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Comparison

AstrBot vs LangGPT

Verdict

Pick AstrBot when astrBot is primarily Python; LangGPT is Jupyter Notebook; pick LangGPT when langGPT is primarily Jupyter Notebook; AstrBot is Python.

Markdown twin · AstrBot alternatives · LangGPT alternatives

GraphCanon updated today

AstrBot logo

AstrBot

AstrBotDevs/AstrBot

★ 36kpushed Jul 9, 2026
vs
LangGPT logo

LangGPT

langgptai/LangGPT

★ 12kpushed Jun 29, 2026

Trust & integrity

SignalAstrBotLangGPT
Maintenance
Very active (2d since push)
As of today · github_public_v1
Active (11d 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
AstrBot trust reportLangGPT trust reportTrust methodology

Tagline

AstrBot
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
LangGPT
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-promp

Stars

AstrBot
36k
LangGPT
12k

Forks

AstrBot
2.5k
LangGPT
935

Open issues

AstrBot
1.3k
LangGPT
0

Language

AstrBot
Python
LangGPT
Jupyter Notebook

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.
LangGPT
-

Persona

AstrBot
-
LangGPT
-

Runtime

AstrBot
-
LangGPT
-

License

AstrBot
AGPL-3.0
LangGPT
Apache-2.0

Last pushed

AstrBot
Jul 9, 2026
LangGPT
Jun 29, 2026

Categories

AstrBot
AI Agents, LLM Frameworks
LangGPT
LLM Frameworks

Trust and health

Maintenance

AstrBot
Very active (96%)
LangGPT
Active (82%)

Days since push

AstrBot
2d
LangGPT
11d

Open issues (now)

AstrBot
1.3k
LangGPT
0

Security scan

AstrBot
No MCP manifest
LangGPT
No lockfile

Full report

AstrBot
Trust report
LangGPT
Trust report

Choose AstrBot if…

  • AstrBot is primarily Python; LangGPT is Jupyter Notebook.
  • License: AstrBot is AGPL-3.0, LangGPT is Apache-2.0.
  • Tags unique to AstrBot: ai, docker, discord, gpt.
  • 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.
GitHubDetails

Choose LangGPT if…

  • LangGPT is primarily Jupyter Notebook; AstrBot is Python.
  • License: LangGPT is Apache-2.0, AstrBot is AGPL-3.0.
  • Tags unique to LangGPT: doubao, gpt-4, chatgpt, claude.

When NOT to use LangGPT

  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
GitHubDetails

Explore

AstrBot trust report →LangGPT trust report →AI Agents category →LLM Frameworks category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: AstrBot 36k · LangGPT 12k (synced Jul 11, 2026).

Common questions

What is the difference between AstrBot and LangGPT?
AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. LangGPT: LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-promp. See the comparison table for live GitHub stats and shared categories.
When should I choose AstrBot over LangGPT?
Choose AstrBot over LangGPT when AstrBot is primarily Python; LangGPT is Jupyter Notebook; License: AstrBot is AGPL-3.0, LangGPT is Apache-2.0; Tags unique to AstrBot: ai, docker, discord, gpt; 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 LangGPT over AstrBot?
Choose LangGPT over AstrBot when LangGPT is primarily Jupyter Notebook; AstrBot is Python; License: LangGPT is Apache-2.0, AstrBot is AGPL-3.0; Tags unique to LangGPT: doubao, gpt-4, chatgpt, claude.
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 LangGPT?
LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Is AstrBot or LangGPT more popular on GitHub?
AstrBot has more GitHub stars (36,186 vs 12,330). Stars measure visibility, not whether either tool fits your constraints.
Are AstrBot and LangGPT open source?
Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, LangGPT: Apache-2.0).
Where can I find alternatives to AstrBot or LangGPT?
GraphCanon lists graph-backed alternatives at AstrBot alternatives and LangGPT alternatives (AstrBot markdown twin, LangGPT 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 LangGPT?
AstrBot: Very active. LangGPT: 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 AstrBot and LangGPT?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; LangGPT trust report.