using-context7-for-docs

Documentation research for libraries can be fragmented across sources. This skill resolves library IDs and fetches official documentation using Context7 MCP tools, surfacing best practices, APIs, and patterns ranked by benchmark score and reputation for focused, high-quality results.

Yes. The skill supports topic-focused queries across front-end libraries like React and Vue, and back-end frameworks like FastAPI. Target specific patterns—hooks, routing, authentication, testing—and retrieve documentation with pagination up to page 10.

The skill automatically prioritizes high-benchmark scores and reputable sources when resolving library IDs. Results are ranked by reputation and benchmark performance, ensuring you access the most trusted official patterns and best practices.

Fetch documentation with optional versioning guidance through topic-focused queries. The skill structures results with Context7 IDs, benchmark scores, relevant APIs, best practices, and migration notes for comprehensive version-aware research.

Yes. The skill covers front-end libraries like React, Next.js, and Vue, as well as back-end frameworks like FastAPI. Resolve library IDs automatically or provide an exact ID, then fetch documentation for your target technology and topic.

Yes. The skill automatically resolves the correct library ID based on your query unless you provide an exact ID directly. ID resolution prioritizes high-reputation and high-benchmark sources for accurate, authoritative documentation retrieval.