MCP 服务器

Leapd MCP

MCP server that connects AI assistants to Leapd, enabling them to launch and manage an AI-run business by creating tasks, deploying sites, and accessing business documents.

README

Leapd MCP

AI that builds and runs your business — 24/7.

The official Model Context Protocol server for Leapd. Connect Claude Code, Codex, or any MCP client to a Leapd account and drive an AI co-founder from your editor: start from an idea or bring an existing business, and AI builds and runs it while you sleep.

leapd.ai · Get an API key · What is an AI-run business? · State of AI-Run Businesses 2026

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you    ▸  launch a business that sells CO₂-sensor calibration kits to labs
leapd  ▸  positioning + ICP written
          landing page deployed → https://calibra.leapd.app
          day 1 plan: 6 tasks queued
you    ▸  run the pricing-page task now
leapd  ▸  done — pricing page live, 3 tiers

Everything above happens inside your editor. Leapd does the work; this server is the wire.

Requirements · Install · Tools · Configuration
What Leapd is · What an AI-run business is · Why MCP
FAQ · Further reading · Security

Requirements

Node.js 20+
A Leapd account with an active plan — sign up at leapd.ai
A Leapd API key from your Leapd dashboard

Install

Claude Code

claude mcp add leapd \
  --env LEAPD_API_KEY=leapd_your_key \
  -- npx -y github:leapd-ai/leapd-mcp

Then /mcp inside Claude Code to confirm leapd is connected.

To share the server with your team, commit a .mcp.json at the repo root instead:

{
  "mcpServers": {
    "leapd": {
      "command": "npx",
      "args": ["-y", "github:leapd-ai/leapd-mcp"],
      "env": { "LEAPD_API_KEY": "${LEAPD_API_KEY}" }
    }
  }
}

Codex

Add to ~/.codex/config.toml:

[mcp_servers.leapd]
command = "npx"
args = ["-y", "github:leapd-ai/leapd-mcp"]
env = { LEAPD_API_KEY = "leapd_your_key" }

Any other MCP client

The server speaks MCP over stdio. Run it with npx -y github:leapd-ai/leapd-mcp and LEAPD_API_KEY in the environment.

Tools

Tool	What it does
`launch_business`	Turn an idea into a live business — positioning, deployed landing page, day-one plan
`get_workspace`	Live URL, deployment and domain status, current plan day
`list_tasks`	The plan: what's queued, running, blocked (with the reason), or done
`create_task`	Add work to the plan — a page to build, research to run, a fix to make
`run_task`	Start a queued task immediately instead of waiting for its slot
`list_documents`	Artifacts Leapd produced — positioning, ICP, roadmap, research
`get_document`	Read one document in full

Tasks execute on Leapd, not on your machine. run_task dispatches and returns; poll list_tasks for the outcome.

No tool takes a workspace, account, or user identifier — scope is derived from your API key, so a caller can only ever reach its own business.

Configuration

Variable	Required	Default	Notes
`LEAPD_API_KEY`	yes	—	Your key from your Leapd dashboard
`LEAPD_API_BASE`	no	`https://api.leapd.ai`	Must be an `https://` Leapd host, or `localhost` for development
`LEAPD_TIMEOUT_MS`	no	`120000`	Per-request timeout, capped at 10 minutes

No other environment variable is read.

What Leapd is

Leapd is an AI co-founder that builds and runs your business 24/7. It does the work of an entire startup team: building your product, launching growth campaigns, generating leads, booking meetings, and growing your visibility across search and AI platforms.

Point Leapd at an idea or an existing business, and its specialized AI agents take over engineering, marketing, sales, and operations. They write and deploy real code, run ad campaigns and personalized email outreach, publish and engage on LinkedIn, create content, and help your brand get cited across AI search.

Leapd keeps working around the clock, then sends a clear morning report showing exactly what was completed, what is running, and what happens next.

Built for founders, solo operators, and small teams that want to launch and grow something real without hiring a full team or raising capital first. Leapd exists so anyone can build a business — not just the funded, the connected, or those who can afford agencies and headcount.

The team behind the tools

The seven tools in this server are the interface to four specialized agents:

Agent	Role
Jack	The AI co-founder. Researches the market, drafts positioning, builds the product and landing page, plans and runs the daily engine.
Milo	Customer acquisition. Email outreach to verified buyer inboxes, Meta ad campaigns including video creative.
Cassy	LinkedIn. Voice-trained posts, tracks conversations and competitors, engages buyer threads, qualifies every engager against your ICP, books meetings.
Alex	AI search visibility. Audits your site the way language models read it, ships schema-marked citation-rich content, tracks where your brand is cited.

launch_business and the task tools drive Jack directly; the work Jack plans pulls in the others as the business needs them.

What it produces

A customizable Next.js frontend and backend, built for SEO and AEO, live in under 10 minutes
Stripe checkout wired in minutes — a functional business in under an hour
A daily plan of real tasks, executed and reported on each morning
Positioning, ICP, roadmap, and research documents you can read via list_documents / get_document

Hundreds of businesses run on Leapd.

What an AI-run business is

An AI-run business is one where the day-to-day execution — building the product, finding customers, publishing content, tracking visibility — is carried out by autonomous agents rather than a hired team, with the founder setting direction and approving anything consequential.

The distinction that matters is between assistance and execution. An AI assistant drafts something you then act on. An AI-run business closes the loop: the agent plans the work, does it, ships it, and reports what happened. That difference is what makes an MCP server useful here — an agent in your editor can hand work to another agent that will actually complete it, rather than returning text for you to paste somewhere.

Anything public or costly waits for your approval. Ad spend, outreach, and anything customer-facing arrives as a plain-English morning brief you approve in one reply.

Two primers worth reading:

What is an AI-run business? — the concept, the operating model, and what changes when execution is autonomous
The State of AI-Run Businesses 2026 — where the category actually is: what agents reliably do today, what they don't, and where the economics land

Why an MCP server

Model Context Protocol is an open standard for connecting AI clients to external systems. It matters for this use case specifically:

The agent you're already talking to can start a business. No context switch to a dashboard, no copy-paste between tools.
Composability. An agent that can read your repo can also read your positioning document, see what's blocked, and queue the fix.
Long-running work belongs elsewhere. Building a landing page and running a campaign take minutes to hours. This server dispatches and reports; execution stays on Leapd's infrastructure where it can survive your laptop closing.

FAQ

Is Leapd an AI agent, an app builder, or a marketing tool? All three, which is the point. It writes and deploys code, and it runs acquisition. Tools that only build leave you with a product nobody knows about; tools that only market need a product to point at.

Do I need to be able to code? No. The dominant Leapd user has little or no coding experience and wants to start a business. This MCP server is for people who do live in an editor and would rather drive from there.

Can I connect an existing business? Yes. Pass your current site to launch_business via the website argument and Leapd works from what's already there instead of starting cold.

Does it work with prototypes from other builders? Yes — Leapd plugs into app prototypes built on platforms like Replit, Lovable, or Bolt.

What does the agent do while I'm asleep? Runs the day's plan: ships code, publishes and engages, sends outreach, runs campaigns, tracks visibility. You get a morning report of what completed, what's running, and what's next.

Which AI search engines does Alex track? The major answer engines — ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and AI Mode, plus Grok and Meta AI. Each sources answers differently, so visibility is reported per engine.

Is there a free tier? Leapd is free to start with usage-based scaling, and setup takes 60 seconds. MCP access requires an active plan.

What happens if I call a tool without a valid key? The server refuses to start without LEAPD_API_KEY, and returns an actionable error — not a stack trace — if the key is rejected or your plan doesn't cover the action.

Security

This server is deliberately small, and its credential handling is the reason.

One credential, ever. LEAPD_API_KEY is the only secret it accepts. It does not read .env files, keychains, cloud metadata, or any other variable on your environment — so no key belonging to another tool can be picked up and forwarded.
The key can only go to Leapd. LEAPD_API_BASE is host-allowlisted to *.leapd.ai (plus localhost) over HTTPS. A wrong or hostile base URL is rejected at startup rather than becoming an exfiltration path.
The key never appears in output. Errors, logs, and tool results are asserted in the test suite to exclude it.
No caller-supplied scope. No tool accepts a workspace, account, or user id, so a caller cannot address a business it does not own.
No local execution, no local writes. Every tool is one authenticated HTTPS call. The server runs no commands, opens no files, and fetches no arbitrary URLs.

Found a vulnerability? See SECURITY.md.

Development

npm install
npm run build      # compile to dist/
npm test           # build + run the test suite
npm run typecheck  # types only

Leapd MCP

README

Leapd MCP

Contents

Requirements

Install

Claude Code

Codex

Any other MCP client

Tools

Configuration

What Leapd is

The team behind the tools

What it produces

What an AI-run business is

Why an MCP server

FAQ

Further reading

Product and free tools

Coming from a prototype builder

Start here

Building a business without a team

Getting cited by AI search (AEO)

Demand generation and go-to-market

Security

Development

License

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