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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
firecrawl avatar

Firecrawl Research Papers

firecrawl/firecrawl-workflows
32k installs133 stars
Summary

This automates literature reviews by having Firecrawl scrape research papers, whitepapers, and technical reports from arXiv, university sites, company blogs, and industry sources. It can pull content directly from PDFs, then synthesizes findings into a structured markdown report with themes, debates, and cited sources. The workflow spins up parallel sub-agents to research academic papers, industry reports, and technical articles simultaneously. Worth noting it distinguishes between peer-reviewed work and vendor content, and flags inaccessible PDFs. Good for when you need a sourced overview of a research area without manually tracking down and reading dozens of papers yourself.

Install to Claude Code

npx -y skills add firecrawl/firecrawl-workflows --skill firecrawl-research-papers --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Git & Pull RequestsCode Review & QualityData Science & ML
First SeenJun 3, 2026
View on GitHub

More from firecrawl/firecrawl-workflows

All 16 skills →
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  • Firecrawl Market Research31.3k
  • Firecrawl Seo Audit31k
  • Firecrawl Knowledge Base30.9k
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  • Firecrawl Workflows30.7k
  • Firecrawl Lead Gen30.7k
  • Firecrawl Lead Research30.6k
  • Firecrawl Shop30.6k
  • Firecrawl Qa30.6k
  • Firecrawl Competitive Intel30.6k
  • Firecrawl Knowledge Ingest30.6k
  • Firecrawl Company Directories30.6k
  • Firecrawl Demo Walkthrough30.5k
  • Firecrawl Deep Research32.9k

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More Git & Pull Requests →
firecrawl avatar
firecrawl-seo-audit

firecrawl/firecrawl-workflows

Audit a website's SEO with Firecrawl. Use when the user asks for an SEO audit, metadata and heading review, sitemap/site-structure analysis, keyword opportunities, competitor SERP comparison, or prioritized search optimization recommendations.
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firecrawl avatar
firecrawl-qa

firecrawl/firecrawl-workflows

QA test a live website with Firecrawl browser and scrape evidence. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive checks, performance observations, bug reports, or a pre-launch quality review.
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insforge avatar
insforge-debug

insforge/insforge-skills

Use when diagnosing problems in an InsForge project — reactive failures (SDK error object, HTTP 4xx/5xx, gateway timeout 502/503/504, edge function failure or timeout, login/OAuth/auth errors, RLS denial, realtime channel issues, slow query on one endpoint, edge function or Vercel deploy failure), proactive audits (security/RLS review, performance/index review, system health check, pre-launch readiness), or when the user has an error but doesn't know where to start.
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googleworkspace avatar
recipe-plan-weekly-schedule

googleworkspace/cli

Review your Google Calendar week, identify gaps, and add events to fill them.
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recipe-collect-form-responses

googleworkspace/cli

Retrieve and review responses from a Google Form.
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recipe-post-mortem-setup

googleworkspace/cli

Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat.
25.4k
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