--- title: "MM-REACT vs LLM-Agent-Paper-List" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-mm-react-vs-woooodyy-llm-agent-paper-list" tools: ["microsoft-mm-react", "woooodyy-llm-agent-paper-list"] --- # MM-REACT vs LLM-Agent-Paper-List *GraphCanon updated Aug 17, 2026* ## Verdict Pick MM-REACT if mM-REACT is an AI agent framework built upon LangChain; pick LLM-Agent-Paper-List if lists essential papers on LLM-based agents with integrated tools like AgentGym for RL training. [MM-REACT](https://multimodal-react.github.io/) reports 967 GitHub stars, 66 forks, and 20 open issues, last pushed Jan 31, 2024. [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 [MM-REACT's repository](https://github.com/microsoft/MM-REACT) and [LLM-Agent-Paper-List's repository](https://github.com/WooooDyy/LLM-Agent-Paper-List). | | [MM-REACT](/tools/microsoft-mm-react.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Tagline | MM-REACT is an AI agent framework built upon langchain. | Must-read papers for LLM-based agents. | | Stars | 967 | 8,172 | | Forks | 66 | 495 | | Open issues | 20 | 31 | | Language | Python | - | | Adopt for | MM-REACT is an AI agent framework built upon LangChain. | Lists essential papers on LLM-based agents with integrated tools like AgentGym for RL training. | | Persona | - | - | | Runtime | - | - | | License | MIT | - | | Categories | AI Agents | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [MM-REACT](/tools/microsoft-mm-react.md) | [LLM-Agent-Paper-List](/tools/woooodyy-llm-agent-paper-list.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 926d | 339d | | Open issues (now) | 20 | 31 | | Stars delta | 0 (30d) | +4 (30d) | | Open issues delta | 0 (30d) | +2 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/microsoft-mm-react/trust.md) | [trust report](/tools/woooodyy-llm-agent-paper-list/trust.md) | ## Decision facts: MM-REACT - **Adopt for:** MM-REACT is an AI agent framework built upon LangChain. ## 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 MM-REACT if… - Tags unique to MM-REACT: ai workflow frameworks, langchain, microsoft, python. - If you are working on complex AI workflows and have prior experience with LangChain projects. - Leaner open-issue backlog (20). ### Choose LLM-Agent-Paper-List if… - Tags unique to LLM-Agent-Paper-List: agent, large language models, llm, nlp. - Also covers Evaluation & Observability. - Looking to survey key advancements in LLM-based agent research, specifically through papers endorsed by authors. ## When NOT to use MM-REACT - Avoid if the dependency on LangChain introduces limitations or complexities that impede project goals. - Not suitable if a more lightweight, alternative AI agent framework is preferred for your specific needs. ## 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 MM-REACT and LLM-Agent-Paper-List? MM-REACT: MM-REACT is an AI agent framework built upon langchain.. 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 MM-REACT over LLM-Agent-Paper-List? Choose MM-REACT over LLM-Agent-Paper-List when Tags unique to MM-REACT: ai workflow frameworks, langchain, microsoft, python; If you are working on complex AI workflows and have prior experience with LangChain projects; Leaner open-issue backlog (20). ### When should I choose LLM-Agent-Paper-List over MM-REACT? Choose LLM-Agent-Paper-List over MM-REACT when Tags unique to LLM-Agent-Paper-List: agent, large language models, llm, nlp; Also covers Evaluation & Observability; Looking to survey key advancements in LLM-based agent research, specifically through papers endorsed by authors. ### When should I avoid MM-REACT? Avoid if the dependency on LangChain introduces limitations or complexities that impede project goals. Not suitable if a more lightweight, alternative AI agent framework is preferred for your specific needs. ### 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 MM-REACT or LLM-Agent-Paper-List more popular on GitHub? LLM-Agent-Paper-List has more GitHub stars (8,172 vs 967). Stars measure visibility, not whether either tool fits your constraints. ### Are MM-REACT and LLM-Agent-Paper-List open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to MM-REACT or LLM-Agent-Paper-List? GraphCanon lists graph-backed alternatives at [MM-REACT alternatives](/tools/microsoft-mm-react/alternatives) and [LLM-Agent-Paper-List alternatives](/tools/woooodyy-llm-agent-paper-list/alternatives) ([MM-REACT markdown twin](/tools/microsoft-mm-react/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/microsoft-mm-react-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, MM-REACT or LLM-Agent-Paper-List? MM-REACT: Dormant. 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 MM-REACT and LLM-Agent-Paper-List? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [MM-REACT trust report](/tools/microsoft-mm-react/trust); [LLM-Agent-Paper-List trust report](/tools/woooodyy-llm-agent-paper-list/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-mm-react`](/api/graphcanon/graph?tool=microsoft-mm-react) - 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/_