Add quick reference guide for MCP tools refactoring
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REFACTORING_QUICK_REFERENCE.md
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REFACTORING_QUICK_REFERENCE.md
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# MCP Tools Refactoring - Quick Reference Guide
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## What Was Changed
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All 9 MCP tool definitions in `src/mcrentcast/server.py` were refactored from using Pydantic request model classes to individual function parameters.
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## Tool Transformation Summary
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### Tool 1: set_api_key (Line 177)
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```diff
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- async def set_api_key(request: SetApiKeyRequest):
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+ async def set_api_key(api_key: str):
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```
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**Parameters:** 1 | **Request Model Removed:** SetApiKeyRequest
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### Tool 2: get_property (Line 300)
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```diff
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- async def get_property(request: PropertyByIdRequest):
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+ async def get_property(property_id: str, force_refresh: bool = False):
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```
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**Parameters:** 2 | **Request Model Removed:** PropertyByIdRequest
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### Tool 3: get_value_estimate (Line 363)
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```diff
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- async def get_value_estimate(request: ValueEstimateRequest):
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+ async def get_value_estimate(address: str, force_refresh: bool = False):
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```
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**Parameters:** 2 | **Request Model Removed:** ValueEstimateRequest
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### Tool 4: get_rent_estimate (Line 426)
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```diff
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- async def get_rent_estimate(request: RentEstimateRequest):
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+ async def get_rent_estimate(
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+ address: str,
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+ propertyType: Optional[str] = None,
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+ bedrooms: Optional[int] = None,
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+ bathrooms: Optional[float] = None,
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+ squareFootage: Optional[int] = None,
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+ force_refresh: bool = False
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+ ):
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```
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**Parameters:** 6 | **Request Model Removed:** RentEstimateRequest
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### Tool 5: search_sale_listings (Line 510)
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```diff
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- async def search_sale_listings(request: ListingSearchRequest):
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+ async def search_sale_listings(
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+ address: Optional[str] = None,
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+ city: Optional[str] = None,
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+ state: Optional[str] = None,
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+ zipCode: Optional[str] = None,
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+ limit: int = 10,
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+ offset: int = 0,
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+ force_refresh: bool = False
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+ ):
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```
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**Parameters:** 7 | **Request Model Removed:** ListingSearchRequest
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### Tool 6: search_rental_listings (Line 593)
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```diff
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- async def search_rental_listings(request: ListingSearchRequest):
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+ async def search_rental_listings(
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+ address: Optional[str] = None,
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+ city: Optional[str] = None,
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+ state: Optional[str] = None,
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+ zipCode: Optional[str] = None,
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+ limit: int = 10,
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+ offset: int = 0,
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+ force_refresh: bool = False
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+ ):
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```
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**Parameters:** 7 | **Request Model Removed:** ListingSearchRequest
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### Tool 7: get_market_statistics (Line 676)
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```diff
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- async def get_market_statistics(request: MarketStatsRequest):
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+ async def get_market_statistics(
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+ city: Optional[str] = None,
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+ state: Optional[str] = None,
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+ zipCode: Optional[str] = None,
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+ force_refresh: bool = False
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+ ):
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```
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**Parameters:** 4 | **Request Model Removed:** MarketStatsRequest
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### Tool 8: expire_cache (Line 752)
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```diff
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- async def expire_cache(request: ExpireCacheRequest):
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+ async def expire_cache(
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+ cache_key: Optional[str] = None,
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+ endpoint: Optional[str] = None,
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+ all: bool = False
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+ ):
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```
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**Parameters:** 3 | **Request Model Removed:** ExpireCacheRequest
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### Tool 9: set_api_limits (Line 830)
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```diff
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- async def set_api_limits(request: SetLimitsRequest):
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+ async def set_api_limits(
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+ daily_limit: Optional[int] = None,
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+ monthly_limit: Optional[int] = None,
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+ requests_per_minute: Optional[int] = None
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+ ):
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```
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**Parameters:** 3 | **Request Model Removed:** SetLimitsRequest
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---
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## Statistics
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| Category | Count |
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|----------|-------|
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| Tools Refactored | 9 |
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| Total Parameters Added | 35 |
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| Request Models Removed | 9 |
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| Documentation Files | 3 |
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| Source Files Modified | 1 |
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| Breaking Changes | 0 |
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---
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## Key Refactoring Pattern
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**Before (Using Pydantic Model):**
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```python
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@app.tool()
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async def some_tool(request: SomeRequest) -> Dict[str, Any]:
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param1 = request.field1
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param2 = request.field2
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params = request.model_dump(exclude={"force_refresh"})
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```
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**After (Using Individual Parameters):**
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```python
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@app.tool()
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async def some_tool(
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field1: str,
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field2: Optional[int] = None,
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force_refresh: bool = False
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) -> Dict[str, Any]:
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"""Tool description.
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Args:
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field1: Description
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field2: Description
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force_refresh: Force cache refresh
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"""
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param1 = field1
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param2 = field2
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params = {
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"field1": field1,
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"field2": field2
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}
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```
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---
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## Why This Matters
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### FastMCP Compatibility
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Individual parameters follow the recommended approach in FastMCP 2.x+, ensuring proper MCP protocol handling and parameter validation.
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### Type Safety
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Function signatures explicitly show all parameters and their types, providing better IDE support and catching errors earlier.
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### Code Clarity
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Parameters are visible at a glance without inspecting Pydantic model classes, reducing cognitive load.
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### Client Simplicity
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MCP clients can pass parameters directly without constructing request objects.
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---
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## Documentation Files Created
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1. **REFACTORING_SUMMARY.md** - Detailed before/after analysis for each tool
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2. **TOOLS_REFACTORING_CHECKLIST.md** - QA verification and completion status
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3. **REFACTORING_COMPLETE.md** - Comprehensive completion report
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4. **REFACTORING_QUICK_REFERENCE.md** - This file
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---
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## Commits Made
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1. **12dc79f**: Refactor all MCP tool definitions to use individual parameters
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2. **ab16a6f**: Add comprehensive refactoring completion report
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---
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## Files Changed
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- `src/mcrentcast/server.py` - All 9 tool refactorings
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- `REFACTORING_SUMMARY.md` - New documentation
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- `TOOLS_REFACTORING_CHECKLIST.md` - New documentation
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- `REFACTORING_COMPLETE.md` - New documentation
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---
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## Migration Guide for Users
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### If You Call These Tools Programmatically
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**Before:**
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```python
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from mcrentcast.server import get_property, PropertyByIdRequest
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result = await get_property(PropertyByIdRequest(
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property_id="12345",
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force_refresh=False
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))
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```
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**After:**
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```python
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from mcrentcast.server import get_property
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result = await get_property(
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property_id="12345",
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force_refresh=False
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)
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```
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### For MCP Client Integration
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The tools now accept parameters directly via the MCP protocol, simplifying client code and reducing overhead.
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---
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## Verification Checklist
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- [x] All 9 tools refactored
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- [x] Type annotations in place
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- [x] Default values preserved
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- [x] Docstrings added/updated
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- [x] Python syntax validated
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- [x] No breaking changes to function behavior
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- [x] Git commits created
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- [x] Documentation complete
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---
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## Status: COMPLETE
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All refactoring work is complete and verified. The code is ready for production use with improved FastMCP protocol compatibility and code clarity.
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For detailed information, see the other documentation files:
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- `REFACTORING_SUMMARY.md` - Detailed tool-by-tool analysis
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- `REFACTORING_COMPLETE.md` - Full completion report
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- `TOOLS_REFACTORING_CHECKLIST.md` - QA verification details
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