MCP/pypi-query-mcp
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity

feat: add MCP prompt templates for PyPI package analysis and decision-making

Browse source 
- Add comprehensive prompt templates for package analysis, dependency management, and migration planning
- Implement 8 prompt templates covering quality analysis, package comparison, alternatives suggestion, dependency conflicts, version upgrades, security audits, and migration planning
- Add detailed documentation in PROMPT_TEMPLATES.md with usage examples
- Include demo script and test coverage for prompt template functionality
- Update README.md to highlight new prompt template features
- Templates provide structured guidance for common PyPI package scenarios

Signed-off-by: longhao <hal.long@outlook.com>
This commit is contained in:
longhao 2025-05-29 15:52:44 +08:00 • committed by Hal
parent ed0cf45c18
commit e481711053
11 changed files with 1811 additions and 0 deletions
Download patch file Download diff file Expand all files Collapse all files

20
README.md
View file

@ -12,6 +12,7 @@ A Model Context Protocol (MCP) server for querying PyPI package information, dep
- 📥 **Package download with dependency collection**
- 📊 **Download statistics and popularity analysis**
- 🏆 **Top packages ranking and trends**
- 🎯 **MCP prompt templates for guided analysis and decision-making**
- 🏢 Private PyPI repository support
- ⚡ Fast async operations with caching
- 🛠️ Easy integration with MCP clients
@ -206,6 +207,18 @@ The server provides the following MCP tools:
9. **get_download_trends** - Analyze download trends and time series data (last 180 days)
10. **get_top_downloaded_packages** - Get the most popular packages by download count
### MCP Prompt Templates
11. **analyze_package_quality** - Generate comprehensive package quality analysis prompts
12. **compare_packages** - Generate detailed package comparison prompts
13. **suggest_alternatives** - Generate prompts for finding package alternatives
14. **resolve_dependency_conflicts** - Generate prompts for resolving dependency conflicts
15. **plan_version_upgrade** - Generate prompts for planning package version upgrades
16. **audit_security_risks** - Generate prompts for security risk auditing
17. **plan_package_migration** - Generate comprehensive package migration plan prompts
18. **generate_migration_checklist** - Generate detailed migration checklist prompts
> 📖 **Learn more about prompt templates**: See [PROMPT_TEMPLATES.md](PROMPT_TEMPLATES.md) for detailed documentation and examples.
## Usage Examples
Once configured in your MCP client (Claude Desktop, Cline, Cursor, Windsurf), you can ask questions like:
@ -234,6 +247,13 @@ Once configured in your MCP client (Claude Desktop, Cline, Cursor, Windsurf), yo
- "Compare the popularity of Django vs Flask vs FastAPI"
- "Which web framework has the highest download count this week?"
### MCP Prompt Templates
- "Use the analyze_package_quality prompt to evaluate the requests package"
- "Generate a comparison prompt for Django vs FastAPI vs Flask for building APIs"
- "Create a migration plan prompt for moving from Flask to FastAPI"
- "Help me resolve dependency conflicts with a structured prompt"
- "Generate a security audit prompt for my production packages"
### Example Conversations
**User**: "Check if Django 4.2 is compatible with Python 3.9"