60
/100
C
◉ Complete 5⁄5
MCP Python Toolbox
A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
Anthropic
Glama
MCP Surface
Tools: 12
Stale Project
Template Description
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
57
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
13
25% weight
Security Hygiene
87
33% weight
Schema Interpretability
45
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 30 | Poor |
| Maintenance Pulse | 1 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 1 day ago
Protocol Compliance
Schema Issues (15)
read_file.path: missing description
read_file.start_line: missing description
read_file.end_line: missing description
write_file.path: missing description
write_file.content: missing description
write_file.mode: missing description
delete_file.path: missing description
list_directory.path: missing description
analyze_python_file.path: missing description
format_code.code: missing description
format_code.style: missing description
lint_code.path: missing description
execute_python.code: missing description
execute_python.working_dir: missing description
install_dependencies.requirements_file: missing description
Probed 1 month ago
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