context7-efficient

Fetch token-efficient library documentation via Context7 MCP with code samples and API signatures.

Updated Dec 7, 2025

Search Tags:#documentation #token-efficient #library docs #API references #code samples #shell pipeline #Context7 MCP

Ready to run

npx skills add https://github.com/92Bilal26/TaskPilotAI --skill context7-efficient-92bilal26

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: context7-efficient
Source: https://github.com/92Bilal26/TaskPilotAI/tree/main/.claude/skills/context7-efficient
Command: npx skills add https://github.com/92Bilal26/TaskPilotAI --skill context7-efficient-92bilal26

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates fast retrieval of library documentation using a token-efficient MCP-based pipeline, reducing token consumption while surfacing relevant code examples, API references, and best-practice guidance for popular libraries.

Core Features & Use Cases

Token-efficient, MCP-driven docs retrieval that minimizes token usage during AI-assisted queries.
Supports code-focused and information-focused modes, surfacing code blocks, API signatures, and concise notes.
Use cases include learning a new library (React, Next.js, Prisma), looking up API usage patterns, and finding syntax references.

Quick Start

bash scripts/fetch-docs.sh --library react --topic hooks --mode code
bash scripts/fetch-docs.sh --library-id /vercel/next.js --topic routing --mode info
bash scripts/fetch-docs.sh --library prisma --topic "getting started" --mode code

Frequently Asked Questions about context7-efficient

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

FAQPage Schema

How do I fetch token-efficient library documentation for React hooks?▼

You can fetch token-efficient library documentation by running the fetch-docs.sh script with parameters for the library and topic, such as using the code mode to retrieve concise React hooks code samples and API signatures.

What's the best way to look up API references without consuming too many tokens?▼

Using a token-efficient MCP-driven pipeline is the best way to look up API references, as it minimizes token usage during AI-assisted queries by surfacing only targeted content like code blocks and concise explanations.

Can I retrieve Next.js routing documentation using a shell pipeline?▼

Yes, you can retrieve Next.js routing documentation by executing the shell pipeline with the library-id parameter set to the Next.js repository and specifying the routing topic in either code or info mode.

Does the Context7 MCP server support fetching Prisma getting started guides?▼

The Context7 MCP server supports fetching Prisma getting started guides by leveraging the extract-code-blocks.sh and extract-notes.sh scripts to surface relevant code samples and best-practice guidance without leaking prompts.

How do I switch between code samples and concise explanations when looking up Express documentation?▼

You can switch between code samples and concise explanations by specifying either the code mode or info mode when running the fetch-docs.sh script for Express, allowing you to extract API signatures or targeted notes.

What libraries are supported by the Context7 MCP documentation fetcher?▼

The Context7 MCP documentation fetcher supports popular libraries including React, Next.js, Prisma, and Express, returning code samples, API signatures, and concise explanations for various development use cases.