MCP Code Analysis Server

git_modified_py := `git status --porcelain | rg '\s*[ACMR?]+\s(.*\.pyi?)' -r '$1' | tr \\n " "` fix-error-msg := 'Now fix this and run \`just see-what-you-did-there\` after each change.' do-commit-now := 'Well done. Now make focused commits with concise, descriptive messages.' [no-exit-message] llm-syntax *paths="src tests": #!/usr/bin/env bash set -euo pipefail compile='python -m compileall -j4 -q' test "" != "{{ git_modified_py }}" && $compile {{ git_modified_py }} $compile {{ paths }} [no-exit-message] llm-format-check *paths="src tests": #!/usr/bin/env bash set -euo pipefail ruff='ruff format --quiet --check' test "" != "{{ git_modified_py }}" && $ruff {{ git_modified_py }} $ruff {{ paths }} [no-exit-message] llm-format *paths="src tests": #!/usr/bin/env bash set -euo pipefail ruff='ruff format --quiet' test "" != "{{ git_modified_py }}" && $ruff {{ git_modified_py }} $ruff {{ paths }} [no-exit-message] llm-lint *paths="src tests": #!/usr/bin/env bash set -euo pipefail ruff='ruff check --output-format concise --quiet' test "" != "{{ git_modified_py }}" && $ruff {{ git_modified_py }} $ruff {{ paths }} [no-exit-message] llm-lint-fix *paths="src tests": #!/usr/bin/env bash set -euo pipefail ruff='ruff check --output-format concise --quiet --fix' test "" != "{{ git_modified_py }}" && $ruff {{ git_modified_py }} $ruff {{ paths }} [no-exit-message] llm-deadcode *paths="src tests": #!/usr/bin/env bash set -euo pipefail test "" != "{{ git_modified_py }}" && vulture {{ git_modified_py }} vulture {{ paths }} [no-exit-message] llm-bandit: #!/usr/bin/env bash set -euo pipefail tpl='{abspath}:{line}: {test_id}[bandit]: {severity}: {msg}' bandit --format custom --msg-template "$tpl" --quiet -r src [no-exit-message] llm-typecheck *paths="src tests": #!/usr/bin/env bash set -euo pipefail mypy='mypy --no-error-summary' test "" != "{{ git_modified_py }}" && $mypy {{ git_modified_py }} $mypy {{ paths }} [no-exit-message] llm-test *paths="tests": #!/usr/bin/env bash set -euo pipefail export MCP_LOGGING__LEVEL=ERROR export PYTEST_ADDOPTS="--tb=short --disable-warnings -r fE" pytest -m 'not integration' {{ paths }} 2>&1 [no-exit-message] llm-test-next *paths="tests": #!/usr/bin/env bash set -euo pipefail export MCP_LOGGING__LEVEL=ERROR export PYTEST_ADDOPTS="--exitfirst --no-cov --tb=no --disable-warnings -r fE" pytest -m 'not integration' {{ paths }} 2>&1 | sed -ne /^FAILED/p -e /^ERROR/p [no-exit-message] pre-commit: #!/usr/bin/env bash set -euo pipefail just llm-syntax | head -1 \ && just llm-format | head -1 \ && just llm-lint-fix | head -1 \ && just llm-deadcode | head -1 \ && just llm-bandit | head -1 \ && just llm-typecheck | head -1 [no-exit-message] see-what-you-did-there: #!/usr/bin/env bash set -euo pipefail err() { echo "{{ fix-error-msg }}" ; exit 1 ; } ok() { echo "{{ do-commit-now }}" ; exit 0 ; } just pre-commit || err ok [no-exit-message] unveil-next-error *paths="src tests": #!/usr/bin/env bash set -euo pipefail just llm-syntax {{ paths }} | head -1 \ && just llm-format {{ paths }} | head -1 \ && just llm-lint {{ paths }} | head -1 \ && just llm-deadcode {{ paths }} | head -1 \ && just llm-bandit | head -1 \ && just llm-typecheck {{ paths }} | head -1 \ && just llm-test-next {{ paths }} | head -1 \ && echo All done. No more errors to unveil. [no-exit-message] watch: #!/usr/bin/env bash just llm-syntax \ && just llm-format-check \ && just llm-lint \ && just llm-deadcode \ && just llm-bandit \ && just llm-typecheck