Comparison
Scrapling vs firecrawl-mcp-server
Verdict
Pick Scrapling when scrapling is primarily Python; firecrawl-mcp-server is JavaScript; pick firecrawl-mcp-server when firecrawl-mcp-server is primarily JavaScript; Scrapling is Python.
Markdown twin · Scrapling alternatives · firecrawl-mcp-server alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Scrapling | firecrawl-mcp-server |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No MCP manifest As of today · mcp_manifest |
Tagline
- Scrapling
- 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
- firecrawl-mcp-server
- 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Stars
- Scrapling
- 69k
- firecrawl-mcp-server
- 6.9k
Forks
- Scrapling
- 6.8k
- firecrawl-mcp-server
- 801
Open issues
- Scrapling
- 3
- firecrawl-mcp-server
- 129
Language
- Scrapling
- Python
- firecrawl-mcp-server
- JavaScript
Adopt for
- Scrapling
- -
- firecrawl-mcp-server
- -
Persona
- Scrapling
- -
- firecrawl-mcp-server
- -
Runtime
- Scrapling
- -
- firecrawl-mcp-server
- -
License
- Scrapling
- BSD-3-Clause
- firecrawl-mcp-server
- MIT
Last pushed
- Scrapling
- Jul 8, 2026
- firecrawl-mcp-server
- Jul 10, 2026
Categories
- Scrapling
- Data & Retrieval, Developer Tools
- firecrawl-mcp-server
- LLM Frameworks, Data & Retrieval, Developer Tools
Trust and health
Days since push
- Scrapling
- 2d
- firecrawl-mcp-server
- 0d
Open issues (now)
- Scrapling
- 3
- firecrawl-mcp-server
- 129
Owner type
- Scrapling
- User
- firecrawl-mcp-server
- Organization
Full report
- Scrapling
- Trust report
- firecrawl-mcp-server
- Trust report
Choose Scrapling if…
- Scrapling is primarily Python; firecrawl-mcp-server is JavaScript.
- License: Scrapling is BSD-3-Clause, firecrawl-mcp-server is MIT.
- Tags unique to Scrapling: ai, ai-scraping, crawler, crawling.
When NOT to use Scrapling
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose firecrawl-mcp-server if…
- firecrawl-mcp-server is primarily JavaScript; Scrapling is Python.
- License: firecrawl-mcp-server is MIT, Scrapling is BSD-3-Clause.
- Tags unique to firecrawl-mcp-server: content-extraction, data-collection, batch-processing, firecrawl.
- Also covers LLM Frameworks.
When NOT to use firecrawl-mcp-server
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (D4Vinci/Scrapling) · observed Jul 11, 2026
- GitHub forks (D4Vinci/Scrapling) · observed Jul 11, 2026
- Last push (D4Vinci/Scrapling) · observed Jul 8, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (firecrawl/firecrawl-mcp-server) · observed Jul 11, 2026
- GitHub forks (firecrawl/firecrawl-mcp-server) · observed Jul 11, 2026
- Last push (firecrawl/firecrawl-mcp-server) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Scrapling 69k · firecrawl-mcp-server 6.9k (synced Jul 11, 2026).
Common questions
- What is the difference between Scrapling and firecrawl-mcp-server?
- Scrapling: 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!. firecrawl-mcp-server: 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Scrapling over firecrawl-mcp-server?
- Choose Scrapling over firecrawl-mcp-server when Scrapling is primarily Python; firecrawl-mcp-server is JavaScript; License: Scrapling is BSD-3-Clause, firecrawl-mcp-server is MIT; Tags unique to Scrapling: ai, ai-scraping, crawler, crawling.
- When should I choose firecrawl-mcp-server over Scrapling?
- Choose firecrawl-mcp-server over Scrapling when firecrawl-mcp-server is primarily JavaScript; Scrapling is Python; License: firecrawl-mcp-server is MIT, Scrapling is BSD-3-Clause; Tags unique to firecrawl-mcp-server: content-extraction, data-collection, batch-processing, firecrawl; Also covers LLM Frameworks.
- When should I avoid Scrapling?
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid firecrawl-mcp-server?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is Scrapling or firecrawl-mcp-server more popular on GitHub?
- Scrapling has more GitHub stars (69,097 vs 6,908). Stars measure visibility, not whether either tool fits your constraints.
- Are Scrapling and firecrawl-mcp-server open source?
- Yes - both are open-source projects on GitHub (Scrapling: BSD-3-Clause, firecrawl-mcp-server: MIT).
- Where can I find alternatives to Scrapling or firecrawl-mcp-server?
- GraphCanon lists graph-backed alternatives at Scrapling alternatives and firecrawl-mcp-server alternatives (Scrapling markdown twin, firecrawl-mcp-server 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, Scrapling or firecrawl-mcp-server?
- Scrapling: Very active. firecrawl-mcp-server: 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 Scrapling and firecrawl-mcp-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Scrapling trust report; firecrawl-mcp-server trust report.