diff --git a/README.md b/README.md
index 0029bef..f08ee81 100644
--- a/README.md
+++ b/README.md
@@ -232,8 +232,7 @@ cargo run --bin lambda-mcp
 To create a release:
 
 1. Update the version in `Cargo.toml`
-2. Create a PR with the `release` label
-3. Merge the PR — this automatically:
+2. Merge to main — this automatically:
    - Creates a git tag
    - Builds binaries for all platforms
    - Publishes to npm
diff --git a/npm/lambda-mcp/README.md b/npm/lambda-mcp/README.md
new file mode 100644
index 0000000..ebadfa4
--- /dev/null
+++ b/npm/lambda-mcp/README.md
@@ -0,0 +1,91 @@
+# Lambda MCP Server
+
+> [!CAUTION]
+> **UNOFFICIAL PROJECT** — This is a community-built tool, not affiliated with or endorsed by Lambda.
+
+[![CI](https://github.com/Strand-AI/lambda-cli/actions/workflows/ci.yml/badge.svg)](https://github.com/Strand-AI/lambda-cli/actions/workflows/ci.yml)
+[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/Strand-AI/lambda-cli/blob/main/LICENSE)
+[![npm](https://img.shields.io/npm/v/@strand-ai/lambda-mcp)](https://www.npmjs.com/package/@strand-ai/lambda-mcp)
+[![MCP](https://img.shields.io/badge/MCP-compatible-8A2BE2)](https://modelcontextprotocol.io)
+
+An [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) server that lets AI assistants manage your [Lambda](https://lambda.ai/) cloud GPU infrastructure.
+
+[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=lambda&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40strand-ai%2Flambda-mcp%22%5D%7D)
+[![Install in Cursor](https://img.shields.io/badge/Cursor-Install_Server-000000?logo=cursor&logoColor=white)](cursor://anysphere.cursor-deeplink/mcp/install?name=lambda&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40strand-ai%2Flambda-mcp%22%5D%7D)
+
+## Quick Start
+
+```bash
+npx @strand-ai/lambda-mcp
+```
+
+## Authentication
+
+Get your API key from the [Lambda dashboard](https://cloud.lambda.ai/api-keys/cloud-api).
+
+### Option 1: Environment Variable
+```bash
+export LAMBDA_API_KEY=<your-key>
+```
+
+### Option 2: Command (1Password, etc.)
+```bash
+export LAMBDA_API_KEY_COMMAND="op read op://Personal/Lambda/api-key"
+```
+
+## Claude Code Setup
+
+```bash
+claude mcp add lambda -s user -e LAMBDA_API_KEY=your-api-key -- npx -y @strand-ai/lambda-mcp
+```
+
+**With 1Password CLI:**
+```bash
+claude mcp add lambda -s user -e LAMBDA_API_KEY_COMMAND="op read op://Personal/Lambda/api-key" -- npx -y @strand-ai/lambda-mcp
+```
+
+Then restart Claude Code.
+
+## Available Tools
+
+| Tool | Description |
+|------|-------------|
+| `list_gpu_types` | List all available GPU instance types with pricing, specs, and current availability |
+| `start_instance` | Launch a new GPU instance |
+| `stop_instance` | Terminate a running instance |
+| `list_running_instances` | Show all running instances with status and connection details |
+| `check_availability` | Check if a specific GPU type is available |
+
+## Example Prompts
+
+Once configured, you can ask Claude things like:
+
+- "What GPUs are currently available on Lambda?"
+- "Launch an H100 instance with my ssh key 'macbook'"
+- "Show me my running instances"
+- "Check if any A100s are available"
+- "Terminate instance i-abc123"
+
+## Notifications (Optional)
+
+Get notified on Slack, Discord, or Telegram when your instance is ready and SSH-able.
+
+```bash
+# Slack
+export LAMBDA_NOTIFY_SLACK_WEBHOOK="https://hooks.slack.com/services/T00/B00/XXX"
+
+# Discord
+export LAMBDA_NOTIFY_DISCORD_WEBHOOK="https://discord.com/api/webhooks/123/abc"
+
+# Telegram
+export LAMBDA_NOTIFY_TELEGRAM_BOT_TOKEN="123456:ABC-DEF..."
+export LAMBDA_NOTIFY_TELEGRAM_CHAT_ID="123456789"
+```
+
+## CLI
+
+Looking for the CLI? See the [full documentation](https://github.com/Strand-AI/lambda-cli).
+
+## License
+
+MIT