AstrBot vs OpenClaw 🦞

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

Executive Summary

OpenClaw is the more established choice by community size, while AstrBot is the more niche option for teams that care about its specific design tradeoffs.

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...

  • + Your team already builds in Python and wants a stack-aligned codebase.
  • + Its positioning around messaging and multi-platform is closer to what you need.

Choose OpenClaw If...

  • + You want the larger community footprint and stronger proof of adoption in the market.
  • + Your team already builds in TypeScript and wants a stack-aligned codebase.
  • + Its positioning around reference and self-hosted is closer to what you need.
Stars
★ 28k
★ 339k
7d Growth
+1.4k
+9.0k
Forks
1.9k
67k
Open Issues
931
16k
Language
Python
TypeScript
Categories
messaging, multi-platform
reference, self-hosted
Platform
Server, Messaging
Server
LLM Required
Yes
Yes
MCP Support
Yes
Yes
Integrations
License
AGPL-3.0
MIT
Last Commit
0d ago
0d ago
Latest Release
v4.22.2
v2026.3.24
Health Score
85/100
85/100
Leaderboard Rank
#4 of 54
#1 of 54

Key Differences

  • OpenClaw has 12x more stars (339k vs 28k), indicating significantly broader adoption.
  • OpenClaw is growing faster with +9.0k stars this week vs +1.4k for AstrBot.
  • AstrBot is written in Python while OpenClaw uses TypeScript, which may influence your choice depending on your stack.
  • OpenClaw has a higher fork-to-star ratio (20% vs 7%), suggesting more active contributor participation.
  • AstrBot uses the AGPL-3.0 license while OpenClaw uses MIT.
  • AstrBot focuses on messaging, multi-platform while OpenClaw targets reference, self-hosted.

Which should you choose?

Both AstrBot and OpenClaw 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.

If you want the most battle-tested option with the largest community, OpenClaw is the clear choice with 339k stars and a mature ecosystem. However, AstrBot may be worth considering if you need its focus on messaging or prefer Python.

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 OpenClaw more popular?
OpenClaw currently has 339k GitHub stars compared to 28k for AstrBot. In the last 7 days, OpenClaw gained more stars (+9.0k).
What language is AstrBot vs OpenClaw written in?
AstrBot is written in Python while OpenClaw uses TypeScript. This affects plugin ecosystems, contribution accessibility, and runtime performance characteristics.
Do AstrBot and OpenClaw support MCP?
Yes, both AstrBot and OpenClaw support the Model Context Protocol (MCP), allowing them to connect to external tools and data sources through a standardized interface.

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