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for ayushYadav1107/Eco_Loop
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Matched Queries

"model context protocol""model-context-protocol"

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