Mcp Score

B+ 90 completed
Other
cli / python · small
61
Files
6,410
LOC
1
Frameworks
5
Languages

Pipeline State

completed
Run ID
#388880
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
35.07
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47545
Member of a group with 1 similar repo(s) — canonical #99059 view group →
Top concepts (2)
Project DescriptionTesting
Repobility · MCP-ready · https://repobility.com

AI Prompt

Create a command-line tool using Python that acts as an AI-powered music notation generator. The core functionality should allow a user to describe desired music in plain English, and the tool must output a publication-ready score file compatible with MuseScore. Additionally, I need the ability to interact with an active score within MuseScore using a WebSocket connection, allowing commands like reading passages, adding chords, or transposing notes based on natural language instructions. The system should manage three components: a Python MCP server, a score generation skill for Claude, and a MuseScore plugin.
python cli music-notation ai musescore music21 websocket natural-language
Generated by gemma4:latest

Catalog Information

AI-powered music notation. Describe what you want in plain English -- get a publication-ready score in MuseScore.

Description

AI-powered music notation. Describe what you want in plain English -- get a publication-ready score in MuseScore.

Novelty

3/10

Tags

python cli music-notation ai musescore music21 websocket natural-language

Claude Models

claude-opus-4-6

Quality Score

B+
89.8/100
Structure
97
Code Quality
90
Documentation
90
Testing
85
Practices
78
Security
100
Dependencies
60

Strengths

  • CI/CD pipeline configured (github_actions)
  • Good test coverage (80% test-to-source ratio)
  • Code linting configured (ruff (possible))
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected
  • Properly licensed project

Weaknesses

  • 200 duplicate lines detected \u2014 consider DRY refactoring

Security & Health

4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility · code-quality intelligence platform · https://repobility.com
MIT
License
9.6%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
69.4%
markdown
22.7%
yaml
6.0%
toml
1.5%
json
0.5%

Frameworks

pytest

Concepts (2)

Repobility analysis · methodology at https://repobility.com/research/
CategoryNameDescriptionConfidence
Repobility — same analyzer, your code, free for public repos · /scan/
auto_descriptionProject DescriptionAI-powered music notation. Describe what you want in plain English -- get a publication-ready score in MuseScore.80%
auto_categoryTestingtesting70%

Quality Timeline

1 quality score recorded.

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