--- title: "agentsys vs claude-context" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agent-sh-agentsys-vs-zilliztech-claude-context" tools: ["agent-sh-agentsys", "zilliztech-claude-context"] --- # agentsys vs claude-context *GraphCanon updated Aug 18, 2026* ## Verdict Pick agentsys if agentsys supports automation through AI agents that handle various coding environments with plugins and skills; pick claude-context if claude-context integrates your entire codebase as context for AI-assisted coding tasks, enhancing Claude Code's capabilities. [agentsys](https://agent-sh.github.io/agentsys/) reports 962 GitHub stars, 111 forks, and 0 open issues, last pushed Jul 26, 2026. [claude-context](https://github.com/zilliztech/claude-context/tree/master/docs) has 12k stars, 913 forks, and 141 open issues, last pushed Jul 14, 2026. Figures are from public GitHub metadata via [agentsys's repository](https://github.com/agent-sh/agentsys) and [claude-context's repository](https://github.com/zilliztech/claude-context). | | [agentsys](/tools/agent-sh-agentsys.md) | [claude-context](/tools/zilliztech-claude-context.md) | | --- | --- | --- | | Tagline | AI writes code to automate workflows and tasks | Code search MCP for Claude Code. Make entire codebase the context for any coding agent. | | Stars | 962 | 12,408 | | Forks | 111 | 913 | | Open issues | 0 | 141 | | Language | JavaScript | TypeScript | | Adopt for | agentsys supports automation through AI agents that handle various coding environments with plugins and skills. | claude-context integrates your entire codebase as context for AI-assisted coding tasks, enhancing Claude Code's capabilities. | | Persona | - | - | | Runtime | - | - | | License | MIT | The MIT License grants permission to use this tool for both personal and commercial purposes with conditions related to copying, modifying, merging, publishing, distributing, sublicensing, and/or售卖。但是 | | Categories | AI Agents, Developer Tools | AI Agents, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentsys](/tools/agent-sh-agentsys.md) | [claude-context](/tools/zilliztech-claude-context.md) | | --- | --- | --- | | Maintenance | Active (82%) | Steady (60%) | | Days since push | 16d | 35d | | Open issues (now) | 0 | 141 | | Stars delta | Unknown | +249 (30d) | | Open issues delta | Unknown | +16 (30d) | | Full report | [trust report](/tools/agent-sh-agentsys/trust.md) | [trust report](/tools/zilliztech-claude-context/trust.md) | ## Decision facts: agentsys - **Pricing:** freemium - MIT licensed tool offers open access for free but may include premium plugins or skills. - **Requirements:** Min 2 GB RAM; Requires modern JavaScript environment to run effectively.; Ensure internet connectivity due to reliance on plugins and skills that may require update downloads or external API access for certain functionalities. - **Adopt for:** agentsys supports automation through AI agents that handle various coding environments with plugins and skills. ## Decision facts: claude-context - **Adopt for:** claude-context integrates your entire codebase as context for AI-assisted coding tasks, enhancing Claude Code's capabilities. - **License detail:** The MIT License grants permission to use this tool for both personal and commercial purposes with conditions related to copying, modifying, merging, publishing, distributing, sublicensing, and/or售卖。但是 ## Choose when ### Choose agentsys if… - agentsys is primarily JavaScript; claude-context is TypeScript. - Pricing: MIT licensed tool offers open access for free but may include premium plugins or skills.. - Requirements: Min 2 GB RAM; Requires modern JavaScript environment to run effectively.; Ensure internet connectivity due to reliance on plugins and skills that may require update downloads or external API access for certain functionalities.. - Tags unique to agentsys: ai, automation, autonomous-agents, codex. - Also covers Developer Tools. - Use when you need to automate complex workflows in JavaScript-heavy projects, as it integrates well with JavaScript environments like Claude Code. ### Choose claude-context if… - claude-context is primarily TypeScript; agentsys is JavaScript. - Tags unique to claude-context: agentic-rag, ai-coding, code generation, code-search. - Also covers Vector Databases. - When you need to leverage your entire codebase’s context for more accurate and relevant code completion or generation tasks with Claude Code. ## When NOT to use agentsys - Avoid for teams not proficient in JavaScript or those preferring languages where agentsys does not provide comparable support. - Do not use if your project scope is better served by competitors with more specialized skill sets that align closely with niche requirements, as opposed to the general utility approach of agentsys. ## When NOT to use claude-context - If your project requires minimizing resource usage since integrating a large codebase as context can be computationally expensive. - When working on small, simple projects that do not benefit significantly from full-context AI analysis, as it might overcomplicate the setup. ## Common questions ### What is the difference between agentsys and claude-context? agentsys: AI writes code to automate workflows and tasks. claude-context: Code search MCP for Claude Code. Make entire codebase the context for any coding agent.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentsys over claude-context? Choose agentsys over claude-context when agentsys is primarily JavaScript; claude-context is TypeScript; Pricing: MIT licensed tool offers open access for free but may include premium plugins or skills.; Requirements: Min 2 GB RAM; Requires modern JavaScript environment to run effectively.; Ensure internet connectivity due to reliance on plugins and skills that may require update downloads or external API access for certain functionalities.; Tags unique to agentsys: ai, automation, autonomous-agents, codex; Also covers Developer Tools; Use when you need to automate complex workflows in JavaScript-heavy projects, as it integrates well with JavaScript environments like Claude Code. ### When should I choose claude-context over agentsys? Choose claude-context over agentsys when claude-context is primarily TypeScript; agentsys is JavaScript; Tags unique to claude-context: agentic-rag, ai-coding, code generation, code-search; Also covers Vector Databases; When you need to leverage your entire codebase’s context for more accurate and relevant code completion or generation tasks with Claude Code. ### When should I avoid agentsys? Avoid for teams not proficient in JavaScript or those preferring languages where agentsys does not provide comparable support. Do not use if your project scope is better served by competitors with more specialized skill sets that align closely with niche requirements, as opposed to the general utility approach of agentsys. ### When should I avoid claude-context? If your project requires minimizing resource usage since integrating a large codebase as context can be computationally expensive. When working on small, simple projects that do not benefit significantly from full-context AI analysis, as it might overcomplicate the setup. ### Is agentsys or claude-context more popular on GitHub? claude-context has more GitHub stars (12,408 vs 962). Stars measure visibility, not whether either tool fits your constraints. ### Are agentsys and claude-context open source? Yes - both are open-source projects on GitHub (agentsys: MIT, claude-context: MIT). ### Where can I find alternatives to agentsys or claude-context? GraphCanon lists graph-backed alternatives at [agentsys alternatives](/tools/agent-sh-agentsys/alternatives) and [claude-context alternatives](/tools/zilliztech-claude-context/alternatives) ([agentsys markdown twin](/tools/agent-sh-agentsys/alternatives.md), [claude-context markdown twin](/tools/zilliztech-claude-context/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/agent-sh-agentsys-vs-zilliztech-claude-context.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentsys or claude-context? agentsys: Active. claude-context: Steady. 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 agentsys and claude-context? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentsys trust report](/tools/agent-sh-agentsys/trust); [claude-context trust report](/tools/zilliztech-claude-context/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agent-sh-agentsys`](/api/graphcanon/graph?tool=agent-sh-agentsys) - 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/_