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Merge https://github.com/google/adk-python/pull/4531 **Problem:** JSON Schema allows `true` and `false` as valid boolean schemas, where `true` accepts any value and `false` rejects all values. Some MCP servers use this pattern for unconstrained fields. E.g. [mcp-grafana](https://github.com/grafana/mcp-grafana) - see [grafana-mcp-list-tools.json](https://github.com/user-attachments/files/25392430/grafana-mcp-list-tools.json) which was obtained from `tools/list` The schema sanitizer previously passed booleans through unchanged, causing a Pydantic ValidationError when `_ExtendedJSONSchema` tried to validate them as schema objects. ``` 1 validation error for _ExtendedJSONSchema properties.data.items.properties.model Input should be a valid dictionary or object to extract fields from [type=model_attributes_type, input_value=True, input_type=bool] For further information visit https://errors.pydantic.dev/2.12/v/model_attributes_type Traceback (most recent call last): ... File "/.foo/.venv/lib/python3.13/site-packages/google/adk/runners.py", line 561, in run_async async for event in agen: yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/runners.py", line 549, in _run_with_trace async for event in agen: yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/runners.py", line 778, in _exec_with_plugin async for event in agen: ...<64 lines>... yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/runners.py", line 538, in execute async for event in agen: yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/agents/base_agent.py", line 294, in run_async async for event in agen: yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/agents/llm_agent.py", line 468, in _run_async_impl async for event in agen: ...<5 lines>... should_pause = True File "/.foo/.venv/lib/python3.13/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 427, in run_async async for event in agen: last_event = event yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 446, in _run_one_step_async async for event in agen: yield event File "/.foo/.venv/lib/python3.13/site-packages/google/adk/flows/llm_flows/base_llm_flow.py", line 578, in _preprocess_async await tool.process_llm_request( tool_context=tool_context, llm_request=llm_request ) File "/.foo/.venv/lib/python3.13/site-packages/google/adk/tools/base_tool.py", line 129, in process_llm_request llm_request.append_tools([self]) ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^ File "/.foo/.venv/lib/python3.13/site-packages/google/adk/models/llm_request.py", line 255, in append_tools declaration = tool._get_declaration() File "/.foo/.venv/lib/python3.13/site-packages/google/adk/tools/mcp_tool/mcp_tool.py", line 200, in _get_declaration parameters = _to_gemini_schema(input_schema) File "/.foo/.venv/lib/python3.13/site-packages/google/adk/tools/_gemini_schema_util.py", line 218, in _to_gemini_schema json_schema=_ExtendedJSONSchema.model_validate(sanitized_schema), ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^ File "/.foo/.venv/lib/python3.13/site-packages/pydantic/main.py", line 716, in model_validate return cls.__pydantic_validator__.validate_python( ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^ obj, ^^^^ ...<5 lines>... by_name=by_name, ^^^^^^^^^^^^^^^^ ) ^ pydantic_core._pydantic_core.ValidationError: 1 validation error for _ExtendedJSONSchema properties.data.items.properties.model Input should be a valid dictionary or object to extract fields from [type=model_attributes_type, input_value=True, input_type=bool] For further information visit https://errors.pydantic.dev/2.12/v/model_attributes_type ``` **Solution:** Convert boolean schemas to `{"type": "object"}` as the closest approximation available in Gemini's schema model. Co-authored-by: Xuan Yang <xygoogle@google.com> COPYBARA_INTEGRATE_REVIEW=https://github.com/google/adk-python/pull/4531 from onematchfox:fix-gemini-schema-bool 383ac0c0c3ab78d77be4503f5d6b9ad26c41b0db PiperOrigin-RevId: 875219362