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# Development Guidelines
## Branching Model
<!-- TODO: drop this section once v2 ships and main becomes the stable line -->
- `main` is currently the V2 rework.
- Breaking changes are expected here — removing or replacing an API must be
intentional. Adding a replacement API or `@deprecated` shim must likewise be
a deliberate design choice, not bolted on for free.
- Breaking changes (including those softened by a backwards-compatibility
shim) must be documented in `docs/migration.md`.
- `v1.x` is the release branch for the current stable line. Backport PRs target
this branch and use a `[v1.x]` title prefix.
- `README.md` documents v2. The v1 README lives on the `v1.x` branch.
## Package Management
- ONLY use uv, NEVER pip
- Installation: `uv add <package>`. Exception: the root project's runtime
dependencies are dynamic (the published `mcp` wheel exact-pins `mcp-types`),
so `uv add` cannot edit them — add the requirement to
`[tool.hatch.metadata.hooks.uv-dynamic-versioning].dependencies` in
`pyproject.toml` by hand, then run `uv lock`. Dependency groups, extras, and
the example packages still take plain `uv add`.
- Running tools: `uv run --frozen <tool>`. Always pass `--frozen` so uv doesn't
rewrite `uv.lock` as a side effect.
- Cross-version testing: `uv run --frozen --python 3.10 pytest ...` to run
against a specific interpreter (CI covers 3.103.14).
- Upgrading: `uv lock --upgrade-package <package>`
- FORBIDDEN: `uv pip install`, `@latest` syntax
- Don't raise dependency floors for CVEs alone. The `>=` constraint already
lets users upgrade. Only raise a floor when the SDK needs functionality from
the newer version, and don't add SDK code to work around a dependency's
vulnerability. See Kludex/uvicorn#2643 and python-sdk #1552 for reasoning.
## Code Quality
- Type hints required for all code
- Public APIs must have docstrings. When a public API raises exceptions a
caller would reasonably catch, document them in a `Raises:` section. Don't
list exceptions from argument validation or programmer error.
- `src/mcp/__init__.py` defines the public API surface via `__all__`. Adding a
symbol there is a deliberate API decision, not a convenience re-export.
- IMPORTANT: All imports go at the top of the file — inline imports hide
dependencies and obscure circular-import bugs. Only exception: when a
top-level import genuinely can't work (lazy-loading optional deps, or
tests that re-import a module).
## Testing
- When writing or reviewing tests, conform to `.claude/skills/test-quality/SKILL.md`
— it defines the bar for naming, abstraction level, assertions, and determinism.
- Framework: `uv run --frozen pytest`
- Async testing: use anyio, not asyncio
- Do not use `Test` prefixed classes — write plain top-level `test_*` functions.
Legacy files still contain `Test*` classes; do NOT follow that pattern for new
tests even when adding to such a file.
- IMPORTANT: Tests should be fast and deterministic. Prefer in-memory async execution;
reach for threads only when necessary, and subprocesses only as a last resort.
- For end-to-end behavior, an in-memory `Client(server)` is usually the
cleanest approach (see `tests/client/test_client.py` for the canonical
pattern). For narrower changes, testing the function directly is fine. Use
judgment.
- Test files mirror the source tree: `src/mcp/client/stdio.py`
`tests/client/test_stdio.py`. Add tests to the existing file for that module.
- Avoid `anyio.sleep()` with a fixed duration to wait for async operations. Instead:
- Use `anyio.Event` — set it in the callback/handler, `await event.wait()` in the test
- For stream messages, use `await stream.receive()` instead of `sleep()` + `receive_nowait()`
- Exception: `sleep()` is appropriate when testing time-based features (e.g., timeouts)
- Wrap indefinite waits (`event.wait()`, `stream.receive()`) in `anyio.fail_after(5)` to prevent hangs
- Pytest is configured with `filterwarnings = ["error"]`, so warnings fail
tests. Don't silence warnings from your own code; fix the underlying cause.
Scoped `ignore::` entries for upstream libraries are acceptable in
`pyproject.toml` with a comment explaining why.
- New features from the 2026-07-28 spec must have a matching test in the
[conformance suite](https://github.com/modelcontextprotocol/conformance)
that passes against this SDK (CI runs it via
`.github/workflows/conformance.yml`). If no matching test exists, stop and
tell the user so they can raise an issue on the conformance repo.
### Coverage
CI requires 100% (`fail_under = 100`, `branch = true`).
- Full check: `./scripts/test` (~23s). Runs coverage + `strict-no-cover` on the
default Python. Not identical to CI: CI runs 3.103.14 × {ubuntu, windows}
× {locked, lowest-direct}, and some branch-coverage quirks only surface on
specific matrix entries.
- Targeted check while iterating (~4s, deterministic):
```bash
uv run --frozen coverage erase
uv run --frozen coverage run -m pytest tests/path/test_foo.py
uv run --frozen coverage combine
uv run --frozen coverage report --include='src/mcp/path/foo.py' --fail-under=0
# UV_FROZEN=1 propagates --frozen to the uv subprocess strict-no-cover spawns
UV_FROZEN=1 uv run --frozen strict-no-cover
```
Partial runs can't hit 100% (coverage tracks `tests/` too), so `--fail-under=0`
and `--include` scope the report. `strict-no-cover` has no false positives on
partial runs — if your new test executes a line marked `# pragma: no cover`,
even a single-file run catches it.
Avoid adding new `# pragma: no cover`, `# type: ignore`, or `# noqa` comments.
In tests, use `assert isinstance(x, T)` to narrow types instead of
`# type: ignore`. In library code (`src/`), a `# pragma: no cover` needs very
good reasoning — it usually means a test is missing. Audit before pushing:
```bash
git diff origin/main... | grep -E '^\+.*(pragma|type: ignore|noqa)'
```
What the existing pragmas mean:
- `# pragma: no cover` — line is never executed. CI's `strict-no-cover` (skipped
on Windows runners) fails if it IS executed. When your test starts covering
such a line, remove the pragma.
- `# pragma: lax no cover` — excluded from coverage but not checked by
`strict-no-cover`. Use for lines covered on some platforms/versions but not
others.
- `# pragma: no branch` — excludes branch arcs only. coverage.py misreports the
`->exit` arc for nested `async with` on Python 3.11+ (worse on 3.14/Windows).
## Breaking Changes
When making breaking changes, document them in `docs/migration.md` — including
changes softened by a backwards-compatibility shim. Include:
- What changed
- Why it changed
- How to migrate existing code
Search for related sections in the migration guide and group related changes together
rather than adding new standalone sections.
## Documentation
When a change affects public API or user-visible behaviour, update the relevant
page(s) under `docs/` in the same PR. Docs are organised by the `nav:` sections
in `mkdocs.yml` (Get started, Servers, Inside your handler, Running your server,
Clients, Advanced), not by the on-disk directory names. Find the page covering
the feature you touched in `mkdocs.yml` rather than adding a new one.
## Formatting & Type Checking
- Format: `uv run --frozen ruff format .`
- Lint: `uv run --frozen ruff check . --fix`
- Type check: `uv run --frozen pyright`
- Pre-commit runs all of the above plus markdownlint, a `uv.lock` consistency
check, and README checks — see `.pre-commit-config.yaml`
## Exception Handling
- **Always use `logger.exception()` instead of `logger.error()` when catching exceptions**
- Don't include the exception in the message: `logger.exception("Failed")` not `logger.exception(f"Failed: {e}")`
- **Catch specific exceptions** where possible:
- File ops: `except (OSError, PermissionError):`
- JSON: `except json.JSONDecodeError:`
- Network: `except (ConnectionError, TimeoutError):`
- **FORBIDDEN** `except Exception:` - unless in top-level handlers