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Club is a textbook example of the 'connectivity' layer in the agent stack. For an AI to transition from a chatbot to an agent, it must have the ability to observe and act upon external systems. Club provides the pre-built 'hands' and 'eyes' for these agents, specifically for high-value creative and analytical tools.
They are particularly relevant to the ecosystem's move toward standardized tool-use, as seen with their early adoption of patterns like the Model Context Protocol. By making it easy for non-developers to connect their SaaS accounts to Claude and other interfaces, Club is accelerating the consumerization of AI agents, moving them out of the terminal and into the hands of designers and product managers.
Club is a startup focused on solving the 'tool use' problem for large language models. While LLMs are increasingly capable of reasoning, they remain largely siloed from the professional software where actual work happens. Club builds the connectors that allow models, specifically via interfaces like Anthropic’s Claude, to interact with external SaaS platforms. By providing a bridge to tools like Figma, Canva, and Amplitude, Club allows users to move beyond simple text generation and into active project management and data analysis within a chat interface.
The core technical challenge Club addresses is the translation between human-centric graphical user interfaces (GUIs) and machine-centric LLM prompts. Most professional software is designed for clicks and visual inspection. Club creates the abstraction layer that exposes the data and functionality of these tools to an AI. A user can ask their AI about specific design elements in a Figma file or request an update on product metrics from Amplitude. Club handles the authentication and data retrieval, injecting the relevant context into the AI’s context window.
This approach is particularly relevant given the rise of the Model Context Protocol (MCP), an open standard for connecting AI models to data sources. Club is an early mover in this space, providing a managed way for users to activate these capabilities without needing to host their own MCP servers or write custom integration code.
One of the primary differentiators for Club is its focus on mobile accessibility. While many AI developer tools focus on the desktop environment or IDEs, Club emphasizes making these professional toolsets available within AI apps on mobile devices. This acknowledges a shift in how knowledge workers interact with AI—using it as a mobile-first 'assistant' that needs to be able to reach back into the desktop-heavy software stack to be useful. By enabling Canva slide creation or Figma exploration on a phone via Claude, Club expands the utility of the mobile AI experience.
Club is the latest project from Kristijan Ristovski, better known in the developer community as Kitze. Based in Poland, Kitze has a history of building high-utility developer tools, including Sizzy (a browser for developers) and OK Alpha. His 'Tinkerer Club' studio typically focuses on building polished, user-centric software that solves specific frictions in the modern development and design workflow. Club follows this pattern, taking the complex problem of LLM tool-calling and packaging it into a consumer-ready experience.
Club sits in a rapidly evolving part of the AI stack. It competes with two main forces. First, the AI labs themselves (Anthropic, OpenAI) are building first-party integrations. Second, the SaaS vendors (Figma, Notion) are building their own AI agents. Club’s advantage is its neutrality and its role as a cross-platform aggregator. Users rarely work in just one tool; by providing a single point of entry for multiple SaaS integrations, Club offers a more cohesive 'agentic' experience than any single vendor can provide natively.
An integration layer connecting SaaS tools like Figma and Amplitude to AI agents and chat interfaces.
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