Comparison
anything-llm vs Shuffle
Verdict
Pick anything-llm if anything-llm is a self-hosted AI agent platform that supports multiple deployment methods, including Docker and cloud services, making it suitable for users who prefer local control over their AI workflows; pick Shuffle if shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation.
Markdown twin · anything-llm alternatives · Shuffle alternatives
GraphCanon updated Sep 19, 2026
vs
Trust & integrity
| Signal | anything-llm | Shuffle |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 19, 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 15, 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
- anything-llm
- Self-hosted AI agent experience
- Shuffle
- A general purpose security automation platform
Stars
- anything-llm
- 66k
- Shuffle
- 2.4k
Forks
- anything-llm
- 7.3k
- Shuffle
- 430
Open issues
- anything-llm
- 315
- Shuffle
- 492
Language
- anything-llm
- JavaScript
- Shuffle
- JavaScript
Adopt for
- anything-llm
- anything-llm is a self-hosted AI agent platform that supports multiple deployment methods, including Docker and cloud services, making it suitable for users who prefer local control over their AI workflows.
- Shuffle
- Shuffle is notable for its strong focus on collaboration and resource sharing within cybersecurity automation.
Persona
- anything-llm
- -
- Shuffle
- -
Runtime
- anything-llm
- -
- Shuffle
- -
License
- anything-llm
- MIT License, allowing for free use, modification, and distribution.
- Shuffle
- AGPL-3.0
Last pushed
- anything-llm
- Sep 17, 2026
- Shuffle
- Sep 18, 2026
Categories
- anything-llm
- AI Agents, Developer Tools, Inference & Serving
- Shuffle
- Developer Tools
Trust and health
Open issues (now)
- anything-llm
- 315
- Shuffle
- 492
Stars delta
- anything-llm
- +1.5k (30d)
- Shuffle
- +31 (30d)
Open issues delta
- anything-llm
- -4 (30d)
- Shuffle
- +4 (30d)
Full report
- anything-llm
- Trust report
- Shuffle
- Trust report
Choose anything-llm if…
- License: anything-llm is MIT, Shuffle is AGPL-3.0.
- Pricing: Free to use under the MIT License, but users may incur costs based on their chosen deployment method and infrastructure..
- Requirements: Min 4 GB RAM; Requires Docker; Requires a local environment setup or a cloud service account for deployment..
- Tags unique to anything-llm: agent-computer, agent-harness, agent-orchestration, agentic-ai.
- Also covers AI Agents, Inference & Serving.
- When you need a local-first AI agent experience that you can fully control and customize.
When NOT to use anything-llm
- If you require a cloud-based solution with minimal setup and maintenance, as anything-llm requires self-hosting and local management.
- When you need a platform that does not offer extensive deployment flexibility, as anything-llm provides multiple deployment options which might be overwhelming for users seeking simplicity.
Choose Shuffle if…
- License: Shuffle is AGPL-3.0, anything-llm is MIT.
- Tags unique to Shuffle: automation, cybersecurity, discord, integrations.
- Shuffle ships Docker support for self-hosted deployment.
- When there is a need to enhance security workflows through collaborative effort and automated task management.
When NOT to use Shuffle
- If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Mintplex-Labs/anything-llm) · observed Sep 18, 2026
- GitHub forks (Mintplex-Labs/anything-llm) · observed Sep 18, 2026
- Last push (Mintplex-Labs/anything-llm) · observed Sep 17, 2026
- License file (MIT) · observed Sep 18, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Shuffle/Shuffle) · observed Sep 19, 2026
- GitHub forks (Shuffle/Shuffle) · observed Sep 19, 2026
- Last push (Shuffle/Shuffle) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 19, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: anything-llm 66k · Shuffle 2.4k (synced Sep 18, 2026).
Common questions
- What is the difference between anything-llm and Shuffle?
- anything-llm: Self-hosted AI agent experience. Shuffle: A general purpose security automation platform. See the comparison table for live GitHub stats and shared categories.
- When should I choose anything-llm over Shuffle?
- Choose anything-llm over Shuffle when License: anything-llm is MIT, Shuffle is AGPL-3.0; Pricing: Free to use under the MIT License, but users may incur costs based on their chosen deployment method and infrastructure.; Requirements: Min 4 GB RAM; Requires Docker; Requires a local environment setup or a cloud service account for deployment.; Tags unique to anything-llm: agent-computer, agent-harness, agent-orchestration, agentic-ai; Also covers AI Agents, Inference & Serving; When you need a local-first AI agent experience that you can fully control and customize.
- When should I choose Shuffle over anything-llm?
- Choose Shuffle over anything-llm when License: Shuffle is AGPL-3.0, anything-llm is MIT; Tags unique to Shuffle: automation, cybersecurity, discord, integrations; Shuffle ships Docker support for self-hosted deployment; When there is a need to enhance security workflows through collaborative effort and automated task management.
- When should I avoid anything-llm?
- If you require a cloud-based solution with minimal setup and maintenance, as anything-llm requires self-hosting and local management. When you need a platform that does not offer extensive deployment flexibility, as anything-llm provides multiple deployment options which might be overwhelming for users seeking simplicity.
- When should I avoid Shuffle?
- If the project requires an open-source friendly licensing model that avoids AGPLv3, as Shuffle's backend is licensed under this more restrictive license compared to some competitors.
- Is anything-llm or Shuffle more popular on GitHub?
- anything-llm has more GitHub stars (66,167 vs 2,440). Stars measure visibility, not whether either tool fits your constraints.
- Are anything-llm and Shuffle open source?
- Yes - both are open-source projects on GitHub (anything-llm: MIT, Shuffle: AGPL-3.0).
- Where can I find alternatives to anything-llm or Shuffle?
- GraphCanon lists graph-backed alternatives at anything-llm alternatives and Shuffle alternatives (anything-llm markdown twin, Shuffle 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, anything-llm or Shuffle?
- anything-llm: Very active. Shuffle: 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 anything-llm and Shuffle?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: anything-llm trust report; Shuffle trust report.