Comparison
LangBot vs AgentGPT
Verdict
Pick LangBot if langBot offers a robust and production-ready platform for developing agentic bots that can integrate with various AI models. It supports multiple messaging platforms including Slack, Discord, WeChat (enterprise), and QQ; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for.
Markdown twin · LangBot alternatives · AgentGPT alternatives
GraphCanon updated 2d
vs
Trust & integrity
| Signal | LangBot | AgentGPT |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2d · github_public_v1 | Archived (466d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- LangBot
- Production-grade platform for building agentic IM bots
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- LangBot
- 17k
- AgentGPT
- 36k
Forks
- LangBot
- 1.6k
- AgentGPT
- 9.3k
Open issues
- LangBot
- 127
- AgentGPT
- 219
Language
- LangBot
- Python
- AgentGPT
- TypeScript
Adopt for
- LangBot
- LangBot offers a robust and production-ready platform for developing agentic bots that can integrate with various AI models. It supports multiple messaging platforms including Slack, Discord, WeChat (enterprise), and QQ.
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- LangBot
- -
- AgentGPT
- -
Runtime
- LangBot
- -
- AgentGPT
- -
License
- LangBot
- Apache-2.0
- AgentGPT
- GPL-3.0
Last pushed
- LangBot
- Aug 17, 2026
- AgentGPT
- Apr 29, 2025
Categories
- LangBot
- AI Agents, Developer Tools
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- LangBot
- Very active (96%)
- AgentGPT
- Archived (8%)
Days since push
- LangBot
- 1d
- AgentGPT
- 466d
Archived on GitHub
- LangBot
- No
- AgentGPT
- Yes
Open issues (now)
- LangBot
- 127
- AgentGPT
- 219
Stars delta
- LangBot
- +533 (30d)
- AgentGPT
- Unknown
Open issues delta
- LangBot
- +11 (30d)
- AgentGPT
- Unknown
Full report
- LangBot
- Trust report
- AgentGPT
- Trust report
Choose LangBot if…
- LangBot is primarily Python; AgentGPT is TypeScript.
- License: LangBot is Apache-2.0, AgentGPT is GPL-3.0.
- Pricing: LangBot operates under the Apache-2.0 license allowing free usage and modification but certain advanced features or enterprise-grade support might be chargeable..
- Tags unique to LangBot: coze, deepseek, dify, dingtalk.
- When needing to build sophisticated agentic bots capable of cross-platform operation across a wide range of popular instant messaging systems like Telegram, Facebook Messenger, DingTalk, and more.
When NOT to use LangBot
- For projects that strictly require non-Python environments since LangBot is built in Python and primarily supports this ecosystem.
- In scenarios where the deployment complexity of Dockerized services (using Docker Compose) might be a significant drawback, such as in environments with strict policies against containerization or onㅎ
- Limited support for specific niche platforms beyond those mentioned, potentially reducing utility in contexts requiring more obscure messaging integrations.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; LangBot is Python.
- License: AgentGPT is GPL-3.0, LangBot is Apache-2.0.
- Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langbot-app/LangBot) · observed Aug 18, 2026
- GitHub forks (langbot-app/LangBot) · observed Aug 18, 2026
- Last push (langbot-app/LangBot) · observed Aug 17, 2026
- License file (Apache-2.0) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (reworkd/AgentGPT) · observed Aug 8, 2026
- GitHub forks (reworkd/AgentGPT) · observed Aug 8, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LangBot 17k · AgentGPT 36k (synced Aug 18, 2026).
Common questions
- What is the difference between LangBot and AgentGPT?
- LangBot: Production-grade platform for building agentic IM bots. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose LangBot over AgentGPT?
- Choose LangBot over AgentGPT when LangBot is primarily Python; AgentGPT is TypeScript; License: LangBot is Apache-2.0, AgentGPT is GPL-3.0; Pricing: LangBot operates under the Apache-2.0 license allowing free usage and modification but certain advanced features or enterprise-grade support might be chargeable.; Tags unique to LangBot: coze, deepseek, dify, dingtalk; When needing to build sophisticated agentic bots capable of cross-platform operation across a wide range of popular instant messaging systems like Telegram, Facebook Messenger, DingTalk, and more.
- When should I choose AgentGPT over LangBot?
- Choose AgentGPT over LangBot when AgentGPT is primarily TypeScript; LangBot is Python; License: AgentGPT is GPL-3.0, LangBot is Apache-2.0; Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid LangBot?
- For projects that strictly require non-Python environments since LangBot is built in Python and primarily supports this ecosystem. In scenarios where the deployment complexity of Dockerized services (using Docker Compose) might be a significant drawback, such as in environments with strict policies against containerization or onㅎ Limited support for specific niche platforms beyond those mentioned, potentially reducing utility in contexts requiring more obscure messaging integrations.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is LangBot or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,304 vs 17,469). Stars measure visibility, not whether either tool fits your constraints.
- Are LangBot and AgentGPT open source?
- Yes - both are open-source projects on GitHub (LangBot: Apache-2.0, AgentGPT: GPL-3.0).
- Where can I find alternatives to LangBot or AgentGPT?
- GraphCanon lists graph-backed alternatives at LangBot alternatives and AgentGPT alternatives (LangBot markdown twin, AgentGPT 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, LangBot or AgentGPT?
- LangBot: Very active. AgentGPT: Archived. 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 LangBot and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LangBot trust report; AgentGPT trust report.