--- title: "NotFair vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nowork-studio-notfair-vs-softaworks-agent-toolkit" tools: ["nowork-studio-notfair", "softaworks-agent-toolkit"] --- # NotFair vs agent-toolkit *GraphCanon updated Aug 12, 2026* ## Verdict Pick NotFair if notFair is an open-source Claude Code plugin offering specific skills for SEO, GEO, Google Ads, and Meta Ads. It facilitates seamless integration with the Claude Code framework via automated updates after one-time setup; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows. [NotFair](https://notfair.co/) reports 3.3k GitHub stars, 411 forks, and 6 open issues, last pushed Jul 31, 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 [NotFair's repository](https://github.com/nowork-studio/NotFair) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [NotFair](/tools/nowork-studio-notfair.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads | A curated collection of skills for AI coding agents | | Stars | 3,320 | 2,307 | | Forks | 411 | 217 | | Open issues | 6 | 17 | | Language | TypeScript | Python | | Adopt for | NotFair is an open-source Claude Code plugin offering specific skills for SEO, GEO, Google Ads, and Meta Ads. It facilitates seamless integration with the Claude Code framework via automated updates after one-time setup. | 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._ | | [NotFair](/tools/nowork-studio-notfair.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 6d | 159d | | Open issues (now) | 6 | 17 | | Full report | [trust report](/tools/nowork-studio-notfair/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | ## Shared compatibility - **Node.js**: [NotFair](/tools/nowork-studio-notfair.md) - Node.js runtime; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Node.js runtime ## Decision facts: NotFair - **Pricing:** freemium - NotFair is open-source under the MIT license, free for use by any party without limitation. However, extended support or premium features could incur costs not covered in the basic repository. - **Requirements:** Min 2 GB RAM - **Adopt for:** NotFair is an open-source Claude Code plugin offering specific skills for SEO, GEO, Google Ads, and Meta Ads. It facilitates seamless integration with the Claude Code framework via automated updates after one-time setup. ## Decision facts: agent-toolkit - **Adopt for:** Extends AI coding agent capabilities with Python skills for development and professional workflows ## Choose when ### Choose NotFair if… - NotFair is primarily TypeScript; agent-toolkit is Python. - Pricing: NotFair is open-source under the MIT license, free for use by any party without limitation. However, extended support or premium features could incur costs not covered in the basic repository.. - Requirements: Min 2 GB RAM. - Tags unique to NotFair: claude-code-plugin, claude-skills, geo, googleads. - You need to integrate SEO or ad management functionalities into your projects using Claude Code, as NotFair is specially designed for this ecosystem. ### Choose agent-toolkit if… - agent-toolkit is primarily Python; NotFair 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 NotFair - Your project does not involve work with Claude Code, since NotFair integrates directly into the Claude framework and may require significant refactoring to adapt it elsewhere. - If you are looking for a comprehensive solution that also covers Amazon Ads or other ad networks beyond Google Ads and Meta Ads. ## 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 NotFair and agent-toolkit? NotFair: Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. 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 NotFair over agent-toolkit? Choose NotFair over agent-toolkit when NotFair is primarily TypeScript; agent-toolkit is Python; Pricing: NotFair is open-source under the MIT license, free for use by any party without limitation. However, extended support or premium features could incur costs not covered in the basic repository.; Requirements: Min 2 GB RAM; Tags unique to NotFair: claude-code-plugin, claude-skills, geo, googleads; You need to integrate SEO or ad management functionalities into your projects using Claude Code, as NotFair is specially designed for this ecosystem. ### When should I choose agent-toolkit over NotFair? Choose agent-toolkit over NotFair when agent-toolkit is primarily Python; NotFair 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 NotFair? Your project does not involve work with Claude Code, since NotFair integrates directly into the Claude framework and may require significant refactoring to adapt it elsewhere. If you are looking for a comprehensive solution that also covers Amazon Ads or other ad networks beyond Google Ads and Meta Ads. ### 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 NotFair or agent-toolkit more popular on GitHub? NotFair has more GitHub stars (3,320 vs 2,307). Stars measure visibility, not whether either tool fits your constraints. ### Are NotFair and agent-toolkit open source? Yes - both are open-source projects on GitHub (NotFair: MIT, agent-toolkit: MIT). ### Where can I find alternatives to NotFair or agent-toolkit? GraphCanon lists graph-backed alternatives at [NotFair alternatives](/tools/nowork-studio-notfair/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([NotFair markdown twin](/tools/nowork-studio-notfair/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/nowork-studio-notfair-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, NotFair or agent-toolkit? NotFair: 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 NotFair and agent-toolkit? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [NotFair trust report](/tools/nowork-studio-notfair/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nowork-studio-notfair`](/api/graphcanon/graph?tool=nowork-studio-notfair) - 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/_