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ubiquity MCP Server

ahmedhassan456/ubiquity

Score: 52.3 Rank #12818 Agent Framework
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A coding-agent SDK for Python. The agent loop, tools, permissions, hooks, subagents, skills, and MCP — on 604 models across 22 providers. Shorter alternative if you want it to fit on one line in search results: A coding-agent SDK for Python, built on pydantic-ai. One agent, 604 models, 22 providers.

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Overview

ahmedhassan456/ubiquity is a Python tool licensed under MIT. A coding-agent SDK for Python. The agent loop, tools, permissions, hooks, subagents, skills, and MCP — on 604 models across 22 providers. Shorter alternative if you want it to fit on one line in search results: A coding-agent SDK for Python, built on pydantic-ai. One agent, 604 models, 22 providers.

Ranked #12818 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 14d ago

Last commit 14d 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 MIT

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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Matched Queries

topic:mcptopic:model-context-protocol

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