@@ -61,7 +61,7 @@ def to_provider_tool(mcp_tool: Tool) -> ProviderToolType:
6161
6262The Google Gemini API uses ` FunctionDeclaration ` objects with a specific schema format.
6363
64- ### Basic Implementation
64+ ### Gemini Basic Implementation
6565
6666``` python
6767""" Adapter for converting MCP tools to Google Gemini format."""
@@ -218,7 +218,7 @@ async def convert_tools_for_gemini():
218218
219219OpenAI's Chat Completions API uses function definitions with a similar but distinct format.
220220
221- ### Basic Implementation
221+ ### OpenAI Basic Implementation
222222
223223``` python
224224""" Adapter for converting MCP tools to OpenAI format."""
@@ -337,7 +337,7 @@ def convert_to_openai_schema(property_schema: dict[str, Any]) -> dict[str, Any]:
337337 return result
338338```
339339
340- ### Usage Example
340+ ### OpenAI Usage Example
341341
342342``` python
343343async def convert_tools_for_openai ():
@@ -374,7 +374,7 @@ async def convert_tools_for_openai():
374374
375375Anthropic's Claude API uses a structured format for tools that's similar to MCP but with some differences.
376376
377- ### Basic Implementation
377+ ### Claude Basic Implementation
378378
379379``` python
380380""" Adapter for converting MCP tools to Anthropic Claude format."""
@@ -490,7 +490,7 @@ def convert_to_claude_schema(property_schema: dict[str, Any]) -> dict[str, Any]:
490490 return result
491491```
492492
493- ### Usage Example
493+ ### Claude Usage Example
494494
495495``` python
496496async def convert_tools_for_claude ():
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