MCP server generator: turn your JSON or CSV into an MCP server

Send a CSV or JSON file with your products, compliance status or risk factors. You get a folder with a runnable MCP server, a Dockerfile and a README with config blocks for Claude Desktop, Cursor and Windsurf. Nothing is stored.

Free, no sign-in. The server you download runs on your own machine.

What you can build with it

• Give an internal assistant in Claude Desktop or Cursor your product specifications
• Let an agent answer 'where do we stand on GDPR?' from your own control list
• Expose a risk register to LangChain or another MCP client without writing a server

Tools in the generated server

• get_product_specs
• check_compliance_status
• get_risk_factors
• search

How columns are read

• Columns are matched with a fixed synonym list in English, Swedish, Norwegian and German, for example product_name, title, produkt and namn all become the product name.
• A row becomes a product, compliance or risk row from a type column, or from which fields it fills. Rows that fit nothing stay reachable through search.
• The README lists every column, which field it fed and which fields are missing.

Examples

Products as CSV (semicolon, Swedish headers)

produktnamn;artikelnummer;kategori;pris;vikt
Cykelhjälm Pro;HJ-100;Skydd;899;320 g
Barnhjälm;HJ-200;Skydd;499;250 g

Compliance controls as CSV

regulation,status,source,last_checked,owner
GDPR,documented,"Records of processing, v3",2026-09-30,Legal
NIS2,in progress,Gap analysis,2026-10-01,Security

Products, compliance and risks as JSON

{
  "products": [
    {
      "name": "Sensor X",
      "sku": "SX-1",
      "description": "Temperature sensor"
    }
  ],
  "compliance": [
    {
      "rule": "CE marking",
      "status": "documented",
      "source": "Declaration of conformity",
      "date": "2026-08-12"
    }
  ],
  "risks": [
    {
      "risk": "Supplier delay",
      "level": "medium",
      "mitigation": "Second supplier"
    }
  ]
}

From the command line

curl -X POST "https://guhdexlcewpmmqcgscvt.supabase.co/functions/v1/mcp-factory?name=acme&input=csv" -H "Content-Type: text/csv" --data-binary @products.csv -o acme-mcp-server.zip

Limits

• At most 2 MB and 5 000 rows per run
• CSV with comma, semicolon or tab, quoted fields with line breaks, UTF-8 or Windows-1252 / ISO-8859-1
• JSON as an array of objects, or an object with arrays such as products, compliance and risks
• The data is processed in the request and discarded

Other endpoints

• EU law API: GDPR, AI Act, DSA and DMA articles as JSON
• EU compliance API: which rules apply to an importer, provider or platform
• EU statistics API: Eurostat figures per country and measure
• Air passenger rights API: delays, cancellations and entry rules in Europe
• Sanctions API: screen a name against the EU, UN and OFAC lists
• EU daily changes API: ECB rates, Safety Gate alerts and OFAC changes
• All endpoints and a free key
• OpenAPI description

ExploreWorldAI is operated by Valkiv Ventures AB (Reg. no. 556995-1311), Kungsgatan 8, 111 43 Stockholm, Sweden. EU-hosted, with data processing assessed against the GDPR. Contact: hello@exploreworldai.com.

Machine-readable summaries for AI agents: /llms.txt and /llms-full.txt.