Is the labloop MCP server actively maintained?

The labloop MCP server was last committed 1mo ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

labloop MCP Server

Name: cloudcell/labloop
Rating: 3.2 (1 reviews)
Author: cloudcell

cloudcell/labloop

Score: 56.0 Rank #8760 MCP Server

[![AgentRank](https://agentrank-ai.com/api/v1/badge/cloudcell--labloop)](https://agentrank-ai.com/tool/cloudcell--labloop/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

Are you the maintainer of cloudcell/labloop? Claim this listing →

Agent-driven ML researcher in a secure, reproducible KVM lab: five standalone scientific-state MCP servers within per-user VMs with driver / trusted / hostile zone isolation

Add AgentRank to Claude Code Discover and compare tools like cloudcell/labloop — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

cloudcell/labloop is a Python MCP server licensed under Apache-2.0. Agent-driven ML researcher in a secure, reproducible KVM lab: five standalone scientific-state MCP servers within per-user VMs with driver / trusted / hostile zone isolation

Ranked #8760 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 97 pypi/wk

Score Breakdown

Stars 15% 7

7 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo 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 13% 97/wk

97 weekly installs → early adoption

Forks 5

Description Detailed

License Apache-2.0

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

How to Improve

Freshness high impact

Last commit was 38 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/v1/badge/cloudcell--labloop)](https://agentrank-ai.com/tool/cloudcell--labloop/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/cloudcell--labloop/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/cloudcell--labloop" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="cloudcell/labloop"></script>

Details

Stars: 7
Forks: 5
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 1mo ago

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

See alternatives to cloudcell/labloop → Browse mcp-server category → Best MCP Server MCP servers → Compare cloudcell/labloop → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

View on GitHub →