Paragraph Docs
Developers

MCP server

Connect AI agents to Paragraph via the Model Context Protocol.

The Paragraph MCP server lets AI agents interact with Paragraph directly. Manage posts, publications, subscribers, coins, and more from any MCP-compatible client.

This page is about giving your AI tools (Claude Code, Cursor, and so on) access to Paragraph's API. If you want the opposite (connecting external tools to your Paragraph agent so it can use them), see agent connections.

Quick start

The fastest way to get started is with the hosted server at mcp.paragraph.com. No installation or API key management needed. You authenticate through your Paragraph account in the browser.

claude mcp add paragraph --transport http https://mcp.paragraph.com/mcp

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "paragraph": {
      "url": "https://mcp.paragraph.com/mcp"
    }
  }
}

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "paragraph": {
      "url": "https://mcp.paragraph.com/mcp"
    }
  }
}

Add to .vscode/mcp.json in your project root:

{
  "servers": {
    "paragraph": {
      "url": "https://mcp.paragraph.com/mcp"
    }
  }
}

Local server

If you prefer to run the server locally, use npx. Requires Node.js 18+.

npx @paragraph-com/mcp

The server runs over stdio and works with any MCP client.

claude mcp add paragraph -- npx @paragraph-com/mcp

To include your API key:

claude mcp add --env PARAGRAPH_API_KEY=your-key paragraph -- npx @paragraph-com/mcp

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "paragraph": {
      "command": "npx",
      "args": ["@paragraph-com/mcp"],
      "env": {
        "PARAGRAPH_API_KEY": "your-key"
      }
    }
  }
}

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "paragraph": {
      "command": "npx",
      "args": ["@paragraph-com/mcp"],
      "env": {
        "PARAGRAPH_API_KEY": "your-key"
      }
    }
  }
}

Add to .vscode/mcp.json in your project root:

{
  "servers": {
    "paragraph": {
      "command": "npx",
      "args": ["@paragraph-com/mcp"],
      "env": {
        "PARAGRAPH_API_KEY": "your-key"
      }
    }
  }
}

Authentication

The remote server at mcp.paragraph.com handles authentication automatically. When you first connect, you'll be redirected to approve access through your Paragraph account in the browser.

For the local server, the MCP server resolves your API key in this order:

  1. PARAGRAPH_API_KEY environment variable (highest priority)
  2. Shared CLI config at ~/.paragraph/config.json (set via npx @paragraph-com/cli login)

Get your API key in the app at app.paragraph.com under Settings -> Publication -> Developer.

Read-only tools like search, feed, and public post fetching work without authentication. You only need to authenticate for write operations and accessing your own publication data.

Available tools

The server exposes 18 tools organized into toolsets:

ToolsetToolsAuth required
postsget-post, list-posts, create-post, update-post, delete-post, send-test-emailWrite ops only
publicationsget-publicationNo
subscriberslist-subscribers, get-subscriber-count, add-subscriberYes
usersget-userNo
coinsget-coin, list-coin-holdersNo
searchsearch-posts, search-blogs, search-coinsNo
feedget-feedNo
meget-meYes

Filtering toolsets

Expose only the tools your agent needs to reduce context usage:

npx @paragraph-com/mcp --toolsets posts,search

Available toolset names: posts, publications, subscribers, users, coins, search, feed, me

HTTP mode

For server deployments, run the MCP server over HTTP instead of stdio:

npx @paragraph-com/mcp --http --port 3100

The HTTP server binds to 127.0.0.1 (localhost only) and accepts POST requests. A health check is available at GET /health.

Resources

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