Comparison
firecrawl-mcp-server vs unstract
Verdict
Pick firecrawl-mcp-server if firecrawl MCP Server is designed to integrate powerful web scraping and content extraction functionalities for LLM clients such as Cursor and Claude under the MIT License; pick unstract if unstract is a Python-driven tool for transforming unstructured data into structured formats using OCR, PDF extraction, and other techniques to integrate with APIs and ETL workflows under AGPL-3.0.
Markdown twin · firecrawl-mcp-server alternatives · unstract alternatives
GraphCanon updated Oct 4, 2026
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Trust & integrity
| Signal | firecrawl-mcp-server | unstract |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Aug 2, 2026 · osv@v1 | No lockfile (source not queried) As of Oct 4, 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-mcp-server
- Adding web scraping and search capabilities to LLM clients like Cursor and Claude
- unstract
- LLM-Driven Extraction of Unstructured Data for API Deployments and ETL Pipeline Workflows
Stars
- firecrawl-mcp-server
- 7.5k
- unstract
- 7.2k
Forks
- firecrawl-mcp-server
- 891
- unstract
- 718
Open issues
- firecrawl-mcp-server
- 140
- unstract
- 95
Language
- firecrawl-mcp-server
- TypeScript
- unstract
- Python
Adopt for
- firecrawl-mcp-server
- Firecrawl MCP Server is designed to integrate powerful web scraping and content extraction functionalities for LLM clients such as Cursor and Claude under the MIT License.
- unstract
- Unstract is a Python-driven tool for transforming unstructured data into structured formats using OCR, PDF extraction, and other techniques to integrate with APIs and ETL workflows under AGPL-3.0 license.
Persona
- firecrawl-mcp-server
- -
- unstract
- -
Runtime
- firecrawl-mcp-server
- -
- unstract
- -
License
- firecrawl-mcp-server
- MIT
- unstract
- AGPL-3.0
Last pushed
- firecrawl-mcp-server
- Sep 20, 2026
- unstract
- Sep 18, 2026
Categories
- firecrawl-mcp-server
- Data & Retrieval, LLM Frameworks
- unstract
- Data & Retrieval, LLM Frameworks
Trust and health
Days since push
- firecrawl-mcp-server
- 0d
- unstract
- 1d
Open issues (now)
- firecrawl-mcp-server
- 140
- unstract
- 95
Stars delta
- firecrawl-mcp-server
- +442 (30d)
- unstract
- +313 (30d)
Open issues delta
- firecrawl-mcp-server
- -18 (30d)
- unstract
- +7 (30d)
OSV dependency advisories
- firecrawl-mcp-server
- Published findings
- unstract
- No lockfile (source not queried)
Full report
- firecrawl-mcp-server
- Trust report
- unstract
- Trust report
Choose firecrawl-mcp-server if…
- firecrawl-mcp-server is primarily TypeScript; unstract is Python.
- License: firecrawl-mcp-server is MIT, unstract is AGPL-3.0.
- Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering.
- firecrawl-mcp-server ships Docker support for self-hosted deployment.
- When you need JavaScript-based rendering capabilities for more accurate content extraction from the web
When NOT to use firecrawl-mcp-server
- If your project requires a server-side solution in languages other than JavaScript, as Firecrawl MCP Server is written in JavaScript only
- When you are not looking to integrate or extend functionalities for Cursor and Claude LLM clients
Choose unstract if…
- unstract is primarily Python; firecrawl-mcp-server is TypeScript.
- License: unstract is AGPL-3.0, firecrawl-mcp-server is MIT.
- Tags unique to unstract: ai-agents, data-engineering, document-ai, generative-ai.
- You prioritize open-source contributions and require the flexibility of the AGPL-3.0 license.
When NOT to use unstract
- Your workflow strictly adheres to closed-source software management policies and requires proprietary control.
- Projects needing direct integration with commercial data processing services incompatible with AGPL-3.0 licensing.
- Cases where real-time performance is critical, as the LLM-driven extraction may introduce latency.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (firecrawl/firecrawl-mcp-server) · observed Sep 20, 2026
- GitHub forks (firecrawl/firecrawl-mcp-server) · observed Sep 20, 2026
- Last push (firecrawl/firecrawl-mcp-server) · observed Sep 20, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Aug 2, 2026
- GitHub stars (Zipstack/unstract) · observed Sep 20, 2026
- GitHub forks (Zipstack/unstract) · observed Sep 20, 2026
- Last push (Zipstack/unstract) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Oct 4, 2026
GitHub stars on cards: firecrawl-mcp-server 7.5k · unstract 7.2k (synced Sep 20, 2026).
Common questions
- What is the difference between firecrawl-mcp-server and unstract?
- firecrawl-mcp-server: Adding web scraping and search capabilities to LLM clients like Cursor and Claude. unstract: LLM-Driven Extraction of Unstructured Data for API Deployments and ETL Pipeline Workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose firecrawl-mcp-server over unstract?
- Choose firecrawl-mcp-server over unstract when firecrawl-mcp-server is primarily TypeScript; unstract is Python; License: firecrawl-mcp-server is MIT, unstract is AGPL-3.0; Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering; firecrawl-mcp-server ships Docker support for self-hosted deployment; When you need JavaScript-based rendering capabilities for more accurate content extraction from the web.
- When should I choose unstract over firecrawl-mcp-server?
- Choose unstract over firecrawl-mcp-server when unstract is primarily Python; firecrawl-mcp-server is TypeScript; License: unstract is AGPL-3.0, firecrawl-mcp-server is MIT; Tags unique to unstract: ai-agents, data-engineering, document-ai, generative-ai; You prioritize open-source contributions and require the flexibility of the AGPL-3.0 license.
- When should I avoid firecrawl-mcp-server?
- If your project requires a server-side solution in languages other than JavaScript, as Firecrawl MCP Server is written in JavaScript only When you are not looking to integrate or extend functionalities for Cursor and Claude LLM clients
- When should I avoid unstract?
- Your workflow strictly adheres to closed-source software management policies and requires proprietary control. Projects needing direct integration with commercial data processing services incompatible with AGPL-3.0 licensing. Cases where real-time performance is critical, as the LLM-driven extraction may introduce latency.
- Is firecrawl-mcp-server or unstract more popular on GitHub?
- firecrawl-mcp-server has more GitHub stars (7,489 vs 7,245). Stars measure visibility, not whether either tool fits your constraints.
- Are firecrawl-mcp-server and unstract open source?
- Yes - both are open-source projects on GitHub (firecrawl-mcp-server: MIT, unstract: AGPL-3.0).
- Where can I find alternatives to firecrawl-mcp-server or unstract?
- GraphCanon lists graph-backed alternatives at firecrawl-mcp-server alternatives and unstract alternatives (firecrawl-mcp-server markdown twin, unstract 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-mcp-server or unstract?
- firecrawl-mcp-server: Very active. unstract: 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-mcp-server and unstract?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl-mcp-server trust report; unstract trust report.