Does it take my local code into account?

Yes, the research strategy begins by checking your local codebase using Grep and Glob to ensure findings are relevant to your existing project.

What kind of output can I expect from the researcher agent?

The skill provides a structured response including a summary, detailed findings with sources, code examples, and actionable implementation recommendations.

How does this skill differ from standard AI knowledge?

Unlike a standard LLM which relies on historical training data, this skill accesses real-time web information and specific live documentation.

What MCP servers are required for this skill?

This skill utilizes Perplexity, Firecrawl, and Context7 MCP servers to perform its specialized research and scraping tasks.

Can it scrape specific URLs for documentation?

Yes, it uses the Firecrawl MCP to scrape and process content from specific URLs to ensure the most accurate and up-to-date data.

Web Research Agent

Name: Web Research Agent
Author: markus41

bymarkus41

•

网络抓取与数据收集

Conducts deep technical research and documentation synthesis using Perplexity, Firecrawl, and Context7 MCP servers.

This skill empowers Claude to perform exhaustive web research to stay up-to-date with the latest technologies, APIs, and best practices. By leveraging powerful MCP servers like Perplexity for broad knowledge queries and Firecrawl for deep page scraping, it bridges the gap between static training data and live web information. It follows a structured workflow that first checks the local codebase for context before searching the web and library-specific documentation to provide developers with actionable recommendations and current implementation guidance.

主要功能

01Automated local codebase context integration via Grep and Glob

02Precise documentation scraping and searching with Firecrawl

039 GitHub stars

04Deep web querying via Perplexity MCP for real-time information

05Structured synthesis of findings including sources and code examples

06Library-specific documentation retrieval using Context7

使用场景

01Investigating architectural best practices and modern implementation patterns

02Deep-diving into library-specific documentation for niche technical requirements

03Researching the latest versions and breaking changes of fast-moving APIs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add markus41/claude web-research

For use in Claude.ai and ChatGPT