Comparison
firecrawl vs Agent-Reach
Verdict
Pick firecrawl if firecrawl is a web data API for large-scale web scraping, searching, and data extraction tasks, supporting AI agents for intelligent web interaction and data retrieval; pick Agent-Reach if agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content.
Markdown twin · firecrawl alternatives · Agent-Reach alternatives
GraphCanon updated Sep 30, 2026
19views this month
vs
Trust & integrity
| Signal | firecrawl | Agent-Reach |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (4d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- firecrawl
- The web data API to search, scrape, and interact at scale.
- Agent-Reach
- AI Agent for Automated Web and Social Media Data Extraction
Stars
- firecrawl
- 182k
- Agent-Reach
- 84k
Forks
- firecrawl
- 9.8k
- Agent-Reach
- 7.3k
Open issues
- firecrawl
- 641
- Agent-Reach
- 153
Language
- firecrawl
- TypeScript
- Agent-Reach
- Python
Adopt for
- firecrawl
- Firecrawl is a web data API for large-scale web scraping, searching, and data extraction tasks, supporting AI agents for intelligent web interaction and data retrieval.
- Agent-Reach
- Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content.
Persona
- firecrawl
- -
- Agent-Reach
- -
Runtime
- firecrawl
- -
- Agent-Reach
- -
License
- firecrawl
- AGPL-3.0 for the main project, MIT License for SDKs and some UI components.
- Agent-Reach
- MIT
Last pushed
- firecrawl
- Sep 18, 2026
- Agent-Reach
- Sep 15, 2026
Categories
- firecrawl
- AI Agents, Data & Retrieval
- Agent-Reach
- AI Agents, Data & Retrieval
Trust and health
Days since push
- firecrawl
- 0d
- Agent-Reach
- 4d
Open issues (now)
- firecrawl
- 641
- Agent-Reach
- 153
Stars delta
- firecrawl
- +14k (30d)
- Agent-Reach
- +23k (30d)
Open issues delta
- firecrawl
- +133 (30d)
- Agent-Reach
- -15 (30d)
Owner type
- firecrawl
- Organization
- Agent-Reach
- User
Full report
- firecrawl
- Trust report
- Agent-Reach
- Trust report
Typed relationship
firecrawl alternative Agent-ReachAgent-Reach and firecrawl both provide tools for scraping and searching web content, with Agent-Reach offering a CLI interface that doesn't require API fees.
Choose firecrawl if…
- firecrawl is primarily TypeScript; Agent-Reach is Python.
- License: firecrawl is AGPL-3.0, Agent-Reach is MIT.
- Pricing: Pricing details are not provided in the repository data..
- Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives..
- Agent-Reach and firecrawl both provide tools for scraping and searching web content, with Agent-Reach offering a CLI interface that doesn't require API fees.
- Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-scraping.
- When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions.
When NOT to use firecrawl
- If your project requires a tool that does not support AI-driven interactions and you prefer a simpler, more straightforward scraping solution.
- When you are looking for a solution that does not come with the AGPL-3.0 license, as this might not be compatible with your project's licensing requirements.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; firecrawl is TypeScript.
- License: Agent-Reach is MIT, firecrawl is AGPL-3.0.
- Agent-Reach and firecrawl both provide tools for scraping and searching web content, with Agent-Reach offering a CLI interface that doesn't require API fees.
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, automation, bilibili.
- When needing to bypass costly API fees for extensive social media platform data extraction
When NOT to use Agent-Reach
- If strict compliance with website scraping policies is critical due to its use of scraping techniques
- When direct interaction through APIs for precision and reliability is preferred over scraping
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (firecrawl/firecrawl) · observed Sep 20, 2026
- GitHub forks (firecrawl/firecrawl) · observed Sep 20, 2026
- Last push (firecrawl/firecrawl) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Sep 20, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Sep 20, 2026
- Last push (Panniantong/Agent-Reach) · observed Sep 15, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: firecrawl 182k · Agent-Reach 84k (synced Sep 20, 2026).
Common questions
- What is the difference between firecrawl and Agent-Reach?
- firecrawl: The web data API to search, scrape, and interact at scale.. Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. See the comparison table for live GitHub stats and shared categories.
- When should I choose firecrawl over Agent-Reach?
- Choose firecrawl over Agent-Reach when firecrawl is primarily TypeScript; Agent-Reach is Python; License: firecrawl is AGPL-3.0, Agent-Reach is MIT; Pricing: Pricing details are not provided in the repository data.; Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives.; Agent-Reach and firecrawl both provide tools for scraping and searching web content, with Agent-Reach offering a CLI interface that doesn't require API fees; Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-scraping; When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions.
- When should I choose Agent-Reach over firecrawl?
- Choose Agent-Reach over firecrawl when Agent-Reach is primarily Python; firecrawl is TypeScript; License: Agent-Reach is MIT, firecrawl is AGPL-3.0; Agent-Reach and firecrawl both provide tools for scraping and searching web content, with Agent-Reach offering a CLI interface that doesn't require API fees; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, automation, bilibili; When needing to bypass costly API fees for extensive social media platform data extraction.
- When should I avoid firecrawl?
- If your project requires a tool that does not support AI-driven interactions and you prefer a simpler, more straightforward scraping solution. When you are looking for a solution that does not come with the AGPL-3.0 license, as this might not be compatible with your project's licensing requirements.
- When should I avoid Agent-Reach?
- If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping
- Is firecrawl or Agent-Reach more popular on GitHub?
- firecrawl has more GitHub stars (181,801 vs 83,516). Stars measure visibility, not whether either tool fits your constraints.
- Are firecrawl and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (firecrawl: AGPL-3.0, Agent-Reach: MIT).
- Where can I find alternatives to firecrawl or Agent-Reach?
- GraphCanon lists graph-backed alternatives at firecrawl alternatives and Agent-Reach alternatives (firecrawl markdown twin, Agent-Reach markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, firecrawl or Agent-Reach?
- firecrawl: Very active. Agent-Reach: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for firecrawl and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl trust report; Agent-Reach trust report.