--- title: "AgentGPT vs LLM-Agent-Paper-List" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/reworkd-agentgpt-vs-woooodyy-llm-agent-paper-list" tools: ["reworkd-agentgpt", "woooodyy-llm-agent-paper-list"] --- # AgentGPT vs LLM-Agent-Paper-List *GraphCanon updated Aug 17, 2026* ## Verdict 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 those who prefer browser-based interactions with their AI projects; pick LLM-Agent-Paper-List if lists essential papers on LLM-based agents with integrated tools like AgentGym for RL training. [AgentGPT](https://agentgpt.reworkd.ai) reports 36k GitHub stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. [LLM-Agent-Paper-List](https://arxiv.org/abs/2309.07864) has 8.2k stars, 495 forks, and 31 open issues, last pushed Sep 12, 2025. Figures are from public GitHub metadata via [AgentGPT's repository](https://github.com/reworkd/AgentGPT) and [LLM-Agent-Paper-List's repository](https://github.com/WooooDyy/LLM-Agent-Paper-List). | | [AgentGPT](/tools/reworkd-agentgpt.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Tagline | Assembler for autonomous AI Agents | Must-read papers for LLM-based agents. | | Stars | 36,304 | 8,172 | | Forks | 9,288 | 495 | | Open issues | 219 | 31 | | Language | TypeScript | - | | 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 | Lists essential papers on LLM-based agents with integrated tools like AgentGym for RL training. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | - | | Categories | AI Agents, Developer Tools | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AgentGPT](/tools/reworkd-agentgpt.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Slowing (36%) | | Days since push | 466d | 339d | | Archived on GitHub | Yes | No | | Open issues (now) | 219 | 31 | | Stars delta | Unknown | +4 (30d) | | Open issues delta | Unknown | +2 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/reworkd-agentgpt/trust.md) | [trust report](/tools/woooodyy-llm-agent-paper-list/trust.md) | ## 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 ## Decision facts: LLM-Agent-Paper-List - **Adopt for:** Lists essential papers on LLM-based agents with integrated tools like AgentGym for RL training. ## Choose when ### Choose AgentGPT if… - Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration. - Also covers Developer Tools. - AgentGPT ships Docker support for self-hosted deployment. - When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI ### Choose LLM-Agent-Paper-List if… - Tags unique to LLM-Agent-Paper-List: large language models, llm, nlp, rl. - Also covers Evaluation & Observability. - Looking to survey key advancements in LLM-based agent research, specifically through papers endorsed by authors. ## 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 ## When NOT to use LLM-Agent-Paper-List - Seeking real-time interactive debugging tools; focuses more on paper reviews and general frameworks than coding sandbox features. - Require support documentation in languages other than English or project-specific code details, as licensing and detailed documentation are currently unverified. ## Common questions ### What is the difference between AgentGPT and LLM-Agent-Paper-List? AgentGPT: Assembler for autonomous AI Agents. LLM-Agent-Paper-List: Must-read papers for LLM-based agents.. See the comparison table for live GitHub stats and shared categories. ### When should I choose AgentGPT over LLM-Agent-Paper-List? Choose AgentGPT over LLM-Agent-Paper-List when Tags unique to AgentGPT: autonomous, backend-development, cli-setup, database-integration; Also covers Developer Tools; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI. ### When should I choose LLM-Agent-Paper-List over AgentGPT? Choose LLM-Agent-Paper-List over AgentGPT when Tags unique to LLM-Agent-Paper-List: large language models, llm, nlp, rl; Also covers Evaluation & Observability; Looking to survey key advancements in LLM-based agent research, specifically through papers endorsed by authors. ### 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 ### When should I avoid LLM-Agent-Paper-List? Seeking real-time interactive debugging tools; focuses more on paper reviews and general frameworks than coding sandbox features. Require support documentation in languages other than English or project-specific code details, as licensing and detailed documentation are currently unverified. ### Is AgentGPT or LLM-Agent-Paper-List more popular on GitHub? AgentGPT has more GitHub stars (36,304 vs 8,172). Stars measure visibility, not whether either tool fits your constraints. ### Are AgentGPT and LLM-Agent-Paper-List open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to AgentGPT or LLM-Agent-Paper-List? GraphCanon lists graph-backed alternatives at [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) and [LLM-Agent-Paper-List alternatives](/tools/woooodyy-llm-agent-paper-list/alternatives) ([AgentGPT markdown twin](/tools/reworkd-agentgpt/alternatives.md), [LLM-Agent-Paper-List markdown twin](/tools/woooodyy-llm-agent-paper-list/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/reworkd-agentgpt-vs-woooodyy-llm-agent-paper-list.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AgentGPT or LLM-Agent-Paper-List? AgentGPT: Archived. LLM-Agent-Paper-List: 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 AgentGPT and LLM-Agent-Paper-List? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AgentGPT trust report](/tools/reworkd-agentgpt/trust); [LLM-Agent-Paper-List trust report](/tools/woooodyy-llm-agent-paper-list/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=reworkd-agentgpt`](/api/graphcanon/graph?tool=reworkd-agentgpt) - 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/_