AstrBot vs LangBot 🤖

Side-by-side comparison of AstrBot and LangBot — two projects in the OpenClaw ecosystem.

Executive Summary

AstrBot and LangBot target similar problems, so the decision comes down to ecosystem maturity, maintenance quality, and feature emphasis rather than raw category fit.

Use the score table for the hard numbers, then use the decision notes below to figure out which tradeoffs matter for your team.

Choose AstrBot If...

  • + MCP connectivity matters for your workflow and you want a tool-friendly integration model.
  • + Its positioning around messaging and multi-platform is closer to what you need.
  • + It is gaining momentum faster this week, which can matter if you value ecosystem energy.

Choose LangBot If...

  • + Its positioning around messaging and multi-platform is closer to what you need.
Stars
★ 28k
★ 16k
7d Growth
+1.4k
+54
Forks
1.9k
1.4k
Open Issues
931
119
Language
Python
Python
Categories
messaging, multi-platform
messaging, multi-platform
Platform
Server, Messaging
Server, Messaging
LLM Required
Yes
Yes
MCP Support
Yes
No
Integrations
License
AGPL-3.0
Apache-2.0
Last Commit
0d ago
0d ago
Latest Release
v4.22.2
v4.9.4
Health Score
85/100
95/100
Leaderboard Rank
#4 of 54
#10 of 54

Key Differences

  • AstrBot leads in stars (28k vs 16k), though both have substantial communities.
  • AstrBot is growing faster with +1.4k stars this week vs +54 for LangBot.
  • AstrBot uses the AGPL-3.0 license while LangBot uses Apache-2.0.
  • AstrBot has MCP (Model Context Protocol) support while LangBot does not.

Which should you choose?

Both AstrBot and LangBot are part of the OpenClaw ecosystem of personal AI agent frameworks. Your choice depends on your priorities — community size, language preference, project maturity, and specific feature focus.

AstrBot is gaining momentum faster right now (+1.4k/week), which may indicate a growing community and faster feature development.

Ultimately, the best choice depends on your specific use case. Check out each project's page for detailed stats and links to their repositories.

Frequently Asked Questions

Is AstrBot or LangBot more popular?
AstrBot currently has 28k GitHub stars compared to 16k for LangBot. In the last 7 days, AstrBot gained more stars (+1.4k).
What language are AstrBot and LangBot written in?
Both AstrBot and LangBot are written in Python. This means they share similar deployment requirements and can potentially reuse plugins or extensions.
Does AstrBot or LangBot support MCP?
AstrBot supports the Model Context Protocol (MCP) for connecting to external tools, while LangBot does not currently offer MCP support.

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