Comparison
airweave vs Agent-Reach
Verdict
Pick airweave if airweave is an open-source context retrieval layer for AI agents, emphasizing integration and data connectors for retrieval-augmented generation; 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 · airweave alternatives · Agent-Reach alternatives
GraphCanon updated Sep 20, 2026
7views this month
vs
Trust & integrity
| Signal | airweave | Agent-Reach |
|---|---|---|
| Maintenance | Archived (104d since push) As of Sep 18, 2026 · github_public_v1 | Very active (4d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- airweave
- Open-source context retrieval layer for AI agents
- Agent-Reach
- AI Agent for Automated Web and Social Media Data Extraction
Stars
- airweave
- 6.6k
- Agent-Reach
- 84k
Forks
- airweave
- 819
- Agent-Reach
- 7.3k
Open issues
- airweave
- 105
- Agent-Reach
- 153
Language
- airweave
- Python
- Agent-Reach
- Python
Adopt for
- airweave
- Airweave is an open-source context retrieval layer for AI agents, emphasizing integration and data connectors for retrieval-augmented generation.
- 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
- airweave
- -
- Agent-Reach
- -
Runtime
- airweave
- -
- Agent-Reach
- -
License
- airweave
- MIT License
- Agent-Reach
- MIT
Last pushed
- airweave
- Jun 5, 2026
- Agent-Reach
- Sep 15, 2026
Categories
- airweave
- AI Agents, Data & Retrieval
- Agent-Reach
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- airweave
- Archived (8%)
- Agent-Reach
- Very active (96%)
Days since push
- airweave
- 104d
- Agent-Reach
- 4d
Archived on GitHub
- airweave
- Yes
- Agent-Reach
- No
Open issues (now)
- airweave
- 105
- Agent-Reach
- 153
Stars delta
- airweave
- +5 (30d)
- Agent-Reach
- +23k (30d)
Open issues delta
- airweave
- -14 (30d)
- Agent-Reach
- -15 (30d)
Owner type
- airweave
- Organization
- Agent-Reach
- User
Full report
- airweave
- Trust report
- Agent-Reach
- Trust report
Choose airweave if…
- Requirements: Requires Python for development and deployment..
- Tags unique to airweave: ai-infrastructure, context-retrieval, data-connectors, enterprise-data.
- When you need a retrieval-augmented generation layer that integrates seamlessly with various data sources and connectors.
When NOT to use airweave
- If your project does not require integration with multiple data sources or connectors, as Airweave's strength lies in its extensive integration capabilities.
- When you are looking for a tool that focuses solely on the development of AI agents without the retrieval-augmented generation aspect.
Choose Agent-Reach if…
- Tags unique to Agent-Reach: ai-agent, ai-search, automation, bilibili.
- When needing to bypass costly API fees for extensive social media platform data extraction
- More GitHub stars (84k vs 6.6k) - visibility, not fit.
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 (airweave-ai/airweave) · observed Sep 20, 2026
- GitHub forks (airweave-ai/airweave) · observed Sep 20, 2026
- Last push (airweave-ai/airweave) · observed Jun 5, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Sep 20, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Sep 20, 2026
- Last push (Panniantong/Agent-Reach) · observed Sep 15, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: airweave 6.6k · Agent-Reach 84k (synced Sep 20, 2026).
Common questions
- What is the difference between airweave and Agent-Reach?
- airweave: Open-source context retrieval layer for AI agents. 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 airweave over Agent-Reach?
- Choose airweave over Agent-Reach when Requirements: Requires Python for development and deployment.; Tags unique to airweave: ai-infrastructure, context-retrieval, data-connectors, enterprise-data; When you need a retrieval-augmented generation layer that integrates seamlessly with various data sources and connectors.
- When should I choose Agent-Reach over airweave?
- Choose Agent-Reach over airweave when Tags unique to Agent-Reach: ai-agent, ai-search, automation, bilibili; When needing to bypass costly API fees for extensive social media platform data extraction; More GitHub stars (84k vs 6.6k) - visibility, not fit.
- When should I avoid airweave?
- If your project does not require integration with multiple data sources or connectors, as Airweave's strength lies in its extensive integration capabilities. When you are looking for a tool that focuses solely on the development of AI agents without the retrieval-augmented generation aspect.
- 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 airweave or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (83,516 vs 6,563). Stars measure visibility, not whether either tool fits your constraints.
- Are airweave and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (airweave: MIT, Agent-Reach: MIT).
- Where can I find alternatives to airweave or Agent-Reach?
- GraphCanon lists graph-backed alternatives at airweave alternatives and Agent-Reach alternatives (airweave 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, airweave or Agent-Reach?
- airweave: Archived. 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 airweave and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: airweave trust report; Agent-Reach trust report.