AI Self-Evolving Agent vs AstrBot
Side-by-side comparison built from DeepYard's structured catalog. Content updated Aug 21, 2026.
Direct Answer
AI Self-Evolving Agent suits teams needing open-source access, local focus, and 133,530 GitHub stars in current listing data. AstrBot suits teams needing open-source access, self hosted focus, and 17,000 GitHub stars in current listing data. This summary reflects catalog metadata only for decision support, not independent testing.
What this comparison weighs
- Pricing and free-tier availability
- License model and deployment fit
- GitHub adoption and contributor depth
- Catalog tags, integrations, and supported workflows
| Metric | AI Self-Evolving Agent | AstrBot |
|---|---|---|
| GitHub Stars | 133.5K | 17.0K |
| Contributors | 95 | — |
| Last Commit | Aug 22, 2026 | — |
| Open Issues | 14 | — |
| License | open-source | open-source |
| Pricing | open-source | open-source |
| Free Tier | Yes | Yes |
| Category | agents | agents |
| Trending | No | No |
Choose AI Self-Evolving Agent if you need
- • AI Self-Evolving Agent stands out for Local workflows that are not listed for AstrBot.
- • AI Self-Evolving Agent is the stronger pick when Gpt 4 matters because that capability is listed only on its profile.
- • AI Self-Evolving Agent shows broader GitHub adoption with 133,530 stars versus 17,000 for AstrBot.
Choose AstrBot if you need
- • AstrBot stands out for Self Hosted workflows that are not listed for AI Self-Evolving Agent.
- • AstrBot is the cleaner fit if you specifically need China Ecosystem workflows from the catalog tags.
Meaningful differences
- • Workflow emphasis: AI Self-Evolving Agent highlights Local, while AstrBot highlights Self Hosted.
- • GitHub adoption: AI Self-Evolving Agent shows 133,530 stars versus 17,000 for AstrBot.
- • Contributor count: AI Self-Evolving Agent lists 95 contributors and AstrBot lists 0.
Shared capabilities
- • Python
Shared Tags
Only in AI Self-Evolving Agent
Only in AstrBot
Limitations and evidence
- • DeepYard compares structured public metadata; this is not an independent benchmark unless a test record is shown.
- • Signals such as stars, contributors, and last commit indicate public activity, not purchase fit or runtime quality.
- • Pricing and feature coverage reflect the stored listing snapshot and may lag vendor changes between refreshes.
Source links
About AI Self-Evolving Agent
A self-improving AI agent that evaluates its own outputs, identifies weaknesses, and iteratively refines its strategies and prompts. It implements a feedback loop where the agent scores its performance, generates improvements, and applies them in subsequent runs — demonstrating meta-learning capabilities without human intervention. Part of the awesome-llm-apps collection.
View full listingAbout AstrBot
AstrBot is the leading AI agent platform for the China ecosystem with 17K GitHub stars and 800+ plugins. Natively supports QQ, WeChat, Feishu, and DingTalk messaging platforms, making it the go-to choice for Chinese enterprise and consumer AI agent deployments.
View full listing