63
/100
C
◉ Complete 5⁄5
MCP Python REPL Server
Provides interactive Python REPL capabilities with persistent sessions, virtual environment support, package management via uv, and development tools like testing, linting, and code formatting for Python projects.
Glama
MCP Surface
Tools: 17
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
60
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
21
25% weight
Security Hygiene
84
33% weight
Schema Interpretability
56
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 60 | Fair |
| Documentation Coverage | 30 | Poor |
| Maintenance Pulse | 15 | Poor |
| Dependency Health | 55 | Fair |
| License Clarity | — | Poor |
| Version Hygiene | — | Poor |
Analyzed 1 month ago
Protocol Compliance
Schema Issues (29)
python_execute.code: missing description
python_execute.session_id: missing description
python_inspect.object_name: missing description
python_inspect.session_id: missing description
session_create.session_name: missing description
session_create.working_directory: missing description
session_switch.session_id: missing description
package_install.packages: missing description
package_install.dev: missing description
package_remove.packages: missing description
file_read_project.file_path: missing description
file_read_project.encoding: missing description
file_write_project.file_path: missing description
file_write_project.content: missing description
file_write_project.encoding: missing description
... and 14 more
Probed 1 month, 1 week ago
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