"Scratch" matching MCP servers:

Enables coding agents to search, inspect, and retrieve real UI components from existing component libraries, with ranked results, score explanations, licence and provenance details, and safe installation plans. It also surfaces similar components and higher-level UI patterns so agents can reuse existing interface code instead of generating it from scratch.

Enables a coding agent to search the last year of papers, repositories and packages for dated evidence that the library, format reader or model its plan assumes is unavailable already exists. This lets it reuse published work instead of rebuilding it from scratch or declaring the task impossible.

A local MCP server that guides users through Linux From Scratch (LFS) documentation step by step, tracking progress in a SQLite database and providing search, sequential navigation, and optional AI chat assistance.

Enables searching IndiaKanoon's live index of Indian case law, legislation, the Constitution, treaties, and parliamentary material, then retrieving full document text with pagination and excerpt targeting. Also traces precedent chains by listing the cases that cite, or are cited by, a given judgment.