lambda-labs

MCP serverFiles & storage

Read GPU instances, types, images, filesystems and firewall rules; launch and terminate instances.

Available today. Use it from your connected AI after setup.

No other account needed.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the lambda list instances tool from lambda-labs

Install lambda-labs

The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

Claude Code
claude mcp add --transport http --scope user lambda-labs 'https://lambda-labs.usefulapi.io/mcp'
Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://lambda-labs.usefulapi.io/mcp
Add a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=lambda-labs&config=eyJ1cmwiOiJodHRwczovL2xhbWJkYS1sYWJzLnVzZWZ1bGFwaS5pby9tY3AifQ==
Open the link and Cursor adds the server at that address.
ChatGPT
https://lambda-labs.usefulapi.io/mcp
In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add lambda-labs --url 'https://lambda-labs.usefulapi.io/mcp'
Run it once, then sign in with codex mcp login lambda-labs if the server asks for an account.

From the project's README

As published by m190/usefulapi-mcp in README.md. This repository publishes several servers, so only the opening is shown here.

Hosted MCP servers for the tools you already use — connect from Claude, Cursor, or any MCP client. No local install, no key-juggling: authorize once and go.

Portal: https://usefulapi.io

Servers

Server	Category	Tools	Auth	Docs
Ably	realtime	17	API token	servers/ably/
Accelo	project-management	23	API token	servers/accelo/
Acuity Scheduling	calendar	20	API token	servers/acuity-scheduling/
Aircall	communications	27	API token	servers/aircall/
All Quiet	observability	13	API token	servers/all-quiet/
Amberflo	usage-metering	16	API token	servers/amberflo/
Anvil	documents	12	API token	servers/anvil/
Api2Pdf	documents	18	API token	servers/api2pdf/
[api.video](servers/ap

Shortened here. Read the whole README on GitHub.

Tools it offers (15)

What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

lambda_list_instances
lambda_get_instance
lambda_list_instance_types
lambda_list_images
lambda_list_filesystems
lambda_list_firewall_rules
lambda_list_firewall_rulesets
lambda_get_firewall_ruleset
lambda_list_audit_events
lambda_launch_instance
lambda_restart_instances
lambda_terminate_instances
lambda_update_instance
lambda_create_filesystem
lambda_delete_filesystem

Signals

Last commit: Sep 2026

Advanced

Delivery: lambda-labs MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type: mcp-server
Key: io-usefulapi-lambda-labs
Source: github.com/m190/usefulapi-mcp
Hosted endpoint: https://lambda-labs.usefulapi.io/mcp

github.com/m190/usefulapi-mcp

More in Files & storage

desktop-commander
MCP server · wonderwhy-er
More in Files & storage local-mcp
MCP server · lanchuske
More in Files & storage runtime
MCP server · withruntime
More in Files & storage open-agreements
MCP server · open-agreements
More in Files & storage yungle
MCP server · heindewilde
More in Files & storage srift
MCP server · srivardhan113
More in Files & storage