# Caffeine — AI Connector Caffeine publishes 21 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/developer-tools/caffeine/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Developer Tools](https://node8.ai/ai-connectors/developer-tools/) # Caffeine Build and host apps on the Internet Computer from a prompt Listed in Claude · 21 published tools · Community-listed [Claude connector docs](https://help.caffeine.ai/hc/en-us/articles/49663075113236-Setting-Up-the-Caffeine-MCP-Server) [caffeine.ai](https://caffeine.ai/) Overview ## What Caffeine does Caffeine builds full-stack web apps from a plain-language description and deploys them onto the Internet Computer. The publisher's argument for that target is control rather than cost: apps cannot be switched off by an infrastructure provider, and upgrades are checked so a schema change cannot quietly drop data. Through the connector, a project is created from a prompt and refined by conversation, with live build sessions followed, drafts previewed and every project managed in one list. Read actions run directly; anything that creates, changes or deletes a project asks first. A caffeine.ai account is required, and twenty-one tools are claimed. ### Who it is for Non-developers and agent operators who want an app hosted without infrastructure work. ### Tool surface Twenty-one tools cover build, session and project management according to the listing, and the 401 on tools/list means the read versus confirm-first split is the publisher's description rather than an observation. Availability ## Where Caffeine is listed Caffeine is listed in the Claude connectors directory only. Caffeine Labs AG has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory Caffeine publishes 21 tools to Claude, deeper than 70.5% of the 1,253 Claude-listed connectors. The median Claude-listed connector filed under Developer Tools publishes 13, so this one runs 8 tools above its bucket's median and ranks 32nd of 95 by tool count. It falls in the 21-50 tools band, which holds 20% of the Claude directory. Caffeine publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher Caffeine Labs AG Verification Community-listed (61.5% of the Claude directory) Filed under Developer Tools Endpoint `https://mcp.caffeine.ai/mcp` Documentation [Publisher setup docs](https://help.caffeine.ai/hc/en-us/articles/49663075113236-Setting-Up-the-Caffeine-MCP-Server) Published tools 21 · 21-50 tools band Depth rank in Developer Tools 32 of 95 Snapshot August 2026 Caffeine is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How Caffeine Labs AG describes it > Tamperproof, sovereign infrastructure for AI-built software. Caffeine deploys every app you build onto the Internet Computer (ICP): a sovereign, serverless cloud that stays under your control. Unlike a normal cloud account, your apps can't be taken down or shut off; they're built to be immune to infrastructure hacks and traditional cyber attacks; and every upgrade is checked so a change can't silently lose your data. The result is tamperproof serverless software with safe upgrades and no vendor lock-in — your software and data stay yours. On top of that infrastructure, Caffeine is an AI app builder for on-demand app creation. You describe the software you want in plain language, and Claude and Caffeine build and ship it for you — a complete full-stack web app, hosted in one place, with no servers or databases to set up. Create an app in one message and refine it just by chatting. It's a no-code way to create custom software on demand, for you or your AI agent. Your apps don't stop at being tools, either. Their data becomes a living model of your business you can simply ask: pose a plain-language question like "which project is most profitable?" and get an answer instead of building a dashboard, so your software doubles as a source of insights. With this connector, Claude is your hands-on build partner: create from a prompt, refine by conversation, follow live build sessions, preview each draft, and manage every project in one place. A caffeine.ai account is required, and while read-only actions run seamlessly, anything that creates, changes, or deletes a project always asks first. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Developer Tools connectors ### [Descope for Claude](https://node8.ai/ai-connectors/developer-tools/descope-for-claude/) Manage Descope users, tenants, roles and auth journeys Claude ### [Ezoic Setup](https://node8.ai/ai-connectors/developer-tools/ezoic-setup/) Implementation help for Ezoic ad integration on websites Claude · ChatGPT ### [HAPI MCP Registry](https://node8.ai/ai-connectors/developer-tools/hapi-mcp-registry/) Directory of publicly available MCP servers ChatGPT ### [Manufact](https://node8.ai/ai-connectors/developer-tools/manufact/) Deploy and monitor MCP servers on Manufact Cloud Claude · ChatGPT ### [SentinelX](https://node8.ai/ai-connectors/developer-tools/sentinelx/) Manage Linux servers from chat under an allowlist ChatGPT ### [Error Log Parser](https://node8.ai/ai-connectors/developer-tools/error-log-parser/) Turns raw error logs into structured JSON ChatGPT [All 188 Developer Tools connectors](https://node8.ai/ai-connectors/developer-tools/) This is an independent catalogue entry compiled by Node8 from Caffeine's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Caffeine Labs AG, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session