Comparison
AstrBot vs langchain-decorators
Verdict
Pick AstrBot when license: AstrBot is AGPL-3.0, langchain-decorators is MIT; pick langchain-decorators when license: langchain-decorators is MIT, AstrBot is AGPL-3.0.
Markdown twin · AstrBot alternatives · langchain-decorators alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AstrBot | langchain-decorators |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Steady (84d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | 64 low (64 low) As of today · osv@v1 |
Tagline
- AstrBot
- AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
- langchain-decorators
- syntactic sugar 🍭 for langchain
Stars
- AstrBot
- 36k
- langchain-decorators
- 234
Forks
- AstrBot
- 2.5k
- langchain-decorators
- 12
Open issues
- AstrBot
- 1.3k
- langchain-decorators
- 6
Language
- AstrBot
- Python
- langchain-decorators
- 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.
- langchain-decorators
- -
Persona
- AstrBot
- -
- langchain-decorators
- -
Runtime
- AstrBot
- -
- langchain-decorators
- -
License
- AstrBot
- AGPL-3.0
- langchain-decorators
- MIT
Last pushed
- AstrBot
- Jul 9, 2026
- langchain-decorators
- Apr 18, 2026
Categories
- AstrBot
- AI Agents, LLM Frameworks
- langchain-decorators
- LLM Frameworks
Trust and health
Maintenance
- AstrBot
- Very active (96%)
- langchain-decorators
- Steady (60%)
Days since push
- AstrBot
- 2d
- langchain-decorators
- 84d
Open issues (now)
- AstrBot
- 1.3k
- langchain-decorators
- 6
Owner type
- AstrBot
- Organization
- langchain-decorators
- User
Security scan
- AstrBot
- No MCP manifest
- langchain-decorators
- 64 low (64 low)
Full report
- AstrBot
- Trust report
- langchain-decorators
- Trust report
Choose AstrBot if…
- License: AstrBot is AGPL-3.0, langchain-decorators is MIT.
- Tags unique to AstrBot: agent, ai, astrbot, chatbot.
- 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 langchain-decorators if…
- License: langchain-decorators is MIT, AstrBot is AGPL-3.0.
- Tags unique to langchain-decorators: langchain, llm, prompt-engineering, python.
- Leaner open-issue backlog (6).
When NOT to use langchain-decorators
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
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 (ju-bezdek/langchain-decorators) · observed Jul 11, 2026
- GitHub forks (ju-bezdek/langchain-decorators) · observed Jul 11, 2026
- Last push (ju-bezdek/langchain-decorators) · observed Apr 18, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · langchain-decorators 234 (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and langchain-decorators?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. langchain-decorators: syntactic sugar 🍭 for langchain. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over langchain-decorators?
- Choose AstrBot over langchain-decorators when License: AstrBot is AGPL-3.0, langchain-decorators is MIT; Tags unique to AstrBot: agent, ai, astrbot, chatbot; 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 langchain-decorators over AstrBot?
- Choose langchain-decorators over AstrBot when License: langchain-decorators is MIT, AstrBot is AGPL-3.0; Tags unique to langchain-decorators: langchain, llm, prompt-engineering, python; Leaner open-issue backlog (6).
- 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 langchain-decorators?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is AstrBot or langchain-decorators more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 234). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and langchain-decorators open source?
- Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, langchain-decorators: MIT).
- Where can I find alternatives to AstrBot or langchain-decorators?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and langchain-decorators alternatives (AstrBot markdown twin, langchain-decorators 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 langchain-decorators?
- AstrBot: Very active. langchain-decorators: Steady. 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 langchain-decorators?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; langchain-decorators trust report.