--- title: "agents vs MOE" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/wshobson-agents-vs-yelparchive-moe" tools: ["wshobson-agents", "yelparchive-moe"] --- # agents vs MOE *GraphCanon updated Jul 11, 2026* ## Verdict Pick agents when agents is primarily Python; MOE is C++; pick MOE when mOE is primarily C++; agents is Python. [agents](https://sethhobson.com) reports 38k GitHub stars, 4.0k forks, and 1 open issues, last pushed Jul 8, 2026. [MOE](https://github.com/YelpArchive/MOE) has 1.3k stars, 139 forks, and 175 open issues, last pushed Mar 24, 2023. Figures are from public GitHub metadata via [agents's repository](https://github.com/wshobson/agents) and [MOE's repository](https://github.com/YelpArchive/MOE). | | [agents](/tools/wshobson-agents.md) | [MOE](/tools/yelparchive-moe.md) | | --- | --- | --- | | Tagline | Multi-harness agentic plugin marketplace for various AI agents | A global, black box optimization engine for real world metric optimization. | | Stars | 37,779 | 1,318 | | Forks | 4,050 | 139 | | Open issues | 1 | 175 | | Language | Python | C++ | | Adopt for | The agents tool is a marketplace for plugins that enhances multiple AI agents, offering integration and management capabilities across several platforms, including Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agents](/tools/wshobson-agents.md) | [MOE](/tools/yelparchive-moe.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 2d | 1205d | | Archived on GitHub | No | Yes | | Open issues (now) | 1 | 175 | | Owner type | User | Organization | | Security scan | No MCP manifest | 15 low (15 low) | | Full report | [trust report](/tools/wshobson-agents/trust.md) | [trust report](/tools/yelparchive-moe/trust.md) | ## Decision facts: agents - **Adopt for:** The agents tool is a marketplace for plugins that enhances multiple AI agents, offering integration and management capabilities across several platforms, including Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot ## Choose when ### Choose agents if… - agents is primarily Python; MOE is C++. - License: agents is MIT, MOE is Other. - Tags unique to agents: agent-skills, agentic-ai, automation, prompt-engineering. - Also covers AI Agents. - You are working specifically within the ecosystems of Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, or Gemini CLI, as it provides tailored plugins for these environments ### Choose MOE if… - MOE is primarily C++; agents is Python. - License: MOE is Other, agents is MIT. - Tags unique to MOE: c++. - MOE ships Docker support for self-hosted deployment. ## When NOT to use agents - You are working solely within a niche environment that isn't one of the supported platforms (like Claude Code, Codex CLI, etc.) because it may not offer compatible plugins or extensive support - Your project requirements do not include interoperability between multiple AI agents and you only need to leverage functionalities from a single AI agent with a robust in-built plugin ecosystem ## When NOT to use MOE - MOE is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## Common questions ### What is the difference between agents and MOE? agents: Multi-harness agentic plugin marketplace for various AI agents. MOE: A global, black box optimization engine for real world metric optimization.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agents over MOE? Choose agents over MOE when agents is primarily Python; MOE is C++; License: agents is MIT, MOE is Other; Tags unique to agents: agent-skills, agentic-ai, automation, prompt-engineering; Also covers AI Agents; You are working specifically within the ecosystems of Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, or Gemini CLI, as it provides tailored plugins for these environments. ### When should I choose MOE over agents? Choose MOE over agents when MOE is primarily C++; agents is Python; License: MOE is Other, agents is MIT; Tags unique to MOE: c++; MOE ships Docker support for self-hosted deployment. ### When should I avoid agents? You are working solely within a niche environment that isn't one of the supported platforms (like Claude Code, Codex CLI, etc.) because it may not offer compatible plugins or extensive support Your project requirements do not include interoperability between multiple AI agents and you only need to leverage functionalities from a single AI agent with a robust in-built plugin ecosystem ### When should I avoid MOE? MOE is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### Is agents or MOE more popular on GitHub? agents has more GitHub stars (37,779 vs 1,318). Stars measure visibility, not whether either tool fits your constraints. ### Are agents and MOE open source? Yes - both are open-source projects on GitHub (agents: MIT, MOE: Other). ### Where can I find alternatives to agents or MOE? GraphCanon lists graph-backed alternatives at [agents alternatives](/tools/wshobson-agents/alternatives) and [MOE alternatives](/tools/yelparchive-moe/alternatives) ([agents markdown twin](/tools/wshobson-agents/alternatives.md), [MOE markdown twin](/tools/yelparchive-moe/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/wshobson-agents-vs-yelparchive-moe.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agents or MOE? agents: Very active. MOE: 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 agents and MOE? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agents trust report](/tools/wshobson-agents/trust); [MOE trust report](/tools/yelparchive-moe/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=wshobson-agents`](/api/graphcanon/graph?tool=wshobson-agents) - 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/_