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AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
This repository page has enough original analysis, source evidence, and comparison context to be treated as an indexable Git-Stars review.
100
review score
Problem solved
AstrBot solves the fragmentation of building AI chatbots across different IM platforms by providing a unified framework that supports multiple LLMs, agent platforms (Dify, Coze), and a plugin marketplace with 1000+ plugins, reducing development time and complexity for multi-platform deployment.
Deployment reality
The available setup signal starts with: uv tool install astrbot --python 3.12. Treat this as a starting point, then ask Codex or Claude to inspect the README, environment variables, runtime version, and deployment target before production use.
Commercial use
The recorded license is AGPL-3.0. This is a useful commercial-use signal, but teams should still verify license text, dependencies, model/API terms, and trademark constraints.
Capability ceiling
Developers can build personal AI companions, intelligent customer service bots, automation assistants, and enterprise knowledge bases that operate across QQ, WeChat Work, Feishu, DingTalk, Telegram, Slack, and more. The platform supports multimodal conversations, MCP, skills, persona settings, auto context compression, and an agent sandbox for safe execution, enabling complex workflows and integrations.
Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.
AstrBotDevs/AstrBot is tracked as a Python project in the AI App, AI Agent, MCP Server, LLM Tool, Infrastructure area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.
Momentum check: the repository has 38k total stars, with +0 today, +1.3k this week, and +0 this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.
Maintenance check: current activity is Moderate; the latest push was 79 days ago, and the open issue queue is 1.3k, about 3.51% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.
Adoption check: 2.7k forks and 38k watchers suggest how often the project is reused or followed. License signal: AGPL-3.0. Always verify license compatibility before commercial or internal use.
Practical fit: this project is most relevant when you need AI prototypes, LLM workflows, and agent-style applications. Be cautious when you have low tolerance for large unresolved issue queues.
Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 1.3k. Follow the original GitHub repository for final install, security, and release information.
Analysis
ReadyOriginal problem, capability, and verdict guidance are available.
Sources
ReadyRepository metadata and README/source references are attached.
License
ReadyAGPL-3.0 is recorded for review.
Maintenance
ReadyRecent activity is visible in repository metadata.
Alternatives
ReadyEnough nearby projects exist for comparison.
Momentum
38k Stars
Reuse
2.7k Forks
Attention
38k Watchers
Maintenance
moderate
License
AGPL-3.0
Open issues
1.3k
AstrBot is an open-source all-in-one Agent chatbot platform that integrates with mainstream instant messaging apps, enabling users to build production-ready AI applications within their IM platform workflows.
Key Features
- AI LLM Conversations, Multimodal, Agent, MCP, Skills, Knowledge Base, Persona Settings, Auto Context Compression - Multi-Platform support: QQ, WeChat Work, Feishu, DingTalk, Telegram, Slack, and more - Plugin Extensions with 1000+ plugins available for one-click installation
AI App
End-user AI applications and AI-native product examples
AI Agent
Agent frameworks, autonomous workflows, and tool-use systems
MCP Server
Model Context Protocol servers, clients, and integrations
LLM Tool
Libraries and tools for LLM apps, RAG, prompts, and evals
Infrastructure
Cloud, deployment, networking, containers, and platform tooling
uv tool install astrbot --python 3.1270
Health Score
Moderate
Commit Activity
Dec 8, 2022
Created
Jul 27, 2026
Last push
Star history will appear after daily syncs accumulate data.
Forks
Open
Watchers
AstrBotDevs
GitHub profilefreeCodeCamp/freeCodeCamp
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react/react
The library for web and native user interfaces.
✓
License
✓
Forked
~ Moderate
Maintained
Problem Solved
AstrBot solves the fragmentation of building AI chatbots across different IM platforms by providing a unified framework that supports multiple LLMs, agent platforms (Dify, Coze), and a plugin marketplace with 1000+ plugins, reducing development time and complexity for multi-platform deployment.
Capabilities
Developers can build personal AI companions, intelligent customer service bots, automation assistants, and enterprise knowledge bases that operate across QQ, WeChat Work, Feishu, DingTalk, Telegram, Slack, and more. The platform supports multimodal conversations, MCP, skills, persona settings, auto context compression, and an agent sandbox for safe execution, enabling complex workflows and integrations.
Bottom Line
AstrBot is ideal for developers and teams needing a multi-platform AI chatbot with extensive plugin support and LLM integration. It may be overkill for simple single-platform bots. The key trade-off is flexibility vs. complexity: the rich feature set requires initial setup but offers high customizability.