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ai-toolkit MCP Server

michaelalber/ai-toolkit

Score: 49.5 Rank #16763 MCP Server
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Production-ready AI coding skills and agents for Claude Code, OpenCode, and Pi. Covers TDD, .NET, Python, Rust, edge AI, and more.

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Overview

michaelalber/ai-toolkit is a Python tool licensed under MIT. Production-ready AI coding skills and agents for Claude Code, OpenCode, and Pi. Covers TDD, .NET, Python, Rust, edge AI, and more.

Ranked #16763 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 19d ago

Last commit 19d 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 Good
License MIT

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

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

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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AgentRank score for michaelalber/ai-toolkit
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