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f5b2917
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Parent(s):
0d84878
chore: update Gradio dependency to include MCP extras and version bump
Browse files- Modified `pyproject.toml` to specify Gradio with MCP extras and updated the version to 6.0.1.
- Updated `uv.lock` to reflect the new Gradio dependency structure and version.
- Made minor formatting adjustments in the MCP server documentation for clarity.
Files modified:
- pyproject.toml
- uv.lock
- docs/implementation/12_phase_mcp_server.md
- docs/implementation/12_phase_mcp_server.md +3 -3
- pyproject.toml +1 -1
- tests/unit/test_mcp_tools.py +200 -0
- uv.lock +14 -8
docs/implementation/12_phase_mcp_server.md
CHANGED
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@@ -808,12 +808,12 @@ Phase 12 is **COMPLETE** when:
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```
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┌────────────────────────────────────────────────────────────────┐
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-
│ Claude Desktop / Cursor
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-
│ (MCP Client)
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└─────────────────────────────┬──────────────────────────────────┘
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│ MCP Protocol
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▼
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-
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│ Gradio MCP Server │
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│ /gradio_api/mcp/ │
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│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌─────────┐ │
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```
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┌────────────────────────────────────────────────────────────────┐
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│ Claude Desktop / Cursor │
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│ (MCP Client) │
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└─────────────────────────────┬──────────────────────────────────┘
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│ MCP Protocol
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▼
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+
┌─────────────────────────────────────────────────────────────────┐
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│ Gradio MCP Server │
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│ /gradio_api/mcp/ │
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│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ ┌─────────┐ │
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pyproject.toml
CHANGED
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@@ -17,7 +17,7 @@ dependencies = [
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"beautifulsoup4>=4.12", # HTML parsing
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"xmltodict>=0.13", # PubMed XML -> dict
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# UI
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-
"gradio>=5.0", # Chat interface
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# Utils
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"python-dotenv>=1.0", # .env loading
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"tenacity>=8.2", # Retry logic
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"beautifulsoup4>=4.12", # HTML parsing
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"xmltodict>=0.13", # PubMed XML -> dict
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# UI
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"gradio[mcp]>=5.0.0", # Chat interface
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# Utils
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"python-dotenv>=1.0", # .env loading
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"tenacity>=8.2", # Retry logic
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tests/unit/test_mcp_tools.py
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@@ -0,0 +1,200 @@
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"""Unit tests for MCP tool wrappers."""
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+
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from unittest.mock import AsyncMock, patch
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import pytest
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from src.mcp_tools import (
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search_all_sources,
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search_biorxiv,
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search_clinical_trials,
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search_pubmed,
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)
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from src.utils.models import Citation, Evidence
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@pytest.fixture
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def mock_evidence() -> Evidence:
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"""Sample evidence for testing."""
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return Evidence(
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content="Metformin shows neuroprotective effects in preclinical models.",
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citation=Citation(
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source="pubmed",
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title="Metformin and Alzheimer's Disease",
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url="https://pubmed.ncbi.nlm.nih.gov/12345678/",
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date="2024-01-15",
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authors=["Smith J", "Jones M", "Brown K"],
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),
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relevance=0.85,
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)
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class TestSearchPubMed:
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"""Tests for search_pubmed MCP tool."""
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@pytest.mark.asyncio
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async def test_returns_formatted_string(self, mock_evidence: Evidence) -> None:
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"""Should return formatted markdown string."""
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with patch("src.mcp_tools._pubmed") as mock_tool:
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mock_tool.search = AsyncMock(return_value=[mock_evidence])
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result = await search_pubmed("metformin alzheimer", 10)
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assert isinstance(result, str)
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assert "PubMed Results" in result
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assert "Metformin and Alzheimer's Disease" in result
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assert "Smith J" in result
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+
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@pytest.mark.asyncio
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async def test_clamps_max_results(self) -> None:
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"""Should clamp max_results to valid range (1-50)."""
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with patch("src.mcp_tools._pubmed") as mock_tool:
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mock_tool.search = AsyncMock(return_value=[])
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# Test lower bound
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await search_pubmed("test", 0)
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mock_tool.search.assert_called_with("test", 1)
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# Test upper bound
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await search_pubmed("test", 100)
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mock_tool.search.assert_called_with("test", 50)
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+
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@pytest.mark.asyncio
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async def test_handles_no_results(self) -> None:
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"""Should return appropriate message when no results."""
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with patch("src.mcp_tools._pubmed") as mock_tool:
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mock_tool.search = AsyncMock(return_value=[])
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+
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result = await search_pubmed("xyznonexistent", 10)
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assert "No PubMed results found" in result
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+
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+
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+
class TestSearchClinicalTrials:
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"""Tests for search_clinical_trials MCP tool."""
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+
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@pytest.mark.asyncio
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async def test_returns_formatted_string(self, mock_evidence: Evidence) -> None:
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"""Should return formatted markdown string."""
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mock_evidence.citation.source = "clinicaltrials" # type: ignore
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+
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with patch("src.mcp_tools._trials") as mock_tool:
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mock_tool.search = AsyncMock(return_value=[mock_evidence])
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+
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result = await search_clinical_trials("diabetes", 10)
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assert isinstance(result, str)
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assert "Clinical Trials" in result
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+
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+
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class TestSearchBiorxiv:
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"""Tests for search_biorxiv MCP tool."""
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+
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+
@pytest.mark.asyncio
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async def test_returns_formatted_string(self, mock_evidence: Evidence) -> None:
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"""Should return formatted markdown string."""
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mock_evidence.citation.source = "biorxiv" # type: ignore
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+
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with patch("src.mcp_tools._biorxiv") as mock_tool:
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mock_tool.search = AsyncMock(return_value=[mock_evidence])
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+
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result = await search_biorxiv("preprint search", 10)
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assert isinstance(result, str)
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assert "Preprint Results" in result
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+
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+
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class TestSearchAllSources:
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"""Tests for search_all_sources MCP tool."""
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+
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@pytest.mark.asyncio
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async def test_combines_all_sources(self, mock_evidence: Evidence) -> None:
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"""Should combine results from all sources."""
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with (
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patch("src.mcp_tools.search_pubmed", new_callable=AsyncMock) as mock_pubmed,
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patch("src.mcp_tools.search_clinical_trials", new_callable=AsyncMock) as mock_trials,
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patch("src.mcp_tools.search_biorxiv", new_callable=AsyncMock) as mock_biorxiv,
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):
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mock_pubmed.return_value = "## PubMed Results"
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mock_trials.return_value = "## Clinical Trials"
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mock_biorxiv.return_value = "## Preprints"
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+
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result = await search_all_sources("metformin", 5)
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+
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assert "Comprehensive Search" in result
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assert "PubMed" in result
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assert "Clinical Trials" in result
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assert "Preprints" in result
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+
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+
@pytest.mark.asyncio
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async def test_handles_partial_failures(self) -> None:
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"""Should handle partial failures gracefully."""
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with (
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patch("src.mcp_tools.search_pubmed", new_callable=AsyncMock) as mock_pubmed,
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patch("src.mcp_tools.search_clinical_trials", new_callable=AsyncMock) as mock_trials,
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patch("src.mcp_tools.search_biorxiv", new_callable=AsyncMock) as mock_biorxiv,
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+
):
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mock_pubmed.return_value = "## PubMed Results"
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mock_trials.side_effect = Exception("API Error")
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+
mock_biorxiv.return_value = "## Preprints"
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+
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+
result = await search_all_sources("metformin", 5)
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+
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# Should still contain working sources
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+
assert "PubMed" in result
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+
assert "Preprints" in result
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+
# Should show error for failed source
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+
assert "Error" in result
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+
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+
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+
class TestMCPDocstrings:
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+
"""Tests that docstrings follow MCP format."""
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+
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| 153 |
+
def test_search_pubmed_has_args_section(self) -> None:
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| 154 |
+
"""Docstring must have Args section for MCP schema generation."""
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| 155 |
+
assert search_pubmed.__doc__ is not None
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| 156 |
+
assert "Args:" in search_pubmed.__doc__
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| 157 |
+
assert "query:" in search_pubmed.__doc__
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| 158 |
+
assert "max_results:" in search_pubmed.__doc__
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| 159 |
+
assert "Returns:" in search_pubmed.__doc__
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| 160 |
+
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+
def test_search_clinical_trials_has_args_section(self) -> None:
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| 162 |
+
"""Docstring must have Args section for MCP schema generation."""
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+
assert search_clinical_trials.__doc__ is not None
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+
assert "Args:" in search_clinical_trials.__doc__
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| 165 |
+
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| 166 |
+
def test_search_biorxiv_has_args_section(self) -> None:
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| 167 |
+
"""Docstring must have Args section for MCP schema generation."""
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+
assert search_biorxiv.__doc__ is not None
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+
assert "Args:" in search_biorxiv.__doc__
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| 170 |
+
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| 171 |
+
def test_search_all_sources_has_args_section(self) -> None:
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| 172 |
+
"""Docstring must have Args section for MCP schema generation."""
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+
assert search_all_sources.__doc__ is not None
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+
assert "Args:" in search_all_sources.__doc__
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+
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+
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+
class TestMCPTypeHints:
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"""Tests that type hints are complete for MCP."""
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+
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+
def test_search_pubmed_type_hints(self) -> None:
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"""All parameters and return must have type hints."""
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+
import inspect
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+
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+
sig = inspect.signature(search_pubmed)
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+
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+
# Check parameter hints
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| 187 |
+
assert sig.parameters["query"].annotation == str
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+
assert sig.parameters["max_results"].annotation == int
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| 189 |
+
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| 190 |
+
# Check return hint
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| 191 |
+
assert sig.return_annotation == str
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| 192 |
+
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| 193 |
+
def test_search_clinical_trials_type_hints(self) -> None:
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| 194 |
+
"""All parameters and return must have type hints."""
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| 195 |
+
import inspect
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| 196 |
+
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+
sig = inspect.signature(search_clinical_trials)
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| 198 |
+
assert sig.parameters["query"].annotation == str
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| 199 |
+
assert sig.parameters["max_results"].annotation == int
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assert sig.return_annotation == str
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uv.lock
CHANGED
|
@@ -1063,7 +1063,7 @@ source = { editable = "." }
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dependencies = [
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| 1064 |
{ name = "anthropic" },
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| 1065 |
{ name = "beautifulsoup4" },
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-
{ name = "gradio" },
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| 1067 |
{ name = "httpx" },
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| 1068 |
{ name = "openai" },
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| 1069 |
{ name = "pydantic" },
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@@ -1111,7 +1111,7 @@ requires-dist = [
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| 1111 |
{ name = "beautifulsoup4", specifier = ">=4.12" },
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{ name = "chromadb", marker = "extra == 'embeddings'", specifier = ">=0.4.0" },
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{ name = "chromadb", marker = "extra == 'modal'", specifier = ">=0.4.0" },
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-
{ name = "gradio", specifier = ">=5.0" },
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| 1115 |
{ name = "httpx", specifier = ">=0.27" },
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{ name = "llama-index", marker = "extra == 'modal'", specifier = ">=0.11.0" },
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| 1117 |
{ name = "llama-index-embeddings-openai", marker = "extra == 'modal'" },
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@@ -1568,7 +1568,7 @@ wheels = [
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|
| 1569 |
[[package]]
|
| 1570 |
name = "gradio"
|
| 1571 |
-
version = "
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| 1572 |
source = { registry = "https://pypi.org/simple" }
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dependencies = [
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| 1574 |
{ name = "aiofiles" },
|
|
@@ -1592,7 +1592,6 @@ dependencies = [
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{ name = "pydub" },
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{ name = "python-multipart" },
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{ name = "pyyaml" },
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-
{ name = "ruff" },
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{ name = "safehttpx" },
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{ name = "semantic-version" },
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{ name = "starlette" },
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|
@@ -1601,13 +1600,20 @@ dependencies = [
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{ name = "typing-extensions" },
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{ name = "uvicorn" },
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]
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wheels = [
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| 1605 |
-
{ url = "https://files.pythonhosted.org/packages/
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]
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[[package]]
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name = "gradio-client"
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| 1610 |
-
version = "
|
| 1611 |
source = { registry = "https://pypi.org/simple" }
|
| 1612 |
dependencies = [
|
| 1613 |
{ name = "fsspec" },
|
|
@@ -1615,10 +1621,10 @@ dependencies = [
|
|
| 1615 |
{ name = "huggingface-hub" },
|
| 1616 |
{ name = "packaging" },
|
| 1617 |
{ name = "typing-extensions" },
|
| 1618 |
-
{ name = "websockets" },
|
| 1619 |
]
|
|
|
|
| 1620 |
wheels = [
|
| 1621 |
-
{ url = "https://files.pythonhosted.org/packages/
|
| 1622 |
]
|
| 1623 |
|
| 1624 |
[[package]]
|
|
|
|
| 1063 |
dependencies = [
|
| 1064 |
{ name = "anthropic" },
|
| 1065 |
{ name = "beautifulsoup4" },
|
| 1066 |
+
{ name = "gradio", extra = ["mcp"] },
|
| 1067 |
{ name = "httpx" },
|
| 1068 |
{ name = "openai" },
|
| 1069 |
{ name = "pydantic" },
|
|
|
|
| 1111 |
{ name = "beautifulsoup4", specifier = ">=4.12" },
|
| 1112 |
{ name = "chromadb", marker = "extra == 'embeddings'", specifier = ">=0.4.0" },
|
| 1113 |
{ name = "chromadb", marker = "extra == 'modal'", specifier = ">=0.4.0" },
|
| 1114 |
+
{ name = "gradio", extras = ["mcp"], specifier = ">=5.0.0" },
|
| 1115 |
{ name = "httpx", specifier = ">=0.27" },
|
| 1116 |
{ name = "llama-index", marker = "extra == 'modal'", specifier = ">=0.11.0" },
|
| 1117 |
{ name = "llama-index-embeddings-openai", marker = "extra == 'modal'" },
|
|
|
|
| 1568 |
|
| 1569 |
[[package]]
|
| 1570 |
name = "gradio"
|
| 1571 |
+
version = "6.0.1"
|
| 1572 |
source = { registry = "https://pypi.org/simple" }
|
| 1573 |
dependencies = [
|
| 1574 |
{ name = "aiofiles" },
|
|
|
|
| 1592 |
{ name = "pydub" },
|
| 1593 |
{ name = "python-multipart" },
|
| 1594 |
{ name = "pyyaml" },
|
|
|
|
| 1595 |
{ name = "safehttpx" },
|
| 1596 |
{ name = "semantic-version" },
|
| 1597 |
{ name = "starlette" },
|
|
|
|
| 1600 |
{ name = "typing-extensions" },
|
| 1601 |
{ name = "uvicorn" },
|
| 1602 |
]
|
| 1603 |
+
sdist = { url = "https://files.pythonhosted.org/packages/65/13/f2bfe1237b8700f63e21c5e39f2843ac8346f7ba4525b582f30f40249863/gradio-6.0.1.tar.gz", hash = "sha256:5d02e6ac34c67aea26b938b8628c8f9f504871392e71f2db559ab8d6799bdf69", size = 36440914 }
|
| 1604 |
wheels = [
|
| 1605 |
+
{ url = "https://files.pythonhosted.org/packages/09/21/27ae5f4b2191a5d58707fc610e67453781a2b948a675a7cf06c99497ffa1/gradio-6.0.1-py3-none-any.whl", hash = "sha256:0f98dc8b414a3f3773cbf3caf5a354507c8ae309ed8266e2f30ca9fa53f379b8", size = 21559963 },
|
| 1606 |
+
]
|
| 1607 |
+
|
| 1608 |
+
[package.optional-dependencies]
|
| 1609 |
+
mcp = [
|
| 1610 |
+
{ name = "mcp" },
|
| 1611 |
+
{ name = "pydantic" },
|
| 1612 |
]
|
| 1613 |
|
| 1614 |
[[package]]
|
| 1615 |
name = "gradio-client"
|
| 1616 |
+
version = "2.0.0"
|
| 1617 |
source = { registry = "https://pypi.org/simple" }
|
| 1618 |
dependencies = [
|
| 1619 |
{ name = "fsspec" },
|
|
|
|
| 1621 |
{ name = "huggingface-hub" },
|
| 1622 |
{ name = "packaging" },
|
| 1623 |
{ name = "typing-extensions" },
|
|
|
|
| 1624 |
]
|
| 1625 |
+
sdist = { url = "https://files.pythonhosted.org/packages/cf/0a/906062fe0577c62ea6e14044ba74268ff9266fdc75d0e69257bddb7400b3/gradio_client-2.0.0.tar.gz", hash = "sha256:56b462183cb8741bd3e69b21db7d3b62c5abb03c2c2bb925223f1eb18f950e89", size = 315906 }
|
| 1626 |
wheels = [
|
| 1627 |
+
{ url = "https://files.pythonhosted.org/packages/07/5b/789403564754f1eba0273400c1cea2c155f984d82458279154977a088509/gradio_client-2.0.0-py3-none-any.whl", hash = "sha256:77bedf20edcc232d8e7986c1a22165b2bbca1c7c7df10ba808a093d5180dae18", size = 315180 },
|
| 1628 |
]
|
| 1629 |
|
| 1630 |
[[package]]
|