WhoisFreaks MCP Server

A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API suite as AI-callable tools. Works with Claude Desktop, Cursor, Windsurf, VS Code, Continue, Zed, and any other MCP-compatible AI client.

Three ways to use it — pick what fits your setup:

	Method	Requires	Best for
⭐ Easiest	Hosted server	Just your API key	Everyone — nothing to install
	Docker (pre-built image)	Docker	Running it on your own machine or VM
	Build from source	Java 17 + Maven	Contributors / custom builds

Connect it to any MCP client via Streamable HTTP (/mcp endpoint, hosted or self-hosted) or stdio (local).

Every user brings their own WhoisFreaks API key — the HTTP server stores no key of its own and uses the key sent with each request.

Tools Reference (22 tools)
Hosted Server (no install)
Quick Start
- ⭐ Recommended — Docker
- Build from Source
Prerequisites
Platform Integration
Example Prompts
Troubleshooting

Tools Reference

WHOIS Tools

Tool	Description
`liveWhoisLookup`	Real-time WHOIS data for any domain — registrar, registrant, dates, nameservers
`bulkWhoisLookup`	Real-time WHOIS data for up to 100 domains in one request
`whoisHistory`	Complete ownership history timeline for a domain
`reverseWhoisLookup`	Find all domains registered by an email address, owner name or company, or whose name contains a keyword

IP & ASN WHOIS Tools

Tool	Description
`ipWhoisLookup`	WHOIS registration data for any IPv4 or IPv6 address
`asnWhoisLookup`	WHOIS data for an Autonomous System Number (e.g. AS15169)

DNS Tools

Tool	Description
`dnsLookup`	Live DNS records — A, AAAA, MX, NS, CNAME, SOA, TXT, SPF, or all — and PTR records for an IP
`bulkDnsLookup`	Live DNS records for up to 100 domains and 100 IPs in one request
`dnsHistory`	Historical DNS records with full change timeline
`reverseDnsLookup`	Find all domains pointing to a given IP or range, mail server or nameserver

IP Intelligence Tools

Tool	Description
`ipGeolocation`	Country, city, region, ISP, and coordinates for any IP address
`bulkIpGeolocation`	Geolocation for up to 100 IP addresses in one request
`ipSecurity`	IP reputation: VPN, proxy, Tor exit node, relay, bot, spam and known-attacker signals
`bulkIpSecurity`	IP reputation for up to 100 IP addresses in one request

Domain Tools

Tool	Description
`domainAvailability`	Check if a domain is available to register, with optional suggestions
`bulkDomainAvailability`	Check up to 100 domains, or one name across up to 100 extensions (TLDs)
`subdomainLookup`	Enumerate all known subdomains for a domain, with status and date filters
`domainDiscovery`	Find registered domains that are typo variants of a brand (typosquatting), by keyword or wildcard pattern
`subdomainTyposquatting`	Find subdomains on any domain that contain a typo variant of a brand, such as login.paypa1.example.com
`domainReputation`	Risk verdict, trust score, DGA analysis, threat-feed matches and email security for a domain

SSL Tools

Tool	Description
`sslLookup`	SSL/TLS certificate details — issuer, expiry, SANs, chain, and raw output

Account Tools

Tool	Description
`apiKeyUsage`	Credits and subscription requests used by your API key (costs nothing)

The API's key rotation endpoint has no tool on purpose: it would replace the key the MCP client uses and hand the new one to the AI. Rotate keys in the billing dashboard.

The tools call the endpoints of the WhoisFreaks OpenAPI spec and cost the same credits as calling the API directly; the credit usage page lists them. Bulk tools cost credits for each item.

Hosted Server (no install)

Point any MCP client that supports remote servers at:

https://mcp.whoisfreaks.com

(https://mcp.whoisfreaks.com/mcp is the same endpoint, for clients or configs that expect that path)

and send your WhoisFreaks API key (get one free) in one of these ways:

Method	Example	Use with
`Authorization` header	`Authorization: Bearer YOUR_API_KEY`	Claude Code, Cursor, VS Code, Windsurf, Continue
`X-API-Key` header	`X-API-Key: YOUR_API_KEY`	Any client that supports custom headers
Query parameter	`https://mcp.whoisfreaks.com/?apiKey=YOUR_API_KEY`	Clients without custom headers (claude.ai / Claude Desktop custom connectors)

Prefer a header when your client supports one — URLs with keys can end up in logs and history.

Claude Code

claude mcp add --transport http whoisfreaks https://mcp.whoisfreaks.com \
  --header "Authorization: Bearer YOUR_API_KEY"

claude.ai / Claude Desktop — Settings → Connectors → Add custom connector, URL:

https://mcp.whoisfreaks.com/?apiKey=YOUR_API_KEY

Cursor (~/.cursor/mcp.json), Windsurf, and other JSON-configured clients:

{
  "mcpServers": {
    "whoisfreaks": {
      "url": "https://mcp.whoisfreaks.com",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

VS Code (.vscode/mcp.json):

{
  "servers": {
    "whoisfreaks": {
      "type": "http",
      "url": "https://mcp.whoisfreaks.com",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Without a key the server still connects and lists its tools, but every tool call returns an error explaining how to add one. API usage is billed to the key you send.

Quick Start

⭐ Recommended — Docker

No Java or Maven required. Pull the pre-built image directly from Docker Hub and run.

The container runs the same multi-user HTTP server as the hosted one: it needs no API key of its own — clients send theirs with each request (see Hosted Server for the ways to send it). Get a free key at billing.whoisfreaks.com/signup.

Option 1 — Direct `docker run` (simplest)

docker run -d \
  --name whoisfreaks-mcp \
  --restart unless-stopped \
  -p 3100:3100 \
  whoisfreaks/mcp-server:latest

The MCP server is now live at http://localhost:3100/mcp.

Option 2 — Docker Compose (recommended for production / VM)

Create a docker-compose.yml:

services:
  whoisfreaks-mcp:
    image: whoisfreaks/mcp-server:latest
    container_name: whoisfreaks-mcp
    restart: unless-stopped
    ports:
      - "3100:3100"

Start it:

docker compose up -d

Serving it publicly (HTTPS)

Put a reverse proxy with TLS in front of port 3100. Caddy example (Caddyfile), which obtains a certificate automatically:

mcp.example.com {
    reverse_proxy localhost:3100
}

Nginx example:

location / {
    proxy_pass http://127.0.0.1:3100;
    proxy_http_version 1.1;
    proxy_set_header Host $host;
    proxy_buffering off;          # stream responses as they are produced
    proxy_read_timeout 300s;      # some WHOIS lookups are slow
}

The server is stateless (no MCP sessions), so you can run several containers behind a load balancer without sticky sessions.

To set up a machine and deploy to it without Docker (nginx, HTTPS, rate limiting, rollback), see ansible/.

Verify Docker is working

# Container should show as "Up"
docker ps

# Health check
curl http://localhost:3100/health
# → {"status":"ok"}

# List all 22 registered tools (any key works for listing; tool calls need a valid one)
curl -s http://localhost:3100/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -H "Authorization: Bearer your-api-key-here" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Use with Claude Desktop (Docker stdio mode)

To run the server locally over stdio instead of HTTP, override the Docker entrypoint and pass your key as an environment variable:

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  }
}

No port mapping needed here — Claude Desktop talks to the container directly via stdio.

Build from Source

Only needed if you want to modify the code or build a custom version.

Prerequisites:

Requirement	Minimum Version	Notes
Java (JDK)	17	Check with `java -version`
Maven	3.8	Check with `mvn -version`
WhoisFreaks API Key	—	Get yours at billing.whoisfreaks.com/signup

Clone and build:

git clone https://github.com/whoisfreaks/whoisfreaks-mcp-server.git
cd whoisfreaks-mcp-server
mvn clean package -q

This produces a single self-contained fat JAR:

target/whoisfreaks-mcp-server-2.1.0.jar

Tip: Note the absolute path to this JAR — you will need it in the platform configs below. Example: /Users/yourname/whoisfreaks-mcp-server/target/whoisfreaks-mcp-server-2.1.0.jar

Prerequisites

Requirement	Notes
Docker	Required for the recommended Docker path
Java 17 + Maven 3.8	Required only if building from source
WhoisFreaks API Key	Free at billing.whoisfreaks.com/signup

Platform Integration

1. Claude Desktop

The simplest setup is the hosted server as a custom connector (Settings → Connectors → Add custom connector). To run it locally instead, Claude Desktop launches the MCP server as a subprocess via stdio using claude_desktop_config.json:

Config file location:

OS	Path
macOS	`~/Library/Application Support/Claude/claude_desktop_config.json`
Windows	`%APPDATA%\Claude\claude_desktop_config.json`
Linux	`~/.config/Claude/claude_desktop_config.json`

⭐ Option A — Docker (recommended, no Java needed)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  }
}

Docker must be running before you open Claude Desktop. The image is pulled automatically on first use.

Option B — JAR directly (requires Java 17)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "java",
      "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
      "env": {
        "WHOISFREAKS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Steps (both options):

Paste the config above into the config file (create it if it doesn't exist)
Save the file
Quit Claude Desktop completely (Cmd+Q on macOS / taskbar exit on Windows)
Reopen Claude Desktop
Click the hammer icon (Tools) in the chat input — you should see 22 WhoisFreaks tools listed

Verify it works: Type Who owns google.com? and Claude will automatically call liveWhoisLookup.

2. Cursor IDE

Cursor supports both remote (HTTP) and stdio servers. Config file: ~/.cursor/mcp.json

⭐ Option A — HTTP (hosted, or your own container)

{
  "mcpServers": {
    "whoisfreaks": {
      "url": "https://mcp.whoisfreaks.com",
      "headers": { "Authorization": "Bearer your-api-key-here" }
    }
  }
}

For your own container use http://localhost:3100/mcp (start it with docker run -d -p 3100:3100 whoisfreaks/mcp-server:latest).

Option B — Docker via stdio (no port needed)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  }
}

Option C — JAR directly (requires Java 17)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "java",
      "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
      "env": {
        "WHOISFREAKS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Steps:

Save ~/.cursor/mcp.json with your chosen option
Restart Cursor
Open the AI Panel (Cmd+L) → you should see a tools indicator showing WhoisFreaks tools
Ask: Check the SSL certificate for github.com

3. Windsurf IDE

Windsurf (by Codeium) supports MCP via its Cascade AI sidebar.

Config file location:

OS	Path
macOS	`~/.codeium/windsurf/mcp_config.json`
Windows	`%USERPROFILE%\.codeium\windsurf\mcp_config.json`
Linux	`~/.codeium/windsurf/mcp_config.json`

⭐ Option A — Docker via stdio (recommended)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  }
}

Option B — JAR directly (requires Java 17)

{
  "mcpServers": {
    "whoisfreaks": {
      "command": "java",
      "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
      "env": {
        "WHOISFREAKS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Steps:

Save the config with your chosen option
Restart Windsurf
Open Cascade sidebar → look for the MCP tools indicator (plug icon)
Ask: Find all subdomains of tesla.com

Note: Windsurf requires Cascade to be in Write mode for tool use. Toggle it from the Cascade header if tools are not being called.

4. VS Code + GitHub Copilot

VS Code supports MCP tools through the GitHub Copilot extension (Chat Participants / Tools feature).

Config file (.vscode/mcp.json in your workspace, or ~/.vscode/mcp.json globally):

⭐ Option A — HTTP (hosted, or your own container)

{
  "servers": {
    "whoisfreaks": {
      "type": "http",
      "url": "https://mcp.whoisfreaks.com",
      "headers": { "Authorization": "Bearer your-api-key-here" }
    }
  }
}

For your own container use http://localhost:3100/mcp (start it with docker run -d -p 3100:3100 whoisfreaks/mcp-server:latest).

Option B — Docker via stdio

{
  "servers": {
    "whoisfreaks": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  }
}

Option C — JAR directly (requires Java 17)

{
  "servers": {
    "whoisfreaks": {
      "type": "stdio",
      "command": "java",
      "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
      "env": {
        "WHOISFREAKS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Steps:

Make sure you have the GitHub Copilot Chat extension installed (v1.99+)
Save the config file above with your chosen option
Open Copilot Chat (Ctrl+Shift+I / Cmd+Shift+I)
Switch the model to Agent mode using the dropdown
Click the Tools button — WhoisFreaks tools should appear in the list
Ask: What are the MX records for github.com?

Requirement: VS Code 1.99+ and GitHub Copilot Chat extension are required for MCP tool support.

5. Continue.dev

Continue is an open-source AI coding assistant with MCP support for VS Code and JetBrains IDEs.

Config file (~/.continue/config.json):

⭐ Option A — HTTP (hosted, or your own container)

{
  "mcpServers": [
    {
      "name": "whoisfreaks",
      "url": "https://mcp.whoisfreaks.com/?apiKey=your-api-key-here",
      "transport": "streamable-http"
    }
  ]
}

For your own container use http://localhost:3100/mcp?apiKey=... (start it with docker run -d -p 3100:3100 whoisfreaks/mcp-server:latest).

Option B — Docker via stdio

{
  "mcpServers": [
    {
      "name": "whoisfreaks",
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
        "--entrypoint", "java",
        "whoisfreaks/mcp-server:latest",
        "-jar", "app.jar"
      ]
    }
  ]
}

Option C — JAR directly (requires Java 17)

{
  "mcpServers": [
    {
      "name": "whoisfreaks",
      "command": "java",
      "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
      "env": {
        "WHOISFREAKS_API_KEY": "your-api-key-here"
      }
    }
  ]
}

Steps:

Install the Continue extension from the VS Code Marketplace or JetBrains Plugin Marketplace
Edit ~/.continue/config.json with your chosen option
Reload the window (Cmd+Shift+P → Reload Window)
Open Continue sidebar — tools from WhoisFreaks will be available in chat
Ask: Look up IP geolocation for 1.1.1.1

6. Zed Editor

Zed has a built-in AI assistant with MCP support via its assistant configuration.

Config file (~/.config/zed/settings.json):

⭐ Option A — Docker via stdio (recommended)

{
  "assistant": {
    "mcp_servers": {
      "whoisfreaks": {
        "command": "docker",
        "args": [
          "run", "-i", "--rm",
          "-e", "WHOISFREAKS_API_KEY=your-api-key-here",
          "--entrypoint", "java",
          "whoisfreaks/mcp-server:latest",
          "-jar", "app.jar"
        ]
      }
    }
  }
}

Option B — JAR directly (requires Java 17)

{
  "assistant": {
    "mcp_servers": {
      "whoisfreaks": {
        "command": "java",
        "args": ["-jar", "/absolute/path/to/whoisfreaks-mcp-server-2.1.0.jar"],
        "env": {
          "WHOISFREAKS_API_KEY": "your-api-key-here"
        }
      }
    }
  }
}

Steps:

Open Zed → Zed menu → Settings (or Cmd+,)
Add the mcp_servers block to your existing settings JSON using your chosen option
Save and restart Zed
Open the AI panel (Cmd+?) → tools will be listed under the tools indicator
Ask: Is the domain myapp.io available?

Example Prompts

Once configured in any client above, try these prompts:

# WHOIS
Who owns the domain apple.com? Give me full WHOIS details.
Show me the complete ownership history for whoisfreaks.com.
Find all domains registered by admin@google.com.

# IP & ASN WHOIS
What organization owns the IP address 8.8.8.8?
Look up ASN information for AS15169.

# DNS
What are the MX and NS records for github.com?
Has facebook.com changed its IP addresses in the last 2 years? (DNS history)
Which domains are pointing to the IP 104.21.0.0? (reverse DNS)

# IP Intelligence
Where is 1.1.1.1 located? What ISP runs it?
Is 185.220.101.45 a Tor exit node or a VPN?

# Domain Tools
Is mycompany.io available to register? Suggest 5 alternatives.
Which of mycompany .com, .io, .ai and .dev are still available? (bulk availability)
List all known subdomains of tesla.com.
Find typosquats of 'paypal' registered recently. (domain typosquatting)
Are there phishing subdomains that imitate 'paypal' on other domains? (subdomain typosquatting)
Is suspicious-login-portal.com safe? Give me a verdict. (domain reputation)

# Bulk
Get the WHOIS records of these 20 domains and list their registrars and expiry dates.
Which of these IPs from my logs are VPNs, proxies or Tor exit nodes?

# Account
How many credits do I have left on my WhoisFreaks key?

# SSL
Check the SSL certificate for github.com — who issued it and when does it expire?

Environment Variables

Variable	Required	Description
`WHOISFREAKS_API_KEY`	stdio mode only	Your API key from whoisfreaks.com/billing. Without it the server still starts and lists its tools, but every tool call returns a `WHOISFREAKS_API_KEY is not set` error. Not used in HTTP mode, where each request carries the caller's own key.
`MCP_TRANSPORT`	No	`http` to run the hosted HTTP server (same as the `--http` flag). The Docker image runs HTTP mode by default.
`PORT`	No	HTTP port. Default: `3100`.

Troubleshooting

API Errors

Problem	Cause	Fix
`WHOISFREAKS_API_KEY is not set` (stdio)	Missing env var	Add `-e WHOISFREAKS_API_KEY=your-key` to the Docker command, or add it to the `env` block in your client config
`No WhoisFreaks API key was sent` (HTTP)	Client sent no key	Add `Authorization: Bearer your-key`, an `X-API-Key` header, or `?apiKey=your-key` to the URL, then reconnect
`Unauthorized (HTTP 401)`	Invalid or inactive API key, or the plan, credits or surcharge limit are used up	The message includes the API's own reason. Check the key and usage at whoisfreaks.com/billing, or ask the assistant to run `apiKeyUsage`
`Not supported (HTTP 403)`	WhoisFreaks does not support the domain's extension (TLD), or it is inactive	Try another domain
`No data found (HTTP 404)`	Domain/IP/ASN not in database	Double-check the input value is correct
`Rate limit reached (HTTP 429)`	Too many requests per minute	Wait for the number of seconds in the message, or upgrade your plan
`Too large (HTTP 413)`	A bulk list has more than 100 items	Split the list; the bulk tools also refuse more than 100 items before calling the API
`Timeout (HTTP 408)`	Upstream WHOIS server is slow	Retry — some TLDs have slow WHOIS servers
`did not answer within ... seconds`	The API took too long (60 s for single lookups, 240 s for bulk lookups and typosquatting searches)	Try again later

Docker Errors

Problem	Cause	Fix
`Cannot connect to Docker daemon`	Docker Desktop not running	Open Docker Desktop and wait for the engine to start
Container exits immediately	Port in use or wrong entrypoint	Check logs: `docker logs whoisfreaks-mcp`
`port 3100 already in use`	Another process on port 3100	Stop it: `docker rm -f whoisfreaks-mcp` then retry
`no such image`	Image not pulled yet	Run `docker pull whoisfreaks/mcp-server:latest` first
Claude Desktop: tools not appearing with Docker config	Docker not in PATH seen by the app	Use the full Docker path: `/usr/local/bin/docker` as the `command`
`lstat deploy: no such file or directory` (CI/CD)	Relative path issue in GitHub Actions	Use `${{ github.workspace }}/deploy/Dockerfile` for absolute paths
Gateway `connection refused` on port 3100	Container not running or port not mapped	Run `docker ps` — ensure `-p 3100:3100` is in the run command
`504` / timeouts behind Nginx	Nginx proxy timeout shorter than a slow lookup	Add `proxy_read_timeout 300s;` and `proxy_buffering off;` to your Nginx location block

Client Errors

Problem	Cause	Fix
Tools not visible in client	Config not saved or client not restarted	Save config → fully quit and reopen the client
`UnsupportedClassVersionError` (JAR mode)	Java version too old	Upgrade to Java 17+ (`java -version` to check)
Wrong JAR path	Relative path in config	Use the full absolute path to the JAR
Cursor shows tools but doesn't call them	Agent mode not enabled	Switch Cursor to Agent mode, not Chat mode
Claude Desktop skips whoisfreaks entry	`url` used in `claude_desktop_config.json`	That file needs `command`/`args` (stdio). For a URL, add a custom connector in Settings → Connectors instead
Client can't connect to `/sse`	Pre-2.0 SSE endpoint was removed	Use the `/mcp` URL (Streamable HTTP)
Windsurf tools not called	Wrong Cascade mode	Switch Cascade to Write mode from the Cascade header

whoisfreaks-mcp-server

Documentation

WhoisFreaks MCP Server

Table of Contents

Tools Reference

WHOIS Tools

IP & ASN WHOIS Tools

DNS Tools

IP Intelligence Tools

Domain Tools

SSL Tools

Account Tools

Hosted Server (no install)

Quick Start

⭐ Recommended — Docker

Option 1 — Direct `docker run` (simplest)

Option 2 — Docker Compose (recommended for production / VM)

Serving it publicly (HTTPS)

Verify Docker is working

Use with Claude Desktop (Docker stdio mode)

Build from Source

Prerequisites

Platform Integration

1. Claude Desktop

2. Cursor IDE

3. Windsurf IDE

4. VS Code + GitHub Copilot

5. Continue.dev

6. Zed Editor

Example Prompts

Environment Variables

Troubleshooting

API Errors

Docker Errors

Client Errors

Links

Remote

whoisfreaks-mcp-server

Documentation

WhoisFreaks MCP Server

Table of Contents

Tools Reference

WHOIS Tools

IP & ASN WHOIS Tools

DNS Tools

IP Intelligence Tools

Domain Tools

SSL Tools

Account Tools

Hosted Server (no install)

Quick Start

⭐ Recommended — Docker

Option 1 — Direct docker run (simplest)

Option 2 — Docker Compose (recommended for production / VM)

Serving it publicly (HTTPS)

Verify Docker is working

Use with Claude Desktop (Docker stdio mode)

Build from Source

Prerequisites

Platform Integration

1. Claude Desktop

2. Cursor IDE

3. Windsurf IDE

4. VS Code + GitHub Copilot

5. Continue.dev

6. Zed Editor

Example Prompts

Environment Variables

Troubleshooting

API Errors

Docker Errors

Client Errors

Links

Remote

Option 1 — Direct `docker run` (simplest)