documentation-lookup

Fetch current library and framework documentation via Context7 MCP.

2|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill documentation-lookup-multiplex-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: documentation-lookup
Source: https://github.com/multiplex-ai/muggle-ai-teams/tree/main/skills/documentation-lookup
Command: npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill documentation-lookup-multiplex-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides access to current library and framework documentation via Context7 MCP, replacing outdated training data for setup questions, API references, and code examples.

Core Features & Use Cases

  • Live documentation lookup: Retrieve current API references, usage examples, and framework notes from Context7 MCP.
  • Context-aware resolution: Use resolve-library-id to obtain a library ID before querying docs with query-docs.
  • Safe, scoped results: Return relevant snippets while redacting sensitive information and citing sources.

Quick Start

Ask this skill to fetch current, live documentation for a library or framework.

Frequently Asked Questions about documentation-lookup

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fetch up-to-date documentation for a library or framework?

Fetch up-to-date documentation by resolving the library ID first, then querying the docs to retrieve current API references, usage examples, and framework notes on demand.

Why does my AI assistant provide outdated API references for React or Next.js?

AI assistants relying on training data provide outdated API references because they lack live context. Fetching live documentation via Context7 MCP replaces static data with current framework docs.

Can I retrieve live API references for Prisma and other specific frameworks?

Yes, you can retrieve live API references for Prisma and other frameworks by mentioning the framework name, which triggers a library ID resolution followed by a targeted documentation query.

What is the best way to get current code examples for library setup questions?

The best way to get current code examples is querying live documentation via Context7 MCP, which retrieves accurate, scoped snippets and cites sources instead of relying on stale training data.

Are there limits to how many documentation queries I can make per question?

Documentation queries are limited to three attempts per question to ensure safe, scoped results. The system also redacts sensitive data when passing queries to the documentation fetching service.