Comparison
AstrBot vs raga-llm-hub
Verdict
Pick AstrBot when license: AstrBot is AGPL-3.0, raga-llm-hub is Other; pick raga-llm-hub when license: raga-llm-hub is Other, AstrBot is AGPL-3.0.
Markdown twin · AstrBot alternatives · raga-llm-hub alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AstrBot | raga-llm-hub |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Dormant (670d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- AstrBot
- AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
- raga-llm-hub
- Framework for LLM evaluation, guardrails and security
Stars
- AstrBot
- 36k
- raga-llm-hub
- 114
Forks
- AstrBot
- 2.5k
- raga-llm-hub
- 14
Open issues
- AstrBot
- 1.3k
- raga-llm-hub
- 2
Language
- AstrBot
- Python
- raga-llm-hub
- Python
Adopt for
- AstrBot
- AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms with various language models and plugins under the AGPL-3.0 license.
- raga-llm-hub
- -
Persona
- AstrBot
- -
- raga-llm-hub
- -
Runtime
- AstrBot
- -
- raga-llm-hub
- -
License
- AstrBot
- AGPL-3.0
- raga-llm-hub
- Other
Last pushed
- AstrBot
- Jul 9, 2026
- raga-llm-hub
- Sep 9, 2024
Categories
- AstrBot
- AI Agents, LLM Frameworks
- raga-llm-hub
- LLM Frameworks, Evaluation & Observability
Trust and health
Maintenance
- AstrBot
- Very active (96%)
- raga-llm-hub
- Dormant (18%)
Days since push
- AstrBot
- 2d
- raga-llm-hub
- 670d
Open issues (now)
- AstrBot
- 1.3k
- raga-llm-hub
- 2
Security scan
- AstrBot
- No MCP manifest
- raga-llm-hub
- No lockfile
Full report
- AstrBot
- Trust report
- raga-llm-hub
- Trust report
Choose AstrBot if…
- License: AstrBot is AGPL-3.0, raga-llm-hub is Other.
- Tags unique to AstrBot: ai, gemini, docker, discord.
- Also covers AI Agents.
- AstrBot ships Docker support for self-hosted deployment.
- When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
When NOT to use AstrBot
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development.
- In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad,
- +adaptability.
Choose raga-llm-hub if…
- License: raga-llm-hub is Other, AstrBot is AGPL-3.0.
- Tags unique to raga-llm-hub: llmops, python, guardrails, llm-security.
- Also covers Evaluation & Observability.
When NOT to use raga-llm-hub
- Last GitHub push was 670 days ago (dormant maintenance, Sep 9, 2024). Validate activity before betting a new project on raga-llm-hub.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- GitHub forks (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- Last push (AstrBotDevs/AstrBot) · observed Jul 9, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (raga-ai-hub/raga-llm-hub) · observed Jul 11, 2026
- GitHub forks (raga-ai-hub/raga-llm-hub) · observed Jul 11, 2026
- Last push (raga-ai-hub/raga-llm-hub) · observed Sep 9, 2024
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · raga-llm-hub 114 (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and raga-llm-hub?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. raga-llm-hub: Framework for LLM evaluation, guardrails and security. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over raga-llm-hub?
- Choose AstrBot over raga-llm-hub when License: AstrBot is AGPL-3.0, raga-llm-hub is Other; Tags unique to AstrBot: ai, gemini, docker, discord; Also covers AI Agents; AstrBot ships Docker support for self-hosted deployment; When you require a highly integrative environment where your AI agents can communicate across different instant messaging platforms like Discord, Telegram, QQ, and others.
- When should I choose raga-llm-hub over AstrBot?
- Choose raga-llm-hub over AstrBot when License: raga-llm-hub is Other, AstrBot is AGPL-3.0; Tags unique to raga-llm-hub: llmops, python, guardrails, llm-security; Also covers Evaluation & Observability.
- When should I avoid AstrBot?
- If you are looking for proprietary solutions or do not want to comply with the AGPL-3.0 open-source license requirements, as AstrBot might not suit businesses preferring closed development. In scenarios where a very streamlined or simple AI agent without extensive plugin and platform customizability is required due to time constraints or a specific project scope that does not need broad, +adaptability.
- When should I avoid raga-llm-hub?
- Last GitHub push was 670 days ago (dormant maintenance, Sep 9, 2024). Validate activity before betting a new project on raga-llm-hub. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is AstrBot or raga-llm-hub more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 114). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and raga-llm-hub open source?
- Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, raga-llm-hub: Other).
- Where can I find alternatives to AstrBot or raga-llm-hub?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and raga-llm-hub alternatives (AstrBot markdown twin, raga-llm-hub 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, AstrBot or raga-llm-hub?
- AstrBot: Very active. raga-llm-hub: 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 AstrBot and raga-llm-hub?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; raga-llm-hub trust report.