Is the ai-workbench-public MCP server actively maintained?

The ai-workbench-public MCP server was last committed 28d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ai-workbench-public MCP Server

Name: jeffols/ai-workbench-public
Rating: 2.9 (1 reviews)
Author: jeffols

jeffols/ai-workbench-public

Score: 47.4 Rank #19925 Monitoring

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A local, containerized AI workbench. Open WebUI over LiteLLM, an MCP tool rack where every tool is an OCI container, and Phoenix tracing across the lot. Built as a starting point to fork, not a product to adopt.

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Overview

jeffols/ai-workbench-public is a Python tool licensed under Apache-2.0. A local, containerized AI workbench. Open WebUI over LiteLLM, an MCP tool rack where every tool is an OCI container, and Phoenix tracing across the lot. Built as a starting point to fork, not a product to adopt.

Ranked #19925 out of 24840 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 28d ago

Last commit 28d ago → recently updated

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 Apache-2.0

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

How to Improve

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

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Markdown

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HTML

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HTML

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 28d ago

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topic:mcp

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