From 043e0d51e1bd1aa2ebbdd7b9a569b4b798adf0bd Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:20:36 +0000 Subject: [PATCH 01/14] Initialize Python project with uv and FastMCP Set up project configuration using uv as the package manager. Define dependencies (fastmcp) and dev dependencies (pytest, coverage, ruff). Configure Ruff linter with Google-style docstrings. Target Python 3.14. --- .python-version | 1 + fastmcp.json | 7 ++++++ pyproject.toml | 65 +++++++++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 73 insertions(+) create mode 100644 .python-version create mode 100644 fastmcp.json create mode 100644 pyproject.toml diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..6324d40 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.14 diff --git a/fastmcp.json b/fastmcp.json new file mode 100644 index 0000000..478360f --- /dev/null +++ b/fastmcp.json @@ -0,0 +1,7 @@ +{ + "$schema": "https://gofastmcp.com/public/schemas/fastmcp.json/v1.json", + "source": { + "path": "main.py", + "entrypoint": "mcp" + } +} \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..143c8fe --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,65 @@ +[project] +name = "cover-mcp" +version = "0.1.0" +description = "An MCP server exposing Diffblue Cover's create tool for writing Java unit tests" +readme = "README.md" +requires-python = ">=3.14" +dependencies = [ + "fastmcp>=2.13.0.2", + "starlette>=0.49.1", # the default version in fastmcp is vulnerable to https://github.com/advisories/GHSA-7f5h-v6xp-fcq8 +] + +[dependency-groups] +dev = [ + "coverage>=7.11.0", + "gevent>=25.9.1", + "pytest>=8.4.2", + "pytest-asyncio>=1.2.0", + "ruff>=0.14.2", +] + +[tool.coverage.report] +fail_under = "80" # percent coverage +omit = ["test/*"] + +[tool.ruff] +line-length = 120 + +[tool.ruff.lint] +extend-select = [ + # for specific definitions of the rulesets, + # see the documentation: https://docs.astral.sh/ruff/rules/ + # pycodestyle + "E", + "W", + # Pyflakes + "F", + # pyupgrade + "UP", + # flake8-async + "ASYNC", + # flake8-bugbear + "B", + # flake8-pytest-style + "PT", + # flake8-simplify + "SIM", + # flake8-unused-arguments + "ARG", + # flake8-use-pathlib + "PTH", + # isort + "I", + # pydocstyle + "D", + # pylint + "PL" +] + +[tool.ruff.lint.per-file-ignores] +# Ignore some rules everywhere except for the `src/` directory. +"!src/**.py" = ["D", "S", "ARG"] + + +[tool.ruff.lint.pydocstyle] +convention = "google" From 183be484d7735d4764485319b103f03d64bec774 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:21:01 +0000 Subject: [PATCH 02/14] Migrate MCP server implementation to FastMCP Replace custom MCP server with FastMCP-based implementation. Create covermcp package with modular architecture: - server.py: FastMCP tool definitions and dcover executable discovery - executor.py: Process execution with real-time streaming and timeout handling Implement 'create' tool with support for entry points, custom paths, and environment variable configuration (DIFFBLUE_COVER_CLI, DIFFBLUE_COVER_OPTIONS). --- covermcp/__init__.py | 22 +++++ covermcp/executor.py | 106 +++++++++++++++++++++++ covermcp/server.py | 202 +++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 330 insertions(+) create mode 100644 covermcp/__init__.py create mode 100644 covermcp/executor.py create mode 100644 covermcp/server.py diff --git a/covermcp/__init__.py b/covermcp/__init__.py new file mode 100644 index 0000000..b67a755 --- /dev/null +++ b/covermcp/__init__.py @@ -0,0 +1,22 @@ +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""CoverMCP. + +An experimental MCP server for invoking Diffblue Cover. +""" + +__all__ = ["mcp", "create"] + +from covermcp.server import create, mcp diff --git a/covermcp/executor.py b/covermcp/executor.py new file mode 100644 index 0000000..5d1e574 --- /dev/null +++ b/covermcp/executor.py @@ -0,0 +1,106 @@ +"""Functions for interacting with system process execution.""" + +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import contextlib +import time +from collections.abc import Iterator +from pathlib import Path +from subprocess import PIPE, STDOUT, CalledProcessError, Popen, TimeoutExpired +from typing import Final + +CLEANUP_TIMEOUT: Final[int] = 5 + + +def execute(command: list[str], working_dir: Path, timeout: int | None) -> Iterator[str]: + """Execute the given command in the working directory with real-time output streaming. + + Executes a command and yields output lines as they are produced. Stdout and stderr + are combined into a single stream. The timeout applies to the entire execution, + not just the final wait. + + Args: + command: The command and arguments to execute (e.g., ['dcover', 'create', '--batch']) + working_dir: The directory to execute the command in + timeout: Maximum time in seconds to wait for command completion, or None for no timeout + + Yields: + str: Output lines from the command (stdout and stderr combined), with trailing + newlines removed. Lines are yielded in real-time as the process produces them. + + Raises: + CalledProcessError: If command returns non-zero exit code + TimeoutExpired: If command exceeds timeout duration + OSError: If command cannot be executed (e.g., executable not found) + + Example: + >>> for line in execute(['echo', 'hello'], Path.cwd(), 10): + ... print(f"Output: {line}") + Output: hello + """ + + process = Popen( + command, + cwd=working_dir, + stdout=PIPE, + stderr=STDOUT, + text=True, + ) + + start_time = time.time() if timeout is not None else None + + try: + for line in process.stdout: + if timeout is not None and (time.time() - start_time) > timeout: + cleanup_process(process) + raise TimeoutExpired(command, timeout) + + yield line.rstrip("\n\r") + + if timeout is not None: + elapsed = time.time() - start_time + # noinspection PyTypeChecker + remaining = max(0, timeout - elapsed) + if remaining <= 0: + cleanup_process(process) + raise TimeoutExpired(command, timeout) + process.wait(timeout=remaining) + else: + process.wait() + + if process.returncode != 0: + raise CalledProcessError(process.returncode, command) + + except TimeoutExpired: + cleanup_process(process) + raise + except Exception: + if process.poll() is None: + cleanup_process(process) + raise + + +def cleanup_process(process: Popen[str]): + """Forcefully terminate a subprocess and wait (briefly) for cleanup. + + Kills the process and waits up to CLEANUP_TIMEOUT seconds for termination. + Suppresses timeout exceptions to avoid masking the original error during + cleanup operations. + + Args: + process: The subprocess to terminate. + """ + process.kill() + with contextlib.suppress(TimeoutExpired): + process.wait(timeout=CLEANUP_TIMEOUT) diff --git a/covermcp/server.py b/covermcp/server.py new file mode 100644 index 0000000..a9c7502 --- /dev/null +++ b/covermcp/server.py @@ -0,0 +1,202 @@ +"""MCP server for Diffblue Cover test generation. + +This module provides a FastMCP server that exposes Diffblue Cover's test generation +capabilities through the Model Context Protocol. It allows LLMs to invoke Diffblue Cover +to automatically generate unit tests for Java projects. + +The server exposes a 'create' tool that wraps the dcover CLI, providing configurable +test generation with options for fuzzing, verification, and batch processing. + +Environment Variables: + DIFFBLUE_COVER_CLI: Path to the dcover executable (optional if dcover is on PATH) + DIFFBLUE_COVER_OPTIONS: Override options for the create command +""" + +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from __future__ import annotations + +import os +import shlex +import shutil +import subprocess +from collections.abc import Callable, Iterator +from pathlib import Path +from typing import Annotated, Any, Final + +from fastmcp import Context, FastMCP +from fastmcp.exceptions import ToolError + +from covermcp import executor + +# Configuration constants +# These define environment variable names and default values for Diffblue Cover execution. + +DIFFBLUE_COVER_CLI: Final[ + Annotated[str, "The name of the environment variable containing the path to the Diffblue Cover CLI"] +] = "DIFFBLUE_COVER_CLI" + +DIFFBLUE_COVER_OPTIONS: Final[ + Annotated[ + str, + ( + "The name of the environment variable containing options for the create command, " + "overriding those obtained by the LLM" + ), + ] +] = "DIFFBLUE_COVER_OPTIONS" + +DEFAULT_WORKING_DIRECTORY: Final[Annotated[Path, "The path to the root of the project"]] = Path.cwd() +DEFAULT_TIMEOUT: Final[ + Annotated[int, "The default timeout (in seconds) for us to wait for the dcover process to finish"] +] = 600 + +# make the executor function type easier to read and understand +ExecutorFunc: type = Callable[[list[str], Path, int | None], Iterator[str]] + +# module-level to allow for testing the arguments supplied to dcover. +execute: Annotated[ExecutorFunc, "How to execute system commands."] = executor.execute + +# module-level to allow fastmcp to find the configured server. +mcp: Annotated[FastMCP[Any], "The global MCP server"] = FastMCP("DiffblueCover") + + +@mcp.tool() +# Ignore "too many parameters for a method" check +async def create( # noqa: PLR0913 + path: Annotated[str | None, "The path to the dcover executable"] = None, + working_directory: Annotated[Path, "The directory containing the project"] = DEFAULT_WORKING_DIRECTORY, + dcover_timeout: Annotated[ + int | None, "The maximum time in seconds to wait for dcover to create tests." + ] = DEFAULT_TIMEOUT, + entry_points: Annotated[ + list[str] | None, + "The list of package names, class names, and/or methods to write tests for. " + "The entries here should be fully qualified, in other words you must include " + "the package and class names when specifying a method name.", + ] = None, + ctx: Annotated[Context | None, "The MCP Server Context"] = None, +) -> object: + """Invoke Diffblue Cover to generate unit tests for Java code. + + This tool executes the dcover CLI to automatically generate JUnit tests for the + specified Java classes, methods, or packages. It supports various configuration + options to control the test generation process. + + Args: + path: Path to the dcover executable. If not provided, searches system PATH + and the DIFFBLUE_COVER_CLI environment variable. + working_directory: Root directory of the Java project to test. Defaults to + the current working directory. + dcover_timeout: Maximum execution time in seconds. Defaults to 600. Set to None + for no timeout (not recommended). + entry_points: List of fully-qualified Java targets (packages, classes, or methods) + to generate tests for. Examples: ['com.example.MyClass', + 'com.example.MyClass.myMethod']. If None, tests entire project. + ctx: MCP server context for logging and progress reporting (auto-injected by FastMCP). + + Returns: + dict: Execution result containing: + - return_code (int): Exit code (0 for success) + - status (str): "success" if completed without errors + - output (str): Complete stdout/stderr from dcover + - command (list[str]): The exact command that was executed + - working_directory (Path): Directory where command was run + + Raises: + ToolError: If dcover executable not found, command fails, or timeout exceeded. + The error includes the partial output collected before failure. + + Note: + If DIFFBLUE_COVER_OPTIONS environment variable is set, it overrides all + option parameters (batch, skip_verification, etc.) except path, working_directory, + timeout, and entry_points. + + This tool requires a valid Diffblue Cover license. See: + https://docs.diffblue.com/features/cover-cli/commands-and-arguments#create-tests + """ + + # We'll assume that the path and directories exist + + path = find_dcover_executable(path) + + command = [path, "create", "--batch"] + + options = os.getenv(DIFFBLUE_COVER_OPTIONS) + if options is not None and len(options) > 0: + await ctx.debug(f"{DIFFBLUE_COVER_OPTIONS} provided in environment variable") + command.extend(shlex.split(options)) + + entry_points = [x.strip() for x in entry_points if x.strip()] if entry_points else [] + if entry_points: + command.extend(entry_points) + + cmd = " ".join(command) + await ctx.debug(f"Running: {cmd}") + await ctx.debug(f"Working directory: {working_directory}") + await ctx.debug(f"Timeout: {dcover_timeout}s") + + output_lines = [] + try: + for line in execute(command, working_directory, dcover_timeout): + output_lines.append(line) + await ctx.debug(line) + await ctx.report_progress(progress=len(output_lines)) + return { + "return_code": 0, + "status": "success", + "output": "\n".join(output_lines), + "command": command, + "working_directory": working_directory, + } + except (subprocess.CalledProcessError, subprocess.TimeoutExpired) as e: + raise ToolError(str(e), "\n".join(output_lines)) from e + + +def find_dcover_executable(provided: str | None) -> str: + """Locate the dcover executable using multiple discovery strategies. + + Searches for the dcover CLI executable in the following priority order: + 1. The explicitly provided path parameter + 2. System PATH (via shutil.which) + 3. DIFFBLUE_COVER_CLI environment variable + + Args: + provided: Explicit path to dcover executable, or None to search automatically. + + Returns: + str: Absolute or relative path to the dcover executable. + + Raises: + ToolError: If dcover cannot be found through any method. + + Example: + >>> find_dcover_executable("/opt/diffblue/dcover") + '/opt/diffblue/dcover' + >>> find_dcover_executable(None) # Falls back to PATH search + '/usr/local/bin/dcover' + """ + environment = os.getenv(DIFFBLUE_COVER_CLI) + path = shutil.which("dcover") + + for p in [provided, path, environment]: + if p is None or not p: + continue + return p + raise ToolError( + "Cannot find dcover executable. " + "Ensure dcover is in PATH, provide explicit path, " + f"or set {DIFFBLUE_COVER_CLI} environment variable." + ) From f20ac3544539fea9c3d9b172417062dba6e604ad Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:21:25 +0000 Subject: [PATCH 03/14] Add MCP server entry point Create main.py to run the FastMCP server, allowing LLMs to interact with the Diffblue Cover tools defined in covermcp.server. --- main.py | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 main.py diff --git a/main.py b/main.py new file mode 100644 index 0000000..b7479d1 --- /dev/null +++ b/main.py @@ -0,0 +1,6 @@ +"""Run the MCP server, allowing LLMs (e.g. Claude) to interact with the tools defined in the covermcp module.""" + +from covermcp.server import mcp + +if __name__ == "__main__": + mcp.run() From 1c1aaf4878bcd67d451a7e8efbac562472592efc Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:21:47 +0000 Subject: [PATCH 04/14] Add comprehensive test suite Implement unit tests for server and executor modules using pytest. Configure coverage reporting to track test coverage. --- test/__init__.py | 13 ++ test/test_executor.py | 275 ++++++++++++++++++++++++++++++++++++++++++ test/test_server.py | 175 +++++++++++++++++++++++++++ 3 files changed, 463 insertions(+) create mode 100644 test/__init__.py create mode 100644 test/test_executor.py create mode 100644 test/test_server.py diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..a2b2357 --- /dev/null +++ b/test/__init__.py @@ -0,0 +1,13 @@ +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/test/test_executor.py b/test/test_executor.py new file mode 100644 index 0000000..09d134f --- /dev/null +++ b/test/test_executor.py @@ -0,0 +1,275 @@ +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from pathlib import Path +from subprocess import CalledProcessError, TimeoutExpired +from unittest.mock import Mock, patch + +import pytest + +from covermcp.executor import cleanup_process, execute + + +@pytest.fixture +def mock_streaming_popen(monkeypatch): + mock_process = Mock() + + mock_process.stdout = iter(["line 1\n", "line 2\n", "line 3\n"]) + mock_process.returncode = 0 + mock_process.poll = Mock(return_value=None) + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + return mock_popen, mock_process + + +@pytest.fixture +def mock_failed_streaming_popen(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["error line 1\n", "error line 2\n"]) + mock_process.returncode = 1 + mock_process.poll = Mock(return_value=1) + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + return mock_popen, mock_process + + +def test_execute_successful_command(mock_streaming_popen): + mock_popen, mock_process = mock_streaming_popen + + command = ["echo", "hello"] + working_dir = Path("/tmp") + timeout = 600 + + result = list(execute(command, working_dir, timeout)) + + assert result == ["line 1", "line 2", "line 3"] + + mock_popen.assert_called_once_with( + command, + cwd=working_dir, + stdout=-1, + stderr=-2, + text=True, + ) + + mock_process.wait.assert_called_once() + + +def test_execute_successful_command_no_timeout(mock_streaming_popen): + mock_popen, mock_process = mock_streaming_popen + + command = ["echo", "hello"] + working_dir = Path("/tmp") + + result = list(execute(command, working_dir, None)) + + assert result == ["line 1", "line 2", "line 3"] + mock_process.wait.assert_called_once_with() + + +def test_execute_failed_command(mock_failed_streaming_popen): + mock_popen, mock_process = mock_failed_streaming_popen + + command = ["false"] + working_dir = Path("/tmp") + + with pytest.raises(CalledProcessError) as exc_info: + list(execute(command, working_dir, 600)) + + assert exc_info.value.returncode == 1 + assert exc_info.value.cmd == command + + mock_process.wait.assert_called_once() + + +def test_execute_strips_newlines(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["line 1\n", "line 2\r\n", "line 3"]) + mock_process.returncode = 0 + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + result = list(execute(["test"], Path("/tmp"), 600)) + + assert result == ["line 1", "line 2", "line 3"] + + +def test_execute_with_empty_output(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter([]) + mock_process.returncode = 0 + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + result = list(execute(["true"], Path("/tmp"), 600)) + + assert result == [] + + +def test_execute_preserves_empty_lines(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["line 1\n", "\n", "line 3\n"]) + mock_process.returncode = 0 + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + result = list(execute(["test"], Path("/tmp"), 600)) + + assert result == ["line 1", "", "line 3"] + + +def test_execute_timeout_after_streaming(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["line 1\n"]) + mock_process.wait = Mock(side_effect=TimeoutExpired(["test"], 5)) + mock_process.poll = Mock(return_value=None) + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + mock_cleanup = Mock() + monkeypatch.setattr("covermcp.executor.cleanup_process", mock_cleanup) + + start_time = 1000.0 + with patch("covermcp.executor.time.time", return_value=start_time), pytest.raises(TimeoutExpired): + list(execute(["test"], Path("/tmp"), 600)) + + mock_cleanup.assert_called_once() + + +def test_execute_timeout_with_no_remaining_time(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["line 1\n"]) + mock_process.poll = Mock(return_value=None) + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + mock_cleanup = Mock() + monkeypatch.setattr("covermcp.executor.cleanup_process", mock_cleanup) + + start_time = 1000.0 + times = [start_time, start_time + 0.1, start_time + 600.1] + with patch("covermcp.executor.time.time", side_effect=times), pytest.raises(TimeoutExpired) as exc_info: + list(execute(["test"], Path("/tmp"), 600)) + + assert exc_info.value.timeout == 600 # noqa: PLR2004 + mock_cleanup.assert_called_with(mock_process) + + +def test_execute_cleans_up_on_exception(monkeypatch): + mock_process = Mock() + + def failing_generator(): + yield "line 1\n" + raise RuntimeError("Simulated error") + + mock_process.stdout = failing_generator() + mock_process.poll = Mock(return_value=None) + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + mock_cleanup = Mock() + monkeypatch.setattr("covermcp.executor.cleanup_process", mock_cleanup) + + with pytest.raises(RuntimeError, match="Simulated error"): + list(execute(["test"], Path("/tmp"), 600)) + + mock_cleanup.assert_called_once_with(mock_process) + + +def test_execute_cleanup_only_if_process_running(monkeypatch): + mock_process = Mock() + + def failing_generator(): + yield "line 1\n" + raise RuntimeError("Simulated error") + + mock_process.stdout = failing_generator() + mock_process.poll = Mock(return_value=0) + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + mock_cleanup = Mock() + monkeypatch.setattr("covermcp.executor.cleanup_process", mock_cleanup) + + with pytest.raises(RuntimeError): + list(execute(["test"], Path("/tmp"), 600)) + + mock_cleanup.assert_not_called() + + +def test_cleanup_process_kills_and_waits(): + mock_process = Mock() + mock_process.kill = Mock() + mock_process.wait = Mock() + + cleanup_process(mock_process) + + mock_process.kill.assert_called_once() + mock_process.wait.assert_called_once_with(timeout=5) + + +def test_cleanup_process_handles_timeout_gracefully(): + mock_process = Mock() + mock_process.kill = Mock() + mock_process.wait = Mock(side_effect=TimeoutExpired(["test"], 5)) + + cleanup_process(mock_process) + + mock_process.kill.assert_called_once() + mock_process.wait.assert_called_once() + + +def test_execute_with_very_long_lines(monkeypatch): + mock_process = Mock() + long_line = "x" * 10000 + mock_process.stdout = iter([f"{long_line}\n"]) + mock_process.returncode = 0 + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + result = list(execute(["test"], Path("/tmp"), 600)) + + assert result == [long_line] + + +def test_execute_with_unicode_output(monkeypatch): + mock_process = Mock() + mock_process.stdout = iter(["Hello ไธ–็•Œ\n", "Emoji: ๐ŸŽ‰\n"]) + mock_process.returncode = 0 + mock_process.wait = Mock() + + mock_popen = Mock(return_value=mock_process) + monkeypatch.setattr("covermcp.executor.Popen", mock_popen) + + result = list(execute(["test"], Path("/tmp"), 600)) + + assert result == ["Hello ไธ–็•Œ", "Emoji: ๐ŸŽ‰"] diff --git a/test/test_server.py b/test/test_server.py new file mode 100644 index 0000000..925448f --- /dev/null +++ b/test/test_server.py @@ -0,0 +1,175 @@ +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import logging +import shutil +import subprocess +from pathlib import Path +from unittest import mock + +import pytest +from fastmcp import Client +from fastmcp.exceptions import ToolError +from fastmcp.utilities.tests import caplog_for_fastmcp + +from covermcp import server +from covermcp.server import DEFAULT_TIMEOUT + + +@pytest.fixture +def mock_happy_path_execution(monkeypatch): + mock_execution = mock.Mock(return_value=iter(["line 1", "line 2"])) + monkeypatch.setattr(server, "execute", mock_execution) + return mock_execution + + +@pytest.fixture +def mock_exceptional_execution(monkeypatch): + mock_execution = mock.Mock(side_effect=subprocess.CalledProcessError(42, "dummy exception")) + monkeypatch.setattr(server, "execute", mock_execution) + return mock_execution + + +@pytest.fixture +def mock_overridden_execution(monkeypatch): + monkeypatch.setenv("DIFFBLUE_COVER_OPTIONS", "--foo --bar=baz") + + +@pytest.mark.asyncio +async def test_dcover_default_create_options(mock_happy_path_execution): + async with Client(server.mcp) as client: + result = await client.call_tool("create", arguments={"path": Path("path", "to", "dcover")}) + assert result is not None + + mock_happy_path_execution.assert_called_once_with( + [str(Path("path", "to", "dcover")), "create", "--batch"], + Path(result.data["working_directory"]), + DEFAULT_TIMEOUT, + ) + assert "command" in result.data + + assert "working_directory" in result.data + assert Path(result.data["working_directory"]) == Path.cwd() + + assert "return_code" in result.data + assert result.data["return_code"] == 0 + + assert "status" in result.data + assert result.data["status"] == "success" + + assert "output" in result.data + assert "line 1" in result.data["output"] + assert "line 2" in result.data["output"] + + +@pytest.mark.asyncio +async def test_dcover_with_entry_points(mock_happy_path_execution): + async with Client(server.mcp) as client: + result = await client.call_tool( + "create", + arguments={"path": Path("path", "to", "dcover"), "entry_points": ["entrypoint1", "entrypoint2"]}, + ) + assert result is not None + + mock_happy_path_execution.assert_called_once_with( + [str(Path("path", "to", "dcover")), "create", "--batch", "entrypoint1", "entrypoint2"], + Path(result.data["working_directory"]), + DEFAULT_TIMEOUT, + ) + assert "command" in result.data + + assert "working_directory" in result.data + assert Path(result.data["working_directory"]) == Path.cwd() + + assert "return_code" in result.data + assert result.data["return_code"] == 0 + + assert "status" in result.data + assert result.data["status"] == "success" + + assert "output" in result.data + assert "line 1" in result.data["output"] + assert "line 2" in result.data["output"] + + +@pytest.mark.asyncio +async def test_dcover_env_create_options(mock_overridden_execution, mock_happy_path_execution): + async with Client(server.mcp) as client: + result = await client.call_tool("create", arguments={"path": Path("path", "to", "dcover")}) + assert result is not None + + assert "command" in result.data + + mock_happy_path_execution.assert_called_once_with( + [str(Path("path", "to", "dcover")), "create", "--batch", "--foo", "--bar=baz"], + Path(result.data["working_directory"]), + DEFAULT_TIMEOUT, + ) + assert "working_directory" in result.data + assert Path(result.data["working_directory"]) == Path.cwd() + + assert "return_code" in result.data + assert result.data["return_code"] == 0 + + assert "status" in result.data + assert result.data["status"] == "success" + + assert "output" in result.data + assert "line 1" in result.data["output"] + assert "line 2" in result.data["output"] + + +@pytest.mark.asyncio +async def test_dcover_executable_not_found(mock_exceptional_execution, caplog): + # the FastMCP server has some rich logging of errors and includes the ToolError that we deliberately throw + # during the test. To avoid confusion we change the logging level for this test to something above ERROR + with caplog.at_level(logging.CRITICAL, logger="fastmcp"): + caplog_for_fastmcp(caplog) + + async with Client(server.mcp) as client: + with pytest.raises(ToolError): + await client.call_tool( + "create", + arguments={ + "path": Path("path", "to", "dcover"), + "working_directory": Path("path", "to", "project"), + }, + ) + + mock_exceptional_execution.assert_called_once_with( + [str(Path("path", "to", "dcover")), "create", "--batch"], Path(Path("path", "to", "project")), 600 + ) + + +def test_find_dcover_executable(monkeypatch): + monkeypatch.setenv("DIFFBLUE_COVER_CLI", str(Path("path", "to", "env", "dcover"))) + + with monkeypatch.context() as m: + m.setattr(shutil, "which", lambda *args: str(Path("path", "to", "system", "dcover"))) + assert server.find_dcover_executable("foo") == "foo" + assert server.find_dcover_executable(None) == str(Path("path", "to", "system", "dcover")) + + with monkeypatch.context() as m: + m.setattr(shutil, "which", lambda *args: "") + assert server.find_dcover_executable(None) == str(Path("path", "to", "env", "dcover")) + + with monkeypatch.context() as m: + m.setattr(shutil, "which", lambda *args: None) + assert server.find_dcover_executable(None) == str(Path("path", "to", "env", "dcover")) + + monkeypatch.delenv("DIFFBLUE_COVER_CLI", raising=False) + with monkeypatch.context() as m: + m.setattr(shutil, "which", lambda *args: None) + with pytest.raises(ToolError): + server.find_dcover_executable(None) From fa2791f2cb9f1411850697d49368b39f4e0cafe7 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:22:12 +0000 Subject: [PATCH 05/14] Update documentation for FastMCP-based architecture Rewrite README to focus on FastMCP installation and usage. Add sections for: - Installation via fastmcp install for multiple LLM clients - Environment variable configuration - Development workflow with MCP Inspector - Testing and linting instructions Remove outdated manual MCP configuration instructions. --- README.md | 295 +++++++++++++++++------------------------------------- 1 file changed, 94 insertions(+), 201 deletions(-) diff --git a/README.md b/README.md index df45576..394bf51 100644 --- a/README.md +++ b/README.md @@ -1,250 +1,143 @@ # **MCP Server for Diffblue Cover CLI** -This repository provides a **Model Context Protocol (MCP) Server** -for the Diffblue Cover CLI tool (`dcover`), making it -callable and manageable by various AI development environments that -adhere to the MCP specification (like the Gemini CLI). +This repository provides a **Model Context Protocol (MCP) Server** for the Diffblue Cover CLI tool (`dcover`), making +it callable and manageable by various AI development environments that adhere to the MCP specification (like the +Gemini CLI). -## **Core Component: The MCP Server (mcp\_diffblue\_server.py)** +## **Core Component: The MCP Server `covermcp/server.py`** The Python script serves as the universal adapter for the `dcover create` command. -### **Server Logic Overview** - -1. **Input:** Reads a JSON payload from stdin containing the MCP request. -2. **Context Extraction:** Extracts the required `id` and the `working_directory` (usually found in the `params.context` field). -3. **Execution:** Executes the shell command `dcover create` using the extracted working directory as the context (`cwd`). -4. **Output:** Constructs an MCP-compliant JSON response, including the execution status, return_code, stdout, and stderr. -5. **Return:** Writes the final JSON response to stdout. - ## **Prerequisites** Before configuring the server with any host environment, ensure you have the following installed: 1. **Diffblue Cover CLI:** The`dcover` command must be installed and accessible in your system's `PATH`. - * You can verify this by running `dcover version` in your terminal. -2. **Python 3:** The MCP server script is written in Python. + * You can verify this by running `dcover version` in your terminal. +2. **uv:** A Python project and package manager (https://docs.astral.sh/uv/) -## **Tool Integration and Setup** +## **Installing the MCP server** -To use this MCP server, you must provide your host AI environment (e.g., Gemini CLI, Claude Code, Windsurf, Devin) with a configuration that tells it how to invoke the Python script. +The project uses [FastMCP](https://gofastmcp.com/getting-started/welcome) to develop and deploy the MCP server. To +install this server, you can use `uv run fastmcp install claude-code --server-spec main.py` (for example), other +LLM tools are supported out of the box: -### **1. Configuration for Gemini CLI (via Extension Manifest)** +```bash +$ uv run fastmcp install --help +Usage: fastmcp install COMMAND -The Gemini CLI uses a JSON manifest file to register external tools. This process is straightforward and allows the model to recommend or execute the tool command directly. +Install MCP servers in various clients and formats. -#### **Step 1: Create the Extension Manifest** - -Create a file named **diffblue-cover.json** in the same directory as -your Python script. +โ•ญโ”€ Commands โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ +โ”‚ claude-code Install an MCP server in Claude Code. โ”‚ +โ”‚ claude-desktop Install an MCP server in Claude Desktop. โ”‚ +โ”‚ cursor Install an MCP server in Cursor. โ”‚ +โ”‚ gemini-cli Install an MCP server in Gemini CLI. โ”‚ +โ”‚ mcp-json Generate MCP configuration JSON for manual installation. โ”‚ +โ•ฐโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ ``` -{ - "name": "Diffblue Cover", - "command": "dcover_create", - "description": "Generate unit tests using Diffblue Cover CLI.", - "executable": "python", - "args": ["mcp_diffblue_server.py"], - "response_schema": { - "type": "object", - "properties": { - "stdout": { "type": "string" }, - "stderr": { "type": "string" }, - "return_code": { "type": "number" } - } - } -} -``` -| | Field | Description | -| :---- | :---- | :---- | -| | name | The friendly name of the tool. | -| | command | The actual command/verb you will use in the Gemini CLI (e.g., `/dcover_create`). | -| | executable | The program used to run the script (e.g., python). | -| | args | Arguments passed to the executable (`mcp_diffblue_server.py`). | -| | response\_schema | Defines the structure of the result object returned by the server. | - -#### **Step 2: Install the Extension** - -Assuming both files are in a folder named diffblue-extension, install -it using the Gemini CLI command: -``` -# Navigate to the directory containing your extension files -cd /path/to/diffblue-extension - -# Install the extension using its JSON manifest file -gemini extensions install ./diffblue-cover.json -``` - -#### **Usage** - -You can now instruct the model to use the tool in your chat prompt: -"I need unit tests for the current working directory. Please run the Diffblue Cover tool." -The Gemini CLI will execute the tool command `/dcover\_create`. -### 2. Configuration for Claude Code +This command will install the MCP server for _all_ projects, which you may not want. If this is the case, then you can +be targeted in your installation if you use the `mcp-json` option to augment a `.mcp.json` file in the project: -Claude Code supports external tools through MCP-compatible manifest files. By registering Diffblue Cover as a tool, you can have Claude invoke it directly during coding sessions. - -#### Step 1: Create the MCP Tool Manifest - -Create a file named **diffblue-cover.mcp.json** in the same directory as your Python script: - -``` +```json { - "name": "Diffblue Cover", - "command": "dcover_create", - "description": "Generate unit tests using Diffblue Cover CLI.", - "executable": "python", - "args": ["mcp_diffblue_server.py"], - "response_schema": { - "type": "object", - "properties": { - "stdout": { "type": "string" }, - "stderr": { "type": "string" }, - "return_code": { "type": "number" } + "mcpServers": { + "Diffblue Cover": { + "command": "uv", + "args": [ + "run", + "--with", + "fastmcp", + "fastmcp", + "run", + "/path/to/cover-mcp/main.py" + ] } } } ``` -| Field | Description | -| :---- | :---- | -| **name** | Friendly name for the tool. | -| **command** | The command name Claude Code will recognize, e.g., `/dcover_create`. | -| **description** | Description shown when Claude suggests or executes the tool. | -| **executable** | The runtime used to start the MCP server (`python`). | -| **args** | Arguments passed to the executable (`mcp_diffblue_server.py`). | -| **response_schema** | Defines the expected response structure from the Diffblue MCP server. | - -#### Step 2: Register the Tool in Claude Code - -Move your manifest to Claude's local MCP tools directory: -``` -mv diffblue-cover.mcp.json ~/.claude/mcp/tools/ -``` - -#### Step 3: Restart Claude Code - -Restart Claude Code to detect and load the new MCP tool: -``` -claude restart -``` - -#### Usage +This also allows you to specify environment variables. Currently, there are two that you can specify: -Once configured, you can ask Claude Code to generate tests automatically: -> "Generate unit tests for my current project using Diffblue Cover." +* `DIFFBLUE_COVER_CLI` : the location of the installed `dcover` command line +* `DIFFBLUE_COVER_OPTIONS` : use these `dcover` options as well as those supplied by the LLM -Claude Code will execute the `/dcover_create` command and return the results generated by the Diffblue Cover MCP server. +To use these variables in the `.mcp.json` file above, you would do so like this: -### 3. Configuration for Devin - -Devin supports custom MCP tools through manifest files, allowing it to execute external commands such as Diffblue Cover via its MCP infrastructure. - -#### Step 1: Create the MCP Tool Manifest - -Create a file named **diffblue-cover.mcp.json** in the same directory as your Python script: - -``` +```json { - "name": "Diffblue Cover", - "command": "dcover_create", - "description": "Generate unit tests using Diffblue Cover CLI.", - "executable": "python", - "args": ["mcp_diffblue_server.py"], - "response_schema": { - "type": "object", - "properties": { - "stdout": { "type": "string" }, - "stderr": { "type": "string" }, - "return_code": { "type": "number" } + "mcpServers": { + "Diffblue Cover": { + "command": "uv", + "args": [ + "run", + "--with", + "fastmcp", + "fastmcp", + "run", + "/path/to/cover-mcp/main.py" + ], + "env": { + "DIFFBLUE_COVER_CLI": "/path/to/dcover", + "DIFFBLUE_COVER_OPTIONS": "--verbose --active-profiles=test" + } } } } ``` -| Field | Description | -| :---- | :---- | -| **name** | Human-friendly name for the tool. | -| **command** | Command that Devin will recognize (e.g., `/dcover_create`). | -| **description** | Short summary of the toolโ€™s purpose. | -| **executable** | Runtime used to start the MCP process (`python`). | -| **args** | Arguments passed to the executable (`mcp_diffblue_server.py`). | -| **response_schema** | Specifies the structure of the response returned by the MCP server. | - -#### Step 2: Register the Tool in Devin - -Move your manifest into Devinโ€™s MCP directory: -``` -mv diffblue-cover.mcp.json ~/.devin/mcp/tools/ -``` - -#### Step 3: Restart Devin - -Restart the Devin environment to detect and load your custom MCP tool: -``` -devin restart -``` +This will run the equivalent to `/path/to/dcover --batch create --verbose --active-profiles=test` -#### Usage +**Note:** No attempt is made to disambiguate the options provided options. -Once registered, you can tell Devin: -> "Generate unit tests for my current project using Diffblue Cover." +## **Developmental Notes** -Devin will call the `/dcover_create` MCP tool and return the test output generated by Diffblue Cover. +FastMCP contains a tool called "MCP Inspector" which can be used to interact with the MCP server without needing the +LLM interaction. To run this developmental server, you can use `uv run fastmcp dev`. The configuration lives in the +file `fastmcp.json` which provides (among other things) the entry point for the server. ---- +```bash +$ uv run fastmcp dev --help +Usage: fastmcp dev [OPTIONS] [ARGS] -### 4. Configuration for Windsurf +Run an MCP server with the MCP Inspector for development. -Windsurf also uses MCP-compatible tool manifests to integrate external utilities like Diffblue Cover. - -#### Step 1: Create the MCP Tool Manifest - -Save the same manifest file as **diffblue-cover.mcp.json**: -``` -{ - "name": "Diffblue Cover", - "command": "dcover_create", - "description": "Generate unit tests using Diffblue Cover CLI.", - "executable": "python", - "args": ["mcp_diffblue_server.py"], - "response_schema": { - "type": "object", - "properties": { - "stdout": { "type": "string" }, - "stderr": { "type": "string" }, - "return_code": { "type": "number" } - } - } -} +โ•ญโ”€ Parameters โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ +โ”‚ SERVER-SPEC --server-spec Python file to run, optionally with :object suffix, or None to auto-detect fastmcp.json โ”‚ +โ”‚ --with-editable Directory containing pyproject.toml to install in editable mode (can be used multiple times) โ”‚ +โ”‚ --with Additional packages to install (can be used multiple times) โ”‚ +โ”‚ --inspector-version Version of the MCP Inspector to use โ”‚ +โ”‚ --ui-port Port for the MCP Inspector UI โ”‚ +โ”‚ --server-port Port for the MCP Inspector Proxy server โ”‚ +โ”‚ --python Python version to use (e.g., 3.10, 3.11) โ”‚ +โ”‚ --with-requirements Requirements file to install dependencies from โ”‚ +โ”‚ --project Run the command within the given project directory โ”‚ +โ•ฐโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ ``` -| Field | Description | -| :---- | :---- | -| **name** | Human-readable tool name displayed in Windsurf. | -| **command** | The command Windsurf will execute (e.g., `/dcover_create`). | -| **description** | Visible text summarizing what the tool does. | -| **executable** | Program used to launch the Diffblue MCP server (`python`). | -| **args** | CLI arguments for the executable (`mcp_diffblue_server.py`). | -| **response_schema** | Output format that Windsurf expects from the MCP server. | +### **Project Layout** -#### Step 2: Register the Tool in Windsurf +The project and the dependencies are managed by `uv`, see the [documentation](https://docs.astral.sh/uv/) for the +usage instructions. -Move or copy the manifest into Windsurfโ€™s MCP tools directory: -``` -mv diffblue-cover.mcp.json ~/.windsurf/mcp/tools/ -``` +### **Running Tests** -#### Step 3: Restart Windsurf +There are unit tests (in the `test` directory) which you can run with `uv run coverage run -m pytest` and then get a +coverage report with `uv run coverage report --omit "test/*"` (python includes the coverage of the test files by +default -- not that useful). -Reload Windsurf to register the new MCP tool: -``` -windsurf restart -``` +### **Linting/Formatting** + +To run the linter, run `uv run ruff check`. If successful, you will see a message "All checks passed!". If not, you +should address the issues picked up. More information can be found at +the [Ruff Linter Documentation](https://docs.astral.sh/ruff/linter/) -#### Usage +To format the code, run `uv run ruff format`, this should be run before committing any changes. More information can be +found at the [Ruff Formatter Documentation](https://docs.astral.sh/ruff/formatter/). -After setup, you can use the tool by prompting: -> "Generate unit tests for my codebase using Diffblue Cover." +## *References* -Windsurf will automatically run the `/dcover_create` MCP command through the Diffblue Cover MCP server, returning results directly in your workspace. +* https://gofastmcp.com/ +* https://docs.astral.sh/uv/ +* https://docs.astral.sh/ruff/ From 039f9706dcd1ebd42623126a82bceb744f77f029 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:22:39 +0000 Subject: [PATCH 06/14] Remove legacy MCP server and update .gitignore Delete old custom MCP server implementation (src/mcp_diffblue_server.py). Fix typo in .gitignore (*.py[codz] -> *.py[cod]). Add PyCharm IDE directory (.idea) to .gitignore. --- .gitignore | 5 +- src/mcp_diffblue_server.py | 224 ------------------------------------- 2 files changed, 4 insertions(+), 225 deletions(-) delete mode 100644 src/mcp_diffblue_server.py diff --git a/.gitignore b/.gitignore index b7faf40..4841d25 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,6 @@ # Byte-compiled / optimized / DLL files __pycache__/ -*.py[codz] +*.py[cod] *$py.class # C extensions @@ -205,3 +205,6 @@ cython_debug/ marimo/_static/ marimo/_lsp/ __marimo__/ + +# PyCharm +.idea diff --git a/src/mcp_diffblue_server.py b/src/mcp_diffblue_server.py deleted file mode 100644 index e8f179e..0000000 --- a/src/mcp_diffblue_server.py +++ /dev/null @@ -1,224 +0,0 @@ -#!/usr/bin/env python3 -""" -MCP (Model Context Protocol) server for Diffblue Cover with tool discovery support. -Compatible with LM Studio and other MCP clients that require tool discoverability. -""" - -import sys -import json -import subprocess -import os -from typing import Dict, Any, List - - -class DiffblueCoverMCPServer: - """MCP server implementation for Diffblue Cover CLI integration.""" - - def __init__(self): - self.tools = { - "dcover_create": { - "name": "dcover_create", - "description": "Generate unit tests using Diffblue Cover CLI", - "inputSchema": { - "type": "object", - "properties": { - "working_directory": { - "type": "string", - "description": "Working directory for running dcover create (optional)" - }, - "entry_point": { - "type": "string", - "description": "Fully qualified class name to test (optional)" - } - } - } - } - } - - def handle_initialize(self, request: Dict[str, Any]) -> Dict[str, Any]: - """Handle the initialize request.""" - return { - "jsonrpc": "2.0", - "id": request.get("id"), - "result": { - "protocolVersion": "2024-11-05", - "capabilities": { - "tools": {} - }, - "serverInfo": { - "name": "diffblue-cover-mcp", - "version": "1.0.0" - } - } - } - - def handle_tools_list(self, request: Dict[str, Any]) -> Dict[str, Any]: - """Handle the tools/list request for tool discovery.""" - tools_list = [] - for tool_name, tool_info in self.tools.items(): - tools_list.append({ - "name": tool_info["name"], - "description": tool_info["description"], - "inputSchema": tool_info["inputSchema"] - }) - - return { - "jsonrpc": "2.0", - "id": request.get("id"), - "result": { - "tools": tools_list - } - } - - def handle_tools_call(self, request: Dict[str, Any]) -> Dict[str, Any]: - """Handle the tools/call request to execute a tool.""" - params = request.get("params", {}) - tool_name = params.get("name") - tool_args = params.get("arguments", {}) - - if tool_name not in self.tools: - return { - "jsonrpc": "2.0", - "id": request.get("id"), - "error": { - "code": -32602, - "message": f"Unknown tool: {tool_name}" - } - } - - if tool_name == "dcover_create": - result = self.run_dcover_create( - tool_args.get("working_directory"), - tool_args.get("entry_point") - ) - return { - "jsonrpc": "2.0", - "id": request.get("id"), - "result": { - "content": [ - { - "type": "text", - "text": json.dumps(result, indent=2) - } - ] - } - } - - def run_dcover_create(self, working_dir: str = None, entry_point: str = None) -> Dict[str, Any]: - """ - Executes 'dcover create' in the specified working directory. - """ - if not working_dir: - working_dir = os.getcwd() - - command = ["dcover", "create", "--skip-verification", "--skip-validation", "--fuzzing-iterations=10", "--skip-dummy-test"] - - # Add entry point if provided - if entry_point: - command.append(entry_point) - - try: - result = subprocess.run( - command, - cwd=working_dir, - capture_output=True, - text=True, - check=False - ) - - return { - "stdout": result.stdout, - "stderr": result.stderr, - "return_code": result.returncode, - "status": "success" if result.returncode == 0 else "error" - } - - except FileNotFoundError: - return { - "stdout": "", - "stderr": "Error: Diffblue Cover CLI ('dcover') not found. Ensure it is installed and in your PATH.", - "return_code": 127, - "status": "error" - } - except Exception as e: - return { - "stdout": "", - "stderr": f"Unexpected execution error: {str(e)}", - "return_code": 1, - "status": "error" - } - - def handle_request(self, request: Dict[str, Any]) -> Dict[str, Any]: - """Route the request to the appropriate handler.""" - method = request.get("method", "") - - if method == "initialize": - return self.handle_initialize(request) - elif method == "tools/list": - return self.handle_tools_list(request) - elif method == "tools/call": - return self.handle_tools_call(request) - else: - return { - "jsonrpc": "2.0", - "id": request.get("id"), - "error": { - "code": -32601, - "message": f"Method not found: {method}" - } - } - - def run(self): - """Main loop to handle JSON-RPC requests over stdin/stdout.""" - while True: - try: - # Read a line from stdin - line = sys.stdin.readline() - if not line: - break - - # Parse the JSON-RPC request - request = json.loads(line.strip()) - - # Handle the request - response = self.handle_request(request) - - # Write the response to stdout - json.dump(response, sys.stdout) - sys.stdout.write('\n') - sys.stdout.flush() - - except json.JSONDecodeError as e: - error_response = { - "jsonrpc": "2.0", - "id": None, - "error": { - "code": -32700, - "message": f"Parse error: {str(e)}" - } - } - json.dump(error_response, sys.stdout) - sys.stdout.write('\n') - sys.stdout.flush() - except Exception as e: - error_response = { - "jsonrpc": "2.0", - "id": None, - "error": { - "code": -32603, - "message": f"Internal error: {str(e)}" - } - } - json.dump(error_response, sys.stdout) - sys.stdout.write('\n') - sys.stdout.flush() - - -def main(): - """Entry point for the MCP server.""" - server = DiffblueCoverMCPServer() - server.run() - - -if __name__ == "__main__": - main() From 6894e45d8d060d7de3f57960b9100bd346b37ed7 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Tue, 28 Oct 2025 14:23:02 +0000 Subject: [PATCH 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upload-time = "2025-09-12T07:10:12.316Z" }, +] + +[[package]] +name = "zope-interface" +version = "8.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/88/3a/7fcf02178b8fad0a51e67e32765cd039ae505d054d744d76b8c2bbcba5ba/zope_interface-8.0.1.tar.gz", hash = "sha256:eba5610d042c3704a48222f7f7c6ab5b243ed26f917e2bc69379456b115e02d1", size = 253746, upload-time = "2025-09-25T05:55:51.285Z" } From 37de62640517dd5ca2a670e295aa742c25fb2fc0 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Wed, 29 Oct 2025 11:38:49 +0000 Subject: [PATCH 08/14] Add Claude Code directory to .gitignore Exclude .claude/ directory from version control as it contains local IDE configuration and settings specific to individual developer environments. --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 4841d25..018a074 100644 --- a/.gitignore +++ b/.gitignore @@ -208,3 +208,6 @@ __marimo__/ # PyCharm .idea + +# Claude Code +.claude/ From f8c36b12dc7e20dd30556de5af8f6ce6b22a69a3 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Wed, 29 Oct 2025 11:39:09 +0000 Subject: [PATCH 09/14] Add CODEOWNERS file Define code ownership for automated review assignment. All changes require review from @pcrane and @peterschrammel. --- CODEOWNERS | 1 + 1 file changed, 1 insertion(+) create mode 100644 CODEOWNERS diff --git a/CODEOWNERS b/CODEOWNERS new file mode 100644 index 0000000..e535c6f --- /dev/null +++ b/CODEOWNERS @@ -0,0 +1 @@ +/ @pcrane @peterschrammel \ No newline at end of file From 29ee418f228334125e615d711ed76ffba405697f Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Wed, 29 Oct 2025 11:39:31 +0000 Subject: [PATCH 10/14] Add GitHub Actions CI/CD pipeline Implement automated testing and quality checks for pull requests and main branch pushes. The pipeline includes: - Dependency installation with uv - Security vulnerability scanning with uv-secure - Code linting with ruff - Code formatting verification with ruff - Test execution with pytest - Coverage reporting All checks must pass before code can be merged, ensuring consistent quality standards. --- .github/workflows/Build.yml | 51 +++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) create mode 100644 .github/workflows/Build.yml diff --git a/.github/workflows/Build.yml b/.github/workflows/Build.yml new file mode 100644 index 0000000..ab3f8cf --- /dev/null +++ b/.github/workflows/Build.yml @@ -0,0 +1,51 @@ +# Copyright 2025 Diffblue +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Build + +on: + pull_request: + branches: + - "**" + push: + branches: + - "main" + +jobs: + build: + runs-on: ubuntu-small + steps: + - uses: actions/checkout@v5 + + - uses: astral-sh/setup-uv@v7 + with: + version: "0.9.5" + + - name: Install Project Dependencies + run: uv sync --locked --all-extras --all-groups + + - name: Check for Vulnerabilities + run: uv tool run uv-secure --disable-cache + + - name: Run Linter + run: uvx ruff check --preview --output-format=github + + - name: Run Formatter + run: uvx ruff format --preview --output-format=github + + - name: Run Tests with Coverage + run: uv run coverage run -m pytest -v + + - name: Coverage Report + run: uv run coverage report \ No newline at end of file From 588484458398009e595204d48af5be117f297cd0 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Mon, 3 Nov 2025 10:02:21 +0000 Subject: [PATCH 11/14] Strip ANSI escape codes from command output Add regex pattern to remove ANSI escape sequences from dcover output lines. This ensures clean, readable output in MCP clients that don't properly handle terminal control codes. Changes: - Import re module - Define ANSI_ESCAPE pattern for matching escape sequences - Strip escape codes before yielding output lines --- covermcp/executor.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/covermcp/executor.py b/covermcp/executor.py index 5d1e574..7bee4b6 100644 --- a/covermcp/executor.py +++ b/covermcp/executor.py @@ -14,6 +14,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import contextlib +import re import time from collections.abc import Iterator from pathlib import Path @@ -22,6 +23,8 @@ CLEANUP_TIMEOUT: Final[int] = 5 +ANSI_ESCAPE: Final[re] = re.compile(r"\x1B(?:[@-Z\\-_]|\[[0-?]*[ -/]*[@-~])") + def execute(command: list[str], working_dir: Path, timeout: int | None) -> Iterator[str]: """Execute the given command in the working directory with real-time output streaming. @@ -66,7 +69,7 @@ def execute(command: list[str], working_dir: Path, timeout: int | None) -> Itera cleanup_process(process) raise TimeoutExpired(command, timeout) - yield line.rstrip("\n\r") + yield ANSI_ESCAPE.sub("", line.rstrip("\n\r")) if timeout is not None: elapsed = time.time() - start_time From e6ab7beebe3e9d5533059933d2c3490927ddeb21 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Mon, 3 Nov 2025 10:04:25 +0000 Subject: [PATCH 12/14] Add MCP prompt for test writing guidance Implement 'write tests' prompt that provides LLMs with contextual guidance for writing Java unit tests. The prompt establishes the assistant's role as a skilled test writer, improving the quality of test generation suggestions. This prompt can be invoked by LLM clients to get specialized instructions before using the create tool. --- covermcp/server.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/covermcp/server.py b/covermcp/server.py index a9c7502..12d52ff 100644 --- a/covermcp/server.py +++ b/covermcp/server.py @@ -73,6 +73,24 @@ mcp: Annotated[FastMCP[Any], "The global MCP server"] = FastMCP("DiffblueCover") +@mcp.prompt("write tests") +def write_tests() -> list[dict]: + """Provide system prompt for Java unit test writing guidance. + + Establishes LLM context as a Java unit testing expert to improve + test generation quality and suggestions. + + Returns: + list[dict]: System role message defining the assistant's expertise. + """ + return [ + { + "role": "system", + "content": "You are a helpful assistant highly skilled at writing unit tests for java code.", + }, + ] + + @mcp.tool() # Ignore "too many parameters for a method" check async def create( # noqa: PLR0913 From c4c17b1db5b26f3623c7678280e98d0500a93598 Mon Sep 17 00:00:00 2001 From: Paul Crane Date: Mon, 3 Nov 2025 10:06:23 +0000 Subject: [PATCH 13/14] Add MCP resource documenting dcover CLI options Expose comprehensive dcover configuration documentation through an MCP resource (data://config). This allows LLM clients to query available dcover options and their descriptions, enabling intelligent tool usage and better test generation configurations. The resource includes 50+ dcover CLI options covering: - Test framework selection - Mocking strategies (Mockito, Spring) - Coverage options - Build system preferences - Output customization - Security and sandbox settings Marked as read-only and idempotent for efficient caching. --- covermcp/server.py | 167 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 167 insertions(+) diff --git a/covermcp/server.py b/covermcp/server.py index 12d52ff..9c572e3 100644 --- a/covermcp/server.py +++ b/covermcp/server.py @@ -91,6 +91,173 @@ def write_tests() -> list[dict]: ] +@mcp.resource( + "data://config", + description="Provides the configuration options for creating tests with Diffblue Cover.", + mime_type="application/json", + annotations={"readOnlyHint": True, "idempotentHint": True}, +) +def create_options() -> dict: + """Provide comprehensive dcover CLI option documentation. + + Exposes 50+ dcover configuration options covering test frameworks, + mocking, coverage, build systems, and Spring configurations. Enables + LLMs to discover and use dcover features intelligently. + + Returns: + dict: Mapping of CLI option names to descriptions. Keys can be + passed directly to dcover via the create tool's args parameter. + + Note: + Exposed at URI "data://config". Marked read-only and idempotent + for efficient caching. + """ + return { + "--active-profiles": "The comma separated list of profiles to use where creating Spring tests. Not providing a " + "value will use the default profile.", + "--allow-jni": "The comma separated list of additional JNI library name prefixes that should be usable within " + "the sandbox when creating and evaluating tests. JNI library names are the strings supplied in " + "calls to System.loadLibrary(...). By default only JDK provided libraries are allowed. ", + "--annotate-suppress-warnings": "Adds the @SuppressWarning annotation to methods with the given tags, for " + 'example: "--annotate-suppress-warnings=unused,rawtypes", would produce ' + '@SuppressWarnings({"unused","rawtypes"})', + "--batch": "Do not display progress bars. Automatically enabled when environment variable CI=true, or when " + "using the Cover MCP server.", + "--class-name-template=