mcpbeat Sign in

Lambda Labs MCP Server

answering

Lambda Labs is answering right now. Last checked 15 min ago. It exposes 15 tools. Last commit 1 Sep 2026.

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

Uptime history 47 days of history · worst day 13%
47 days agonow
100.0%
Uptime 24h
91 of 91 checks
15
Tools
read from the server
157 ms
Response time
average over 24h
0
Stars
last commit 1 Sep 2026

Nothing serious here today

Today is the operative word: we check Lambda Labs every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 15 min ago.

run in your terminal
claude mcp add lambda-labs --transport http https://lambda-labs.usefulapi.io/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "lambda-labs": {
      "url": "https://lambda-labs.usefulapi.io/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.lambda-labs]
url = "https://lambda-labs.usefulapi.io/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "lambda-labs": {
      "url": "https://lambda-labs.usefulapi.io/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "lambda-labs": {
      "url": "https://lambda-labs.usefulapi.io/mcp"
    }
  }
}

Available tools 15

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

lambda
lambda_create_filesystem
Create a new persistent filesystem in a region (can then be attached to instances at launch). Lambda Cloud REST: POST /api/v1/filesystems.
lambda_delete_filesystem
Delete a persistent filesystem by id. Irreversible — DESTROYS all data on it. The filesystem must not be attached to any instance. Lambda Cloud REST: DELETE /api/v1/filesystems/{id}.
lambda_get_firewall_ruleset
Get a single firewall ruleset by id. Lambda Cloud REST: GET /api/v1/firewall-rulesets/{id}.
lambda_get_instance
Get full details of a single instance by id (status, ip, region, instance_type, ssh/filesystem attachments, jupyter url, available actions). Lambda Cloud REST: GET /api/v1/instances/{id}.
lambda_launch_instance
Launch one or more GPU cloud instances. COSTS MONEY: billing starts as soon as the instance boots (hourly rate per instance_type). Pick region_name + instance_type_name from lambda_list_instance_types (only regions with capacity available), and pass exactly one existing SSH key name in ssh_key_names (create keys in the Lambda dashboard). Lambda Cloud REST: POST /api/v1/instance-operations/launch.
lambda_list_audit_events
List account audit-log events, optionally filtered by time window and resource type, with page_token pagination. Lambda Cloud REST: GET /api/v1/audit-events.
lambda_list_filesystems
List your persistent filesystems (id, name, region, status, created_at) that can be attached to instances at launch. Lambda Cloud REST: GET /api/v1/file-systems.
lambda_list_firewall_rules
List the account's inbound firewall rules (protocol, port range, source CIDR, description). Lambda Cloud REST: GET /api/v1/firewall-rules.
lambda_list_firewall_rulesets
List firewall rulesets (id, name, region, rules) that can be applied to instances. Lambda Cloud REST: GET /api/v1/firewall-rulesets.
lambda_list_images
List available machine images (id, name, family, version, region availability) that can be selected when launching an instance. Lambda Cloud REST: GET /api/v1/images.
lambda_list_instance_types
List all GPU instance types with their specs (vcpus, memory, storage, gpus), hourly price (price_cents_per_hour), and which regions currently have capacity available. Use this to pick region_name + instance_type_name before launching. Lambda Cloud REST: GET /api/v1/instance-types.
lambda_list_instances
List your running GPU cloud instances (id, name, ip, status, region, instance_type, ssh_key_names, filesystems, jupyter_url). Lambda Cloud REST: GET /api/v1/instances.
lambda_restart_instances
Restart one or more running instances by id (a reboot — the instances are NOT destroyed and billing continues). Lambda Cloud REST: POST /api/v1/instance-operations/restart.
lambda_terminate_instances
Terminate (permanently destroy) one or more instances by id. This STOPS billing for them but DESTROYS the instances and any non-persistent data — persistent filesystems survive. Irreversible. Lambda Cloud REST: POST /api/v1/instance-operations/terminate.
lambda_update_instance
Update a live instance's name and/or tags. Only provided fields are changed. Lambda Cloud REST: POST /api/v1/instances/{id}.

Endpoints

URLTransportStateLatencyChecked
https://lambda-labs.usefulapi.io/mcp streamable-http answering 72 ms 15 min ago

Alternatives to Lambda Labs

same job, measured the same way
Filesystem
by domdomegg

Read, create, and edit files.

89 installs/wk local only
tmodloader-mcp
by musharna

Drive a running tModLoader (Terraria) instance from an agent: launch, query, screenshot, read state.

local only
I
Vulcan File Ops
by n0zer0d4y

MCP server for AI assistants: read, write, edit, and manage files securely on local filesystem.

92 installs/wk local only
Google Drive
by domdomegg

Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

98 installs/wk local only
Files
by abhishekkumar2021

Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.

58 installs/wk local only
TitanStore Commerce MCP
by fish-tacos

MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.

5 tools answering
Obsidian MCP Server
by tylern91

Filesystem-based MCP server for Obsidian vaults — read, search, and edit notes, no app required.

local only
Omni MCP Server
by bitofacoder

All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in.

56 installs/wk local only

Lambda Labs — questions

Answers built from our own checks of this server.

What can Lambda Labs do?
It exposes 15 tools, read directly from the server on our last check. Among them: lambda_create_filesystem, lambda_delete_filesystem, lambda_get_firewall_ruleset, lambda_get_instance, lambda_launch_instance, lambda_list_audit_events and 9 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Lambda Labs working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 157 ms. The bar chart above shows every period we have measured.
How do I connect Lambda Labs?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Lambda Labs need an API key?
No. Lambda Labs completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 15 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Lambda Labs?
It answers our handshake in 157 ms on average, which is faster than 75% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Lambda Labs open source?
Yes — it is published under the MIT licence, written in JavaScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.