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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 →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
Categories
Git & Pull RequestsCode Review & QualityData Science & ML
First SeenJun 3, 2026
View on GitHub

More from firecrawl/firecrawl-workflows

All 16 skills →
  • Firecrawl Website Design Clone31.8k
  • Firecrawl Market Research31.3k
  • Firecrawl Seo Audit31k
  • Firecrawl Knowledge Base30.9k
  • Firecrawl Dashboard Reporting30.8k
  • 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

Recommended

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.
31k
133
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.
30.6k
133
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.
28.5k
36
googleworkspace avatar
recipe-plan-weekly-schedule

googleworkspace/cli

Review your Google Calendar week, identify gaps, and add events to fill them.
26.2k
30.4k
googleworkspace avatar
recipe-collect-form-responses

googleworkspace/cli

Retrieve and review responses from a Google Form.
25.6k
30.4k
googleworkspace avatar
recipe-post-mortem-setup

googleworkspace/cli

Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat.
25.4k
30.4k