SystemDeskMCP
AGENTS.md3 starsChanged 15 days agoApache-2.0View on GitHub
Python MCP server (FastMCP, stdio) that automates dSPACE SystemDesk via its COM interface (pywin32). Windows only. See README.md for user-facing setup and usage. Use uv for everything; do not use pip directly. When adding or changing a tool, follow Extending the Server in the README. Tool modules are imported explicitly in tools/__init__.py. Add new domain modules to its imports and __all__; no server imports or re-exports are needed. Adding tools to an already imported module requires no registration changes. Shared…
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repositoryOne other file it gives its agents.
- smoke-testSkill
The file
We split this AGENTS.md into the rules it gives an agent
7 rules. About 0 are common, 1 is distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 20
Use uv for everything; do not use pip directly.
- Distinctive: line 31
When adding or changing a tool, follow Extending the Server in the README.
- Very specific: line 38
Use the autouse app fixture (a MagicMock installed as runtime._application).
- Very specific: line 39
Import tools from their owning modules and call them directly with keyword arguments, e.g.
- Very specific: line 41
Add schema tests for new input constraints to the owning domain's test module under tests/tools/, using pytest.raises(ValidationError) …
- Very specific: line 42
Keep tool behavior and constraint tests together under tests/tools/.
- Very specific: line 43
Use tmp_path for any files.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AGENTS.md
Python MCP server (FastMCP, stdio) that automates dSPACE SystemDesk via its COM interface (pywin32). Windows only. See README.md for user-facing setup and usage.
Layout
- src/systemdesk_mcp/server.py: imports the tools package and starts the stdio server.
- src/systemdesk_mcp/mcp_app.py: shared FastMCP instance and instructions.
- src/systemdesk_mcp/runtime.py: sole owner of COM state, worker thread, timeouts, and cleanup; also provides tool invocation logging.
- src/systemdesk_mcp/common.py: shared errors, responses, and input constraints.
- src/systemdesk_mcp/tools/: domain-specific tool implementations. Domain helpers stay alongside their tools; tool modules never import
server.py. - tests/: tool behavior and constraint tests and server integration contracts; COM is mocked, no SystemDesk needed.
- tests/tools/: package for domain-specific tool behavior tests; inherits the parent COM fixture.
- tests/conftest.py: shared autouse COM application fixture with automatic state restoration.
- tests/helpers.py: shared argument validation helpers.
- .github/skills/smoke-test/SKILL.md: end-to-end smoke test against a real SystemDesk installation (requires a license).
Commands
Use uv for everything; do not use pip directly.
uv sync --extra dev # install runtime + dev dependencies
uv run pylint src tests # lint (must pass, CI runs this)
uv run pytest # unit tests (must pass, CI runs this)
uv run pytest --cov=systemdesk_mcpTool conventions
When adding or changing a tool, follow Extending the Server in the README.
Tool modules are imported explicitly in tools/__init__.py. Add new domain modules to its imports and __all__; no server imports or re-exports are needed. Adding tools to an already imported module requires no registration changes. Shared helpers and constraints have public names; module implementation details remain underscore-prefixed.
Testing conventions
- Arrange / act / assert structure with comments.
- Use the autouse
appfixture (aMagicMockinstalled asruntime._application); setruntime._application = Noneto simulate "not started". - Import tools from their owning modules and call them directly with keyword arguments, e.g.
autosar.validate_autosar(output_format=autosar.ValidateOutputFormat.JSON). Direct calls skip Pydantic validation. - Assert on
status,error_type, anderror_code, not just messages. - Add schema tests for new input constraints to the owning domain's test module under
tests/tools/, usingpytest.raises(ValidationError)aroundvalidate_args(<module>.<tool>, ...), imported fromtests.helpers. Shared valid and invalid absolute-path examples also live intests.helpers. - Keep tool behavior and constraint tests together under
tests/tools/. Keep all-tools schema contracts, cross-module workflows, and MCP calls intests/test_server.py. Never import helpers from another test module or directly fromconftest.py. - Use
tmp_pathfor any files; do not write outside it.
Gotchas
- SystemDesk is started with
BatchMode = Trueto suppress dialogs; modal dialogs still cause transientBLOCKED_BY_DIALOGfailures. - On timeout the COM call keeps running on the single worker thread; subsequent calls queue behind it.
- The package version comes only from
versionin pyproject.toml;__version__reads it from installed metadata, so runuv syncafter bumping. The server re-exports the package version. - Versioning, API review, and releases follow MAINTAINERS.md.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

