Who it is for
Non-developers and agent operators who want an app hosted without infrastructure work.
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.
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
- 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
Manage Descope users, tenants, roles and auth journeys
Claude
Ezoic Setup
Implementation help for Ezoic ad integration on websites
Claude · ChatGPT
HAPI MCP Registry
Directory of publicly available MCP servers
ChatGPT
Manufact
Deploy and monitor MCP servers on Manufact Cloud
Claude · ChatGPT
SentinelX
Manage Linux servers from chat under an allowlist
ChatGPT
Error Log Parser
Turns raw error logs into structured JSON
ChatGPT
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.
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