Ginger Labs
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Managed MCP Server for Your SaaS Product

Get your MCP
server live on
Claude & ChatGPT
in 2 days.

Your users live in Claude, ChatGPT, and Cursor. We give your product a managed MCP server so they can get its work done from wherever they already are. You ship one connection. We run the rest.

Integrate on day one.

Ginger Labs provides enterprise-grade hosting and tools out of the box. Any MCP client your users work in, on day one, with zero maintenance.

Get your MCP serverSee how it works
Connects to
claude_desktop_config.json
{
  "mcpServers": {
    "ginger": {
      "command": "npx",
      "args": ["-y", "@gingerlabs/mcp"],
      "env": { "GINGER_API_KEY": "gl_live_..." }
    }
  }
}
enterprise integration

Enterprise MCP
server integration.

Why build and maintain custom wrappers? Setup a managed MCP server to seamlessly connect your API workflows directly into ChatGPT, Claude, Cursor, and other leading AI agents.

01managed hosting

Production-grade MCP server hosting.

We handle hosting, auth, scaling, and upkeep. Avoid the complexity and overhead of a self hosted mcp server.

mcp-server-edge99.99% uptime
Latency: 12msActive: 1,482/s
02agent-ready

Seamless ChatGPT MCP integration.

Turn complex API workflows into secure, highly-optimized tools that AI agents like ChatGPT, Claude, and Cursor can reliably call.

Tool Execution Flow
get_user_profile
PASS0.2s
process_payment
PASS0.8s
03always current

Zero maintenance overhead.

We keep schemas, auth protocols, and rate-limits up to date. Get the best mcp server infrastructure without any engineering distractions.

Schema Sync Compliance
✓Claude Desktop Schema synced
✓ChatGPT Custom Actions verified
✓Cursor Context Protocol synced
Agent Connectivity Flow

One standard.
All your tools.

Connect any agent application directly to your data source. Ginger Labs handles authentication, proxying, and protocol conversion natively with zero-trust security.

Your Application
Ginger Labs
ClaudeClaude Code
Codex (OpenAI)Codex
Enterprise Systems
Jira
NotionNotion
Canva
Slack
Infrastructure & Governance
OAuthSecure authentication and authorization
MCP ServersManaged connectors and tool endpoints
Prompt GuidelinesStandardized prompts and best practices
how it works

Deploy your
MCP server.

Simplify your setup. From initial mcp server integration to live deployment, we handle the hosting, security, and updates so your team can focus on building core features.

01connect

Connect your APIs.

ginger.mcp(product)
02run

Secure hosting & management.

We handle hosting mcp server instances, authentication, and secure edge execution with zero infrastructure for you to maintain.

https://mcp.gingerlabs.ai/your-app
03go live

“Live in every AI agent, on day one.”

Deploy to Claude, Cursor, and get native chatgpt mcp integration on day one. Your users get work done right where they work.

tools: 12 · ready
Flexible SDKs & Setup

Setup your MCP server, your way.

Whether you are looking to run a self hosted mcp server during development or transition to our enterprise managed mcp server hosting for production, our lightweight SDKs make it easy to start in three lines.

Request SDK Access Keys
server.ts
$npm install @gingerlabs/mcp
1import { GingerMCP } from "@gingerlabs/mcp";
2
3const mcp = new GingerMCP({
4  apiKey: process.env.GINGER_API_KEY,
5});
6
7// Map database actions or APIs directly to LLM tools
8mcp.tool("getUser", { userId: "string" }, async ({ userId }) => {
9  return { id: userId, email: `${userId}@company.com`, role: "admin" };
10});
11
12await mcp.start();
Common Questions

Frequently
asked questions.

Everything you need to know about setting up and scaling Model Context Protocol (MCP) servers for your product.

MCP is an open standard that lets AI agents securely connect to your tools, APIs, and data. Build one MCP server and use it across clients like Claude, ChatGPT, Cursor, and other compatible agents.
Ginger Labs handles hosting, security, authentication, and monitoring for you. Launch an MCP server without managing infrastructure or maintaining complex integrations.
Users authenticate through secure OAuth or API-key flows managed by Ginger Labs. Agents can only access tools and data that the authenticated user is permitted to use.
Yes. You control which tools are exposed, apply permission rules, and require confirmations for sensitive actions such as deletions, payments, or account changes.
Yes. Connect your existing APIs or build custom tools using our SDKs. Securely access private databases, internal services, and proprietary systems without exposing them publicly.
Ginger Labs works with all MCP-compatible clients, including Claude, ChatGPT, Cursor, GitHub Copilot, and popular agent frameworks such as LangChain and LlamaIndex.
Latest updates

Notes on production AI &
LLM infrastructure.

Cost optimization, routing, self-hosting, and production AI architecture. Practical guides from the team at Ginger Labs.

View all posts→
mcpgovernancestandard

What the Agentic AI Foundation (AAIF) Means for MCP and the Future of Agentic AI

On December 9, 2025, Anthropic, Block, and OpenAI donated their most strategic AI agent projects to a neutral open foundation. Here's why the AAIF matters for everyone building with AI agents.

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The Three-Layer AI Agent Stack: MCP, A2A, and Streamable HTTP Explained

MCP, A2A, and Streamable HTTP are the three protocols that form the modern AI agent stack. Here's exactly how they fit together — and why it matters for every developer building with AI.

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Best MCP Servers in 2026: GitHub, Notion, Google Drive, and More

There are over 9,600 MCP servers out there — but only a handful are worth your time. Here's a curated breakdown of the best MCP servers in 2026, with setup tips and real use cases.

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12 min read
talk to us

Enterprise MCP
server hosting.

Get transparent mcp server cost options tailored for scaling startups and global enterprises. Book a 20-minute demo to see your workflows deployed as secure tools live on Claude, ChatGPT, and Cursor.

demoless than a minute

20-min product demo.

We put your API endpoints and schemas to work in a sandbox, live on Claude, ChatGPT, and Cursor.

Book a demo→contact@gingerlabs.com