Comparison
firecrawl-mcp-server vs agenticSeek
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 agenticSeek if agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions.
Markdown twin · firecrawl-mcp-server alternatives · agenticSeek alternatives
GraphCanon updated Sep 20, 2026
14views this month
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Trust & integrity
| Signal | firecrawl-mcp-server | agenticSeek |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Very active (4d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Aug 2, 2026 · osv@v1 | Published findings As of Sep 18, 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
- agenticSeek
- Autonomous agent for local AI tasks, web browsing, and coding
Stars
- firecrawl-mcp-server
- 7.5k
- agenticSeek
- 27k
Forks
- firecrawl-mcp-server
- 891
- agenticSeek
- 3.0k
Open issues
- firecrawl-mcp-server
- 140
- agenticSeek
- 27
Language
- firecrawl-mcp-server
- TypeScript
- agenticSeek
- 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.
- agenticSeek
- agenticSeek is a fully local AI agent that operates autonomously, capable of web browsing and coding without relying on external APIs or high-cost subscriptions.
Persona
- firecrawl-mcp-server
- -
- agenticSeek
- -
Runtime
- firecrawl-mcp-server
- -
- agenticSeek
- -
License
- firecrawl-mcp-server
- MIT
- agenticSeek
- agenticSeek is licensed under the GPL-3.0 license, which is a copyleft license that requires derivative works to be released under the same license terms.
Last pushed
- firecrawl-mcp-server
- Sep 20, 2026
- agenticSeek
- Sep 13, 2026
Categories
- firecrawl-mcp-server
- Data & Retrieval, LLM Frameworks
- agenticSeek
- AI Agents, LLM Frameworks
Trust and health
Days since push
- firecrawl-mcp-server
- 0d
- agenticSeek
- 4d
Open issues (now)
- firecrawl-mcp-server
- 140
- agenticSeek
- 27
Stars delta
- firecrawl-mcp-server
- +442 (30d)
- agenticSeek
- +374 (30d)
Open issues delta
- firecrawl-mcp-server
- -18 (30d)
- agenticSeek
- -8 (30d)
Owner type
- firecrawl-mcp-server
- Organization
- agenticSeek
- User
Full report
- firecrawl-mcp-server
- Trust report
- agenticSeek
- Trust report
Choose firecrawl-mcp-server if…
- firecrawl-mcp-server is primarily TypeScript; agenticSeek is Python.
- License: firecrawl-mcp-server is MIT, agenticSeek is GPL-3.0.
- Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering.
- Also covers Data & Retrieval.
- 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 agenticSeek if…
- agenticSeek is primarily Python; firecrawl-mcp-server is TypeScript.
- License: agenticSeek is GPL-3.0, firecrawl-mcp-server is MIT.
- Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware..
- Tags unique to agenticSeek: agentic-ai, agents, ai, autonomous-agents.
- Also covers AI Agents.
- Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions.
When NOT to use agenticSeek
- Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services.
- Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with `undetected_chromedriver`.
- If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration.
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 (Fosowl/agenticSeek) · observed Sep 20, 2026
- GitHub forks (Fosowl/agenticSeek) · observed Sep 20, 2026
- Last push (Fosowl/agenticSeek) · observed Sep 13, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: firecrawl-mcp-server 7.5k · agenticSeek 27k (synced Sep 20, 2026).
Common questions
- What is the difference between firecrawl-mcp-server and agenticSeek?
- firecrawl-mcp-server: Adding web scraping and search capabilities to LLM clients like Cursor and Claude. agenticSeek: Autonomous agent for local AI tasks, web browsing, and coding. See the comparison table for live GitHub stats and shared categories.
- When should I choose firecrawl-mcp-server over agenticSeek?
- Choose firecrawl-mcp-server over agenticSeek when firecrawl-mcp-server is primarily TypeScript; agenticSeek is Python; License: firecrawl-mcp-server is MIT, agenticSeek is GPL-3.0; Tags unique to firecrawl-mcp-server: batch-processing, content-extraction, data-collection, javascript-rendering; Also covers Data & Retrieval; When you need JavaScript-based rendering capabilities for more accurate content extraction from the web.
- When should I choose agenticSeek over firecrawl-mcp-server?
- Choose agenticSeek over firecrawl-mcp-server when agenticSeek is primarily Python; firecrawl-mcp-server is TypeScript; License: agenticSeek is GPL-3.0, firecrawl-mcp-server is MIT; Pricing: agenticSeek is free to use, but users must cover the cost of running the software on their local hardware.; Tags unique to agenticSeek: agentic-ai, agents, ai, autonomous-agents; Also covers AI Agents; Use agenticSeek when you need a fully local AI agent that can perform autonomous tasks, web browsing, and coding without the need for external APIs or high-cost subscriptions.
- 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 agenticSeek?
- Avoid using agenticSeek if your hardware cannot support running LLMs locally, as it does not provide an option to use external APIs for LLM services. Do not use agenticSeek if you require stealth mode for web browsing, as the Docker volume mount approach may not work with
undetected_chromedriver. If you need to run agenticSeek in an environment where the Docker bridge cannot connect to the host's Ollama server, this tool may not be suitable without additional configuration. - Is firecrawl-mcp-server or agenticSeek more popular on GitHub?
- agenticSeek has more GitHub stars (27,244 vs 7,489). Stars measure visibility, not whether either tool fits your constraints.
- Are firecrawl-mcp-server and agenticSeek open source?
- Yes - both are open-source projects on GitHub (firecrawl-mcp-server: MIT, agenticSeek: GPL-3.0).
- Where can I find alternatives to firecrawl-mcp-server or agenticSeek?
- GraphCanon lists graph-backed alternatives at firecrawl-mcp-server alternatives and agenticSeek alternatives (firecrawl-mcp-server markdown twin, agenticSeek 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 agenticSeek?
- firecrawl-mcp-server: Very active. agenticSeek: 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 agenticSeek?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl-mcp-server trust report; agenticSeek trust report.