--- title: "LangBot vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/langbot-app-langbot-vs-reworkd-agentgpt" tools: ["langbot-app-langbot", "reworkd-agentgpt"] --- # LangBot vs AgentGPT *GraphCanon updated Aug 18, 2026* ## 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. [LangBot](https://langbot.app) reports 17k GitHub stars, 1.6k forks, and 127 open issues, last pushed Aug 17, 2026. [AgentGPT](https://agentgpt.reworkd.ai) has 36k stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. Figures are from public GitHub metadata via [LangBot's repository](https://github.com/langbot-app/LangBot) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [LangBot](/tools/langbot-app-langbot.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | Production-grade platform for building agentic IM bots | Assembler for autonomous AI Agents | | Stars | 17,469 | 36,304 | | Forks | 1,554 | 9,288 | | Open issues | 127 | 219 | | Language | Python | TypeScript | | Adopt for | 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 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 | - | - | | Runtime | - | - | | License | Apache-2.0 | GPL-3.0 | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [LangBot](/tools/langbot-app-langbot.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 1d | 466d | | Archived on GitHub | No | Yes | | Open issues (now) | 127 | 219 | | Stars delta | +533 (30d) | Unknown | | Open issues delta | +11 (30d) | Unknown | | Full report | [trust report](/tools/langbot-app-langbot/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## Decision facts: LangBot - **Pricing:** freemium - LangBot operates under the Apache-2.0 license allowing free usage and modification but certain advanced features or enterprise-grade support might be chargeable. - **Adopt for:** 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. ## Decision facts: AgentGPT - **Adopt for:** 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 ## Choose when ### 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. ### 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 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 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 ## 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](/tools/langbot-app-langbot/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([LangBot markdown twin](/tools/langbot-app-langbot/alternatives.md), [AgentGPT markdown twin](/tools/reworkd-agentgpt/alternatives.md)), 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](/compare/langbot-app-langbot-vs-reworkd-agentgpt.md) 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](/tools/langbot-app-langbot/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=langbot-app-langbot`](/api/graphcanon/graph?tool=langbot-app-langbot) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_