Comparison
seatunnel vs Agent-Reach
Verdict
Pick seatunnel if seaTunnel is a powerful, Apache-licensed Java tool for seamless and scalable data integration across various modes – batch and streaming. It supports CDC and can be deployed in high-performance environments; 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 · seatunnel alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | seatunnel | Agent-Reach |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · 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
- seatunnel
- SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
- Agent-Reach
- AI Agent for Automated Web and Social Media Data Extraction
Stars
- seatunnel
- 9.6k
- Agent-Reach
- 75k
Forks
- seatunnel
- 2.4k
- Agent-Reach
- 6.4k
Open issues
- seatunnel
- 684
- Agent-Reach
- 100
Language
- seatunnel
- Java
- Agent-Reach
- Python
Adopt for
- seatunnel
- SeaTunnel is a powerful, Apache-licensed Java tool for seamless and scalable data integration across various modes – batch and streaming. It supports CDC and can be deployed in high-performance environments.
- 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
- seatunnel
- -
- Agent-Reach
- -
Runtime
- seatunnel
- -
- Agent-Reach
- -
License
- seatunnel
- Apache-2.0
- Agent-Reach
- MIT
Last pushed
- seatunnel
- Aug 21, 2026
- Agent-Reach
- Aug 25, 2026
Categories
- seatunnel
- Data & Retrieval
- Agent-Reach
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- seatunnel
- 684
- Agent-Reach
- 100
Stars delta
- seatunnel
- +70 (30d)
- Agent-Reach
- +14k (30d)
Open issues delta
- seatunnel
- +86 (30d)
- Agent-Reach
- -68 (30d)
Owner type
- seatunnel
- Organization
- Agent-Reach
- User
Full report
- seatunnel
- Trust report
- Agent-Reach
- Trust report
Choose seatunnel if…
- seatunnel is primarily Java; Agent-Reach is Python.
- License: seatunnel is Apache-2.0, Agent-Reach is MIT.
- Tags unique to seatunnel: apache, batch, cdc, change-data-capture.
- - When you need to handle both offline (batch) and real-time data processing within the same workflow.
When NOT to use seatunnel
- - For projects that do not require the scalability and performance enhancements provided by SeaTunnel; opt for it exclusively when handling large-scale or mission-critical data flows.
- - If your project already extensively uses another Apache tool with tightly integrated components, switching to SeaTunnel might introduce unnecessary complexity.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; seatunnel is Java.
- License: Agent-Reach is MIT, seatunnel is Apache-2.0.
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- Also covers AI Agents.
- 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 (apache/seatunnel) · observed Aug 22, 2026
- GitHub forks (apache/seatunnel) · observed Aug 22, 2026
- Last push (apache/seatunnel) · observed Aug 21, 2026
- License file (Apache-2.0) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Aug 25, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Aug 25, 2026
- Last push (Panniantong/Agent-Reach) · observed Aug 25, 2026
- License file (MIT) · observed Aug 25, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: seatunnel 9.6k · Agent-Reach 75k (synced Aug 22, 2026).
Common questions
- What is the difference between seatunnel and Agent-Reach?
- seatunnel: SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.. 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 seatunnel over Agent-Reach?
- Choose seatunnel over Agent-Reach when seatunnel is primarily Java; Agent-Reach is Python; License: seatunnel is Apache-2.0, Agent-Reach is MIT; Tags unique to seatunnel: apache, batch, cdc, change-data-capture; - When you need to handle both offline (batch) and real-time data processing within the same workflow.
- When should I choose Agent-Reach over seatunnel?
- Choose Agent-Reach over seatunnel when Agent-Reach is primarily Python; seatunnel is Java; License: Agent-Reach is MIT, seatunnel is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents; When needing to bypass costly API fees for extensive social media platform data extraction.
- When should I avoid seatunnel?
- - For projects that do not require the scalability and performance enhancements provided by SeaTunnel; opt for it exclusively when handling large-scale or mission-critical data flows. - If your project already extensively uses another Apache tool with tightly integrated components, switching to SeaTunnel might introduce unnecessary complexity.
- 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 seatunnel or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (75,209 vs 9,570). Stars measure visibility, not whether either tool fits your constraints.
- Are seatunnel and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (seatunnel: Apache-2.0, Agent-Reach: MIT).
- Where can I find alternatives to seatunnel or Agent-Reach?
- GraphCanon lists graph-backed alternatives at seatunnel alternatives and Agent-Reach alternatives (seatunnel 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, seatunnel or Agent-Reach?
- seatunnel: 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 seatunnel and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: seatunnel trust report; Agent-Reach trust report.