Pulpminer MCP Server

PulpMiner MCP Server

Source: github.com/pulpminercom/pulpminer-mcp · Issues: github.com/pulpminercom/pulpminer-mcp/issues

An MCP server for PulpMiner. It lets AI assistants (Cursor, Claude Desktop, and any other MCP client):

• Generate JSON from any web page with AI. PulpMiner scrapes the page and an LLM turns it into structured JSON, optionally in the exact shape you give it.
• Save a page-to-JSON setup as a reusable REST API (static, or dynamic with {{ variables }} in the URL).
• Fetch data from saved APIs and list them.

Tools

Option values match the backend: scraper is scraper_1 (default) or scraper_2. llm is llm_2 (OpenAI GPT, default), llm_1 (Google Gemini), or llm_3 (Groq, only if enabled for your account).

Configuration

Install & build

git clone https://github.com/pulpminercom/pulpminer-mcp.git
cd pulpminer-mcp
npm install
npm run build

Run it:

PULPMINER_API_KEY=... node dist/index.js          # stdio
PULPMINER_API_KEY=... node dist/index.js --http   # Streamable HTTP on http://127.0.0.1:3333/mcp

Once published to npm, this becomes npx -y pulpminer-mcp.

Client configuration

Cursor (~/.cursor/mcp.json or .cursor/mcp.json)

{
  "mcpServers": {
    "pulpminer": {
      "command": "npx",
      "args": ["-y", "pulpminer-mcp"],
      "env": { "PULPMINER_API_KEY": "your-api-key" }
    }
  }
}

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "pulpminer": {
      "command": "npx",
      "args": ["-y", "pulpminer-mcp"],
      "env": { "PULPMINER_API_KEY": "your-api-key" }
    }
  }
}

Before it is published, use a local build: "command": "node", "args": ["/absolute/path/to/pulpminer-mcp/dist/index.js"].

Streamable HTTP clients

Start with --http (PORT, HOST env; it binds to 127.0.0.1:3333 by default) and point the client at http://127.0.0.1:3333/mcp. The server is stateless. Each request can send its own API key in the x-pulpminer-api-key header, which overrides PULPMINER_API_KEY. That makes it usable as a hosted multi-user endpoint (put it behind HTTPS).

{
  "mcpServers": {
    "pulpminer": {
      "url": "http://127.0.0.1:3333/mcp",
      "headers": { "x-pulpminer-api-key": "your-api-key" }
    }
  }
}

Typical flow

1. pulpminer_generate_json { url, jsonFormat? }: preview the JSON.
2. pulpminer_save_as_api { url, jsonFormat, cache?, dynamicUrl? } returns apiId and endpoint.
3. pulpminer_fetch_api_data { apiId, variables? }

Dynamic API example: dynamicUrl: "https://example.com/search?q={{ query }}", then fetch it with variables: { "query": "laptops" }.

Development

npm test        # builds, then runs scripts/smoke-test.mjs against a local mock API (no real calls)
npm run inspect # opens the MCP Inspector UI
npx @modelcontextprotocol/inspector --cli node dist/index.js --method tools/list

Hosted server (remote)

remote/ is a Cloudflare Worker serving the same tools over Streamable HTTP (stateless) at https://mcp.pulpminer.com/mcp. Send your PulpMiner API key as Authorization: Bearer <key> (or x-pulpminer-api-key); it is only forwarded to the PulpMiner API, never stored.

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

Local dev: cd remote && npm install && npm run dev (Node 22+).