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Documentation Search MCP Server

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# Repository Guidelines ## Project Structure & Module Organization - Core code in `src/documentation_search_enhanced/`: `main.py` (MCP entry), `smart_search.py` (semantic search), `project_scanner.py` and `vulnerability_scanner.py` (local analysis), configs (`config_manager.py`, `config_validator.py`, `config.json`). - Samples in `samples/`; generated demo in `my-test-fastapi-app/`. - Regression and helpers at repo root: `demo_usage.py`, `interactive_test.py`, `test_project_scanner.py`, `test_rate_limiter.py`. ## Build, Test, and Development Commands - Install deps: `uv sync` (includes dev extras). - Run MCP server: `uv run python src/documentation_search_enhanced/main.py` (requires `.env` with `SERPER_API_KEY`). - Test: `uv run pytest`. - Lint/format: `uv run ruff check src`, `uv run black src`. - Build/publish: `uv build`, `publish_to_pypi.sh`. ## Coding Style & Naming Conventions - Python 3.12+, 4‑space indent, clear type hints on public APIs. - Names: files `snake_case`, classes `PascalCase`, async helpers prefixed `async_`. - Black is authoritative; treat Ruff findings as blockers. Use scoped `# noqa` with rationale only when unavoidable. ## Testing Guidelines - Use pytest; name tests `test_<feature>.py` in the repo root. - Keep tests fast and isolated; prefer fixtures/mocks over external services. - Mirror coverage patterns in `test_project_scanner.py` and `test_rate_limiter.py` to guard against regressions. ## Commit & Pull Request Guidelines - Conventional Commits (e.g., `feat:`, `fix:`); emoji optional. - PRs: link issues, summarize changes, list validation commands run (`uv run pytest`, linting), update `CHANGELOG.md` for user‑visible changes, attach screenshots/JSON when modifying tool output. ## Security & Configuration Tips - Never commit secrets; load via `.env` (e.g., `SERPER_API_KEY`). - After editing `config.json`, validate: `uv run python src/documentation_search_enhanced/config_validator.py`. - Document new env vars in `README.md`; scope and rotate keys if exposure is suspected.

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