--- title: "n8n-mcp vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/czlonkowski-n8n-mcp-vs-softaworks-agent-toolkit" tools: ["czlonkowski-n8n-mcp", "softaworks-agent-toolkit"] --- # n8n-mcp vs agent-toolkit *GraphCanon updated Aug 25, 2026* ## Verdict Pick n8n-mcp if n8n-mcp integrates with AI tools like Claude Desktop, Claude Code, Windsurf, Cursor to manage n8n workflows; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows. [n8n-mcp](https://www.n8n-mcp.com/) reports 23k GitHub stars, 3.6k forks, and 63 open issues, last pushed Aug 24, 2026. [agent-toolkit](https://github.com/softaworks/agent-toolkit) has 2.3k stars, 217 forks, and 17 open issues, last pushed Mar 5, 2026. Figures are from public GitHub metadata via [n8n-mcp's repository](https://github.com/czlonkowski/n8n-mcp) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [n8n-mcp](/tools/czlonkowski-n8n-mcp.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | A MCP for Claude Desktop/Claude Code/Windsurf/Cursor to build n8n workflows | A curated collection of skills for AI coding agents | | Stars | 22,782 | 2,307 | | Forks | 3,631 | 217 | | Open issues | 63 | 17 | | Language | TypeScript | Python | | Adopt for | n8n-mcp integrates with AI tools like Claude Desktop, Claude Code, Windsurf, Cursor to manage n8n workflows. | Extends AI coding agent capabilities with Python skills for development and professional workflows | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [n8n-mcp](/tools/czlonkowski-n8n-mcp.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 159d | | Open issues (now) | 63 | 17 | | Stars delta | +376 (30d) | Unknown | | Open issues delta | +8 (30d) | Unknown | | Owner type | User | Organization | | Full report | [trust report](/tools/czlonkowski-n8n-mcp/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | ## Shared compatibility - **Node.js**: [n8n-mcp](/tools/czlonkowski-n8n-mcp.md) - Node.js runtime; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Node.js runtime ## Decision facts: n8n-mcp - **Adopt for:** n8n-mcp integrates with AI tools like Claude Desktop, Claude Code, Windsurf, Cursor to manage n8n workflows. ## Decision facts: agent-toolkit - **Adopt for:** Extends AI coding agent capabilities with Python skills for development and professional workflows ## Choose when ### Choose n8n-mcp if… - n8n-mcp is primarily TypeScript; agent-toolkit is Python. - Tags unique to n8n-mcp: mcp, mcp-server, n8n, workflows. - n8n-mcp ships Docker support for self-hosted deployment. - n8n-mcp ships an MCP server manifest. - When aiming for seamless integration between specific AI development tools and n8n. ### Choose agent-toolkit if… - agent-toolkit is primarily Python; n8n-mcp is TypeScript. - Tags unique to agent-toolkit: agent-skills, ai, automation, claude. - Also covers AI Agents. - For enhancing specific tasks like documentation, planning, and workflow management ## When NOT to use n8n-mcp - Avoid if your project requires support for a wider range of AI tools beyond those specified. - Not suitable when the project cannot accommodate a dependency on TypeScript. ## When NOT to use agent-toolkit - If you seek support for languages other than Python - When working with non-Python based coding agents that require specialized skills not covered by this toolkit - In cases where custom, from-scratch development is preferred over using pre-packaged scripts ## Common questions ### What is the difference between n8n-mcp and agent-toolkit? n8n-mcp: A MCP for Claude Desktop/Claude Code/Windsurf/Cursor to build n8n workflows. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose n8n-mcp over agent-toolkit? Choose n8n-mcp over agent-toolkit when n8n-mcp is primarily TypeScript; agent-toolkit is Python; Tags unique to n8n-mcp: mcp, mcp-server, n8n, workflows; n8n-mcp ships Docker support for self-hosted deployment; n8n-mcp ships an MCP server manifest; When aiming for seamless integration between specific AI development tools and n8n. ### When should I choose agent-toolkit over n8n-mcp? Choose agent-toolkit over n8n-mcp when agent-toolkit is primarily Python; n8n-mcp is TypeScript; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management. ### When should I avoid n8n-mcp? Avoid if your project requires support for a wider range of AI tools beyond those specified. Not suitable when the project cannot accommodate a dependency on TypeScript. ### When should I avoid agent-toolkit? If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts ### Is n8n-mcp or agent-toolkit more popular on GitHub? n8n-mcp has more GitHub stars (22,782 vs 2,307). Stars measure visibility, not whether either tool fits your constraints. ### Are n8n-mcp and agent-toolkit open source? Yes - both are open-source projects on GitHub (n8n-mcp: MIT, agent-toolkit: MIT). ### Where can I find alternatives to n8n-mcp or agent-toolkit? GraphCanon lists graph-backed alternatives at [n8n-mcp alternatives](/tools/czlonkowski-n8n-mcp/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([n8n-mcp markdown twin](/tools/czlonkowski-n8n-mcp/alternatives.md), [agent-toolkit markdown twin](/tools/softaworks-agent-toolkit/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/czlonkowski-n8n-mcp-vs-softaworks-agent-toolkit.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, n8n-mcp or agent-toolkit? n8n-mcp: Very active. agent-toolkit: 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 n8n-mcp and agent-toolkit? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [n8n-mcp trust report](/tools/czlonkowski-n8n-mcp/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=czlonkowski-n8n-mcp`](/api/graphcanon/graph?tool=czlonkowski-n8n-mcp) - 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/_