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Comparison

AstrBot vs llm-chain

Verdict

Pick AstrBot when astrBot is primarily Python; llm-chain is Rust; pick llm-chain when llm-chain is primarily Rust; AstrBot is Python.

Markdown twin · AstrBot alternatives · llm-chain alternatives

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AstrBot logo

AstrBot

AstrBotDevs/AstrBot

★ 36kpushed Jul 9, 2026
vs
llm-chain logo

llm-chain

sobelio/llm-chain

★ 1.6kpushed Oct 31, 2024

Trust & integrity

SignalAstrBotllm-chain
Maintenance
Very active (2d since push)
As of 1d · github_public_v1
Dormant (617d since push)
As of 1d · github_public_v1
Provenance
Not a fork · Organization account
As of 1d · github_public_v1
Not a fork · Organization account
As of 1d · github_public_v1
Security (OSV)
No MCP manifest
As of 1d · mcp_manifest
No lockfile
As of 1d · none
AstrBot trust reportllm-chain trust reportTrust methodology

Tagline

AstrBot
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
llm-chain
`llm-chain` is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks

Stars

AstrBot
36k
llm-chain
1.6k

Forks

AstrBot
2.5k
llm-chain
142

Open issues

AstrBot
1.3k
llm-chain
41

Language

AstrBot
Python
llm-chain
Rust

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.
llm-chain
-

Persona

AstrBot
-
llm-chain
-

Runtime

AstrBot
-
llm-chain
-

License

AstrBot
AGPL-3.0
llm-chain
MIT

Last pushed

AstrBot
Jul 9, 2026
llm-chain
Oct 31, 2024

Categories

AstrBot
AI Agents, LLM Frameworks
llm-chain
LLM Frameworks

Trust and health

Maintenance

AstrBot
Very active (96%)
llm-chain
Dormant (18%)

Days since push

AstrBot
2d
llm-chain
617d

Open issues (now)

AstrBot
1.3k
llm-chain
41

Security scan

AstrBot
No MCP manifest
llm-chain
No lockfile

Full report

AstrBot
Trust report
llm-chain
Trust report

Choose AstrBot if…

  • AstrBot is primarily Python; llm-chain is Rust.
  • License: AstrBot is AGPL-3.0, llm-chain 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.
GitHubDetails

Choose llm-chain if…

  • llm-chain is primarily Rust; AstrBot is Python.
  • License: llm-chain is MIT, AstrBot is AGPL-3.0.
  • Tags unique to llm-chain: chatgpt, langchain, llama, llm.

When NOT to use llm-chain

  • Last GitHub push was 618 days ago (dormant maintenance, Oct 31, 2024). Validate activity before betting a new project on llm-chain.
  • 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 →llm-chain 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 · llm-chain 1.6k (synced Jul 11, 2026).

Common questions

What is the difference between AstrBot and llm-chain?
AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. llm-chain: llm-chain is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks. See the comparison table for live GitHub stats and shared categories.
When should I choose AstrBot over llm-chain?
Choose AstrBot over llm-chain when AstrBot is primarily Python; llm-chain is Rust; License: AstrBot is AGPL-3.0, llm-chain 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 llm-chain over AstrBot?
Choose llm-chain over AstrBot when llm-chain is primarily Rust; AstrBot is Python; License: llm-chain is MIT, AstrBot is AGPL-3.0; Tags unique to llm-chain: chatgpt, langchain, llama, llm.
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 llm-chain?
Last GitHub push was 618 days ago (dormant maintenance, Oct 31, 2024). Validate activity before betting a new project on llm-chain. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Is AstrBot or llm-chain more popular on GitHub?
AstrBot has more GitHub stars (36,186 vs 1,601). Stars measure visibility, not whether either tool fits your constraints.
Are AstrBot and llm-chain open source?
Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, llm-chain: MIT).
Where can I find alternatives to AstrBot or llm-chain?
GraphCanon lists graph-backed alternatives at AstrBot alternatives and llm-chain alternatives (AstrBot markdown twin, llm-chain 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 llm-chain?
AstrBot: Very active. llm-chain: 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 llm-chain?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; llm-chain trust report.