context7

Fetch real-time, version-specific library documentation via MCP before coding.

1|Updated Feb 17, 2026

Search Tags:#documentation #context7 #up-to-date #aiogram #live-docs #library-api

Ready to run

npx skills add https://github.com/snqb/my-skills --skill context7-snqb

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: context7
Source: https://github.com/snqb/my-skills/tree/main/context7
Command: npx skills add https://github.com/snqb/my-skills --skill context7-snqb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Developers often face outdated or incomplete library documentation, leading to incorrect implementations and wasted time. Context7 provides real-time, version-specific documentation from Upstash MCP to ensure accurate API usage before you code.

Core Features & Use Cases

Live, version-aware library references and examples to reduce guesswork and misimplementation.
Supports rapidly changing libraries (Aiogram, Supabase, Next.js) by fetching current API signatures, usage patterns, and best practices.
Use Case: Before integrating a library, fetch the latest methods, parameters, and examples to write correct code from the start.

Quick Start

Run a live documentation query for a library with Context7 before coding to ensure you have the latest API references.

Frequently Asked Questions about context7

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

FAQPage Schema

How do I fetch up-to-date library documentation to prevent coding hallucinations?▼

Fetch up-to-date library documentation using Context7 to prevent coding hallucinations by retrieving real-time, version-specific API references and usage examples directly from Upstash MCP before you start coding.

Why does my code break when using fast-moving libraries like Aiogram or Supabase?▼

Code breaks with fast-moving libraries like Aiogram or Supabase due to outdated documentation. Fetching live, version-aware API signatures ensures you use current methods and parameters, reducing misimplementation.

What's the best way to get live API references for Next.js before integration?▼

The best way to get live API references for Next.js is querying Context7 to fetch current method signatures, parameters, and best practices, ensuring accurate implementation from the start.

When do I need to use live-docs retrieval for library APIs?▼

Use live-docs retrieval for library APIs when working with rapidly changing frameworks like Aiogram, Supabase, or Next.js, or whenever API methods are uncertain and you need accurate, version-specific usage guidance.

Does Context7 work without any additional dependencies?▼

Yes, Context7 works without additional dependencies, using MCP-based retrieval to provide live documentation queries and fetch current API references directly.