Comparison
AstrBot vs dspy
Verdict
Pick AstrBot if 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; pick dspy if evaluate DSPy based on its unique approach of programming language models via Python, making it an option that steps away from traditional prompting methods.
Markdown twin · AstrBot alternatives · dspy alternatives
GraphCanon updated today
Trust & integrity
| Signal | AstrBot | dspy |
|---|---|---|
| Maintenance | Very active (2d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization 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
- dspy
- A framework for programming language models
Stars
- AstrBot
- 36k
- dspy
- 36k
Forks
- AstrBot
- 2.5k
- dspy
- 3.1k
Open issues
- AstrBot
- 1.3k
- dspy
- 571
Language
- AstrBot
- Python
- dspy
- 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.
- dspy
- Evaluate DSPy based on its unique approach of programming language models via Python, making it an option that steps away from traditional prompting methods.
Persona
- AstrBot
- -
- dspy
- -
Runtime
- AstrBot
- -
- dspy
- -
License
- AstrBot
- AGPL-3.0
- dspy
- MIT
Last pushed
- AstrBot
- Jul 9, 2026
- dspy
- Jul 10, 2026
Categories
- AstrBot
- AI Agents, LLM Frameworks
- dspy
- LLM Frameworks
Trust and health
Days since push
- AstrBot
- 2d
- dspy
- 0d
Open issues (now)
- AstrBot
- 1.3k
- dspy
- 571
Security scan
- AstrBot
- No MCP manifest
- dspy
- No lockfile
Full report
- AstrBot
- Trust report
- dspy
- Trust report
Choose AstrBot if…
- License: AstrBot is AGPL-3.0, dspy is MIT.
- 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 dspy if…
- License: dspy is MIT, AstrBot is AGPL-3.0.
- Tags unique to dspy: programming framework, language-models, ai-development.
- When you aim to leverage a comprehensive framework designed specifically for programming and developing with language models rather than just prompting them.
When NOT to use dspy
- When your project strictly requires real-time interaction and feedback through traditional prompting methods, as DSPy's framework is focused on a programming approach which may not be suitable for all
- In scenarios where the flexibility of prompt-based interactions with language models is preferred over strict programming methodologies.
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 (stanfordnlp/dspy) · observed Jul 11, 2026
- GitHub forks (stanfordnlp/dspy) · observed Jul 11, 2026
- Last push (stanfordnlp/dspy) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AstrBot 36k · dspy 36k (synced Jul 11, 2026).
Common questions
- What is the difference between AstrBot and dspy?
- AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature. dspy: A framework for programming language models. See the comparison table for live GitHub stats and shared categories.
- When should I choose AstrBot over dspy?
- Choose AstrBot over dspy when License: AstrBot is AGPL-3.0, dspy is MIT; 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 dspy over AstrBot?
- Choose dspy over AstrBot when License: dspy is MIT, AstrBot is AGPL-3.0; Tags unique to dspy: programming framework, language-models, ai-development; When you aim to leverage a comprehensive framework designed specifically for programming and developing with language models rather than just prompting them.
- 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 dspy?
- When your project strictly requires real-time interaction and feedback through traditional prompting methods, as DSPy's framework is focused on a programming approach which may not be suitable for all In scenarios where the flexibility of prompt-based interactions with language models is preferred over strict programming methodologies.
- Is AstrBot or dspy more popular on GitHub?
- AstrBot has more GitHub stars (36,186 vs 36,036). Stars measure visibility, not whether either tool fits your constraints.
- Are AstrBot and dspy open source?
- Yes - both are open-source projects on GitHub (AstrBot: AGPL-3.0, dspy: MIT).
- Where can I find alternatives to AstrBot or dspy?
- GraphCanon lists graph-backed alternatives at AstrBot alternatives and dspy alternatives (AstrBot markdown twin, dspy 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 dspy?
- AstrBot: Very active. dspy: Very active. 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 dspy?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AstrBot trust report; dspy trust report.