Comparison
AstrBot vs AutoPrompt
Verdict
Pick AstrBot when license: AstrBot is AGPL-3.0, AutoPrompt is Apache-2.0; pick AutoPrompt when license: AutoPrompt is Apache-2.0, AstrBot is AGPL-3.0.
Markdown twin · AstrBot alternatives · AutoPrompt alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AstrBot | AutoPrompt |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Slowing (220d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | No lockfile As of today · none |
Tagline
- AstrBot
- AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature
- AutoPrompt
- A framework for prompt tuning using Intent-based Prompt Calibration
Stars
- AstrBot
- 36k
- AutoPrompt
- 3.0k
Forks
- AstrBot
- 2.5k
- AutoPrompt
- 263
Open issues
- AstrBot
- 1.3k
- AutoPrompt
- 23
Language
- AstrBot
- Python
- AutoPrompt
- Python
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.
- AutoPrompt
- -
Persona
- AstrBot
- -
- AutoPrompt
- -
Runtime
- AstrBot
- -
- AutoPrompt
- -
License
- AstrBot
- AGPL-3.0
- AutoPrompt
- Apache-2.0
Last pushed
- AstrBot
- Jul 9, 2026
- AutoPrompt
- Dec 2, 2025
Categories
- AstrBot
- AI Agents, LLM Frameworks
- AutoPrompt
- LLM Frameworks
Trust and health
Maintenance
- AstrBot
- Very active (96%)
- AutoPrompt
- Slowing (36%)
Days since push
- AstrBot
- 2d
- AutoPrompt
- 220d
Open issues (now)
- AstrBot
- 1.3k
- AutoPrompt
- 23
Owner type
- AstrBot
- Organization
- AutoPrompt
- User
Security scan
- AstrBot
- No MCP manifest
- AutoPrompt
- No lockfile
Full report
- AstrBot
- Trust report
- AutoPrompt
- Trust report
Choose AstrBot if…
- License: AstrBot is AGPL-3.0, AutoPrompt is Apache-2.0.
- Tags unique to AstrBot: ai, gemini, docker, discord.
- 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.
Choose AutoPrompt if…
- License: AutoPrompt is Apache-2.0, AstrBot is AGPL-3.0.
- Tags unique to AutoPrompt: synthetic-dataset-generation, python, prompt-tuning, prompt-engineering.
- Leaner open-issue backlog (23).
When NOT to use AutoPrompt
- Last GitHub push was 221 days ago (slowing maintenance, Dec 2, 2025). Validate activity before betting a new project on AutoPrompt.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- GitHub forks (AstrBotDevs/AstrBot) · observed Jul 11, 2026
- Last push (AstrBotDevs/AstrBot) · observed Jul 9, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Eladlev/AutoPrompt) · observed Jul 11, 2026
- GitHub forks (Eladlev/AutoPrompt) · observed Jul 11, 2026
- Last push (Eladlev/AutoPrompt) · observed Dec 2, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · AutoPrompt 3.0k (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and AutoPrompt?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. AutoPrompt: A framework for prompt tuning using Intent-based Prompt Calibration. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over AutoPrompt?
- Choose AstrBot over AutoPrompt when License: AstrBot is AGPL-3.0, AutoPrompt is Apache-2.0; Tags unique to AstrBot: ai, gemini, docker, discord; 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 AutoPrompt over AstrBot?
- Choose AutoPrompt over AstrBot when License: AutoPrompt is Apache-2.0, AstrBot is AGPL-3.0; Tags unique to AutoPrompt: synthetic-dataset-generation, python, prompt-tuning, prompt-engineering; Leaner open-issue backlog (23).
- 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 AutoPrompt?
- Last GitHub push was 221 days ago (slowing maintenance, Dec 2, 2025). Validate activity before betting a new project on AutoPrompt. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is AstrBot or AutoPrompt more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 2,988). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and AutoPrompt open source?
- Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, AutoPrompt: Apache-2.0).
- Where can I find alternatives to AstrBot or AutoPrompt?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and AutoPrompt alternatives (AstrBot markdown twin, AutoPrompt 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 AutoPrompt?
- AstrBot: Very active. AutoPrompt: Slowing. 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 AutoPrompt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; AutoPrompt trust report.