Agentic code-quality CLI and stdio MCP server that runs real Python and JS/TS quality engines (Ruff, pytest, ESLint, Prettier, Vitest, etc.) for linting, testing, and reviewing code.
Retrieve the complete record for a known pattern key to see full context, confidence, and metadata. Use after a compact suggestion to get detailed information.
Turn any Mediagraph entity ID, slug, or GUID into a direct, shareable deep-link URL. Covers assets, collections, lightboxes, folders, tags, share links, and explore root.
Find patterns by keyword across pattern key, metadata, and explain text. Uses FTS5 for fast ranked retrieval, with automatic fallback to LIKE for special characters.
Format or compress code across 18 programming languages. Uses Prettier for web formats, sql-formatter for SQL, and indentation beautification for others.
Parses raw CI logs or JUnit/Surefire XML to produce structured failure signals with test name, class, message, stack trace, and stable signature. Uses real parsers for accurate diagnosis.
Format any file using VS Code formatter or CLI tools like Prettier, Biome, Black, gofmt, or rustfmt. Specify the file path to apply consistent formatting.
Add development tooling to a project by specifying the project name and programming language. Select linting, formatting, and testing tools such as ESLint, Prettier, Jest, or Husky to set up a complete workflow.
Run ESLint, TypeScript checks (tsc), and Prettier on specified files to identify formatting issues, type errors, and code style violations. Enhances code quality during GitHub PR reviews.