Comparison
firecrawl-mcp-server vs knowledge-gpt
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 knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
Markdown twin · firecrawl-mcp-server alternatives · knowledge-gpt alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | firecrawl-mcp-server | knowledge-gpt |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1mo · github_public_v1 | Dormant (1216d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | Published findings As of 3w · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- knowledge-gpt
- Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.
Stars
- firecrawl-mcp-server
- 7.0k
- knowledge-gpt
- 291
Forks
- firecrawl-mcp-server
- 821
- knowledge-gpt
- 52
Open issues
- firecrawl-mcp-server
- 158
- knowledge-gpt
- 8
Language
- firecrawl-mcp-server
- JavaScript
- knowledge-gpt
- 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.
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
Persona
- firecrawl-mcp-server
- -
- knowledge-gpt
- -
Runtime
- firecrawl-mcp-server
- -
- knowledge-gpt
- -
License
- firecrawl-mcp-server
- MIT
- knowledge-gpt
- MIT
Last pushed
- firecrawl-mcp-server
- Jul 26, 2026
- knowledge-gpt
- Apr 25, 2023
Categories
- firecrawl-mcp-server
- Data & Retrieval, LLM Frameworks
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
Trust and health
Maintenance
- firecrawl-mcp-server
- Very active (96%)
- knowledge-gpt
- Dormant (18%)
Days since push
- firecrawl-mcp-server
- 0d
- knowledge-gpt
- 1216d
Open issues (now)
- firecrawl-mcp-server
- 158
- knowledge-gpt
- 8
Stars delta
- firecrawl-mcp-server
- Unknown
- knowledge-gpt
- 0 (30d)
Open issues delta
- firecrawl-mcp-server
- Unknown
- knowledge-gpt
- 0 (30d)
OSV dependency advisories
- firecrawl-mcp-server
- Published findings
- knowledge-gpt
- No lockfile (source not queried)
Full report
- firecrawl-mcp-server
- Trust report
- knowledge-gpt
- Trust report
Choose firecrawl-mcp-server if…
- firecrawl-mcp-server is primarily JavaScript; knowledge-gpt is Python.
- Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering.
- 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 knowledge-gpt if…
- knowledge-gpt is primarily Python; firecrawl-mcp-server is JavaScript.
- Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers.
- Also covers Evaluation & Observability, Model Training.
- When you need a flexible, model-agnostic approach for Q&A over diverse data sources
When NOT to use knowledge-gpt
- Avoid if strictly needing real-time response performance without indexing capabilities
- Not recommended if focusing solely on visual or multimedia content extraction
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 Jul 26, 2026
- GitHub forks (firecrawl/firecrawl-mcp-server) · observed Jul 26, 2026
- Last push (firecrawl/firecrawl-mcp-server) · observed Jul 26, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Aug 2, 2026
- GitHub stars (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Aug 23, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: firecrawl-mcp-server 7.0k · knowledge-gpt 291 (synced Jul 26, 2026).
Common questions
- What is the difference between firecrawl-mcp-server and knowledge-gpt?
- firecrawl-mcp-server: Adding web scraping and search capabilities to LLM clients like Cursor and Claude. knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. See the comparison table for live GitHub stats and shared categories.
- When should I choose firecrawl-mcp-server over knowledge-gpt?
- Choose firecrawl-mcp-server over knowledge-gpt when firecrawl-mcp-server is primarily JavaScript; knowledge-gpt is Python; Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering; When you need JavaScript-based rendering capabilities for more accurate content extraction from the web.
- When should I choose knowledge-gpt over firecrawl-mcp-server?
- Choose knowledge-gpt over firecrawl-mcp-server when knowledge-gpt is primarily Python; firecrawl-mcp-server is JavaScript; Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers Evaluation & Observability, Model Training; When you need a flexible, model-agnostic approach for Q&A over diverse data sources.
- 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 knowledge-gpt?
- Avoid if strictly needing real-time response performance without indexing capabilities Not recommended if focusing solely on visual or multimedia content extraction
- Is firecrawl-mcp-server or knowledge-gpt more popular on GitHub?
- firecrawl-mcp-server has more GitHub stars (7,047 vs 291). Stars measure visibility, not whether either tool fits your constraints.
- Are firecrawl-mcp-server and knowledge-gpt open source?
- Yes - both are open-source projects on GitHub (firecrawl-mcp-server: MIT, knowledge-gpt: MIT).
- Where can I find alternatives to firecrawl-mcp-server or knowledge-gpt?
- GraphCanon lists graph-backed alternatives at firecrawl-mcp-server alternatives and knowledge-gpt alternatives (firecrawl-mcp-server markdown twin, knowledge-gpt 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 knowledge-gpt?
- firecrawl-mcp-server: Very active. knowledge-gpt: Dormant. 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 knowledge-gpt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl-mcp-server trust report; knowledge-gpt trust report.