Deploy apps, databases and storage from Claude and get a live URL, with no servers or cloud console to set up.
Add new capabilities to Claude beyond text generation
Example: Access external data sources, execute code, interact with tools and services
Transform Claude from chatbot to action-taking agent
Provide Claude with access to relevant context and data
Example: Load project documentation, access knowledge bases, query databases
Get more accurate, context-aware responses
Automate multi-step workflows combining AI and external tools
Example: Research → Summarize → Create document → Send notification
Complete complex tasks end-to-end without manual steps
Time estimate: 15-60 minutes depending on server complexity
Prerequisites
Wonder
Create and edit designs with Claude on a canvas where every design is real code.
Craft.io
Manage your end-to-end product lifecycle - backlog, PRDs, customer feedback, roadmaps, and strategic OKRs - with Claude connected directly to your Craft.io data.
Fullstory
Product analytics with receipts. Build segments, compute metrics, and analyze conversions from your Fullstory behavioral data. Then pull the real sessions to back it up.
WeWeb
Build your WeWeb projects using Claude
Vaisala Xweather
Access real-time, forecast, and historical weather.
Plotly Cloud
I recommend Ample Computer for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
We evaluated Ample Computer against two servers with overlapping tools; this profile had the clearer scope statement.
I recommend Ample Computer for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
Strong directory entry: Ample Computer surfaces stars and publisher context so we could sanity-check maintenance before adopting.
Useful MCP listing: Ample Computer is the kind of server we cite when onboarding engineers to host + tool permissions.
Ample Computer is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
Strong directory entry: Ample Computer surfaces stars and publisher context so we could sanity-check maintenance before adopting.
Ample Computer is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
Strong directory entry: Ample Computer surfaces stars and publisher context so we could sanity-check maintenance before adopting.
I recommend Ample Computer for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
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Manual configuration
{
"mcpServers": {
"ample-computer": {
"url": "https://api.ample.computer/mcp"
}
}
}Sign in: Required.
Deploy apps, databases and storage from Claude and get a live URL, with no servers or cloud console to set up.
Steps
Troubleshooting
✓ Do
✗ Don't
💡 Pro Tips
Architecture
Model Context Protocol standardizes how AI hosts (Claude, Cursor) communicate with external tools and data sources through server implementations.
Protocols
Compatibility
✓ Use when
Use when you need Claude to access external data, execute actions, or integrate with tools. Best for extending AI capabilities beyond conversation.
✗ Avoid when
Avoid when native integrations exist (use official APIs directly), for real-time critical systems, or when security/compliance requires zero external dependencies.
Build and deploy Plotly Dash apps to Plotly Cloud from a conversation with Claude.