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document-to-json-mcp

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OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DEEPSEEK_API_KEYYesDeepSeek API key

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
parse_invoiceA
Extract structured data from an invoice PDF.

Returns JSON with seller, buyer, line items, totals, and payment info.
Supports European (Fattura Elettronica) and international invoice formats.

Args:
    file_url: Public URL of the PDF file (max 20MB).
    language: Document language(s) for OCR. Default: ita+eng.
    extract_line_items: Whether to extract individual line items. Default: true.
    validate_totals: Validate that line item sums match declared totals. Default: false.

Cost: $0.02 per document, paid via x402 USDC on Base.
parse_bank_statementA
Extract structured data from a bank statement PDF.

Returns JSON with all transactions, balances, account holder info, and fees.

Args:
    file_url: Public URL of the PDF file (max 20MB).
    language: Document language(s) for OCR. Default: ita+eng.
    categorize_transactions: Auto-categorize transactions. Default: false.

Cost: $0.03 per document, paid via x402 USDC on Base.
parse_contractA
Extract structured data from a contract PDF.

Returns JSON with parties, key dates, financial terms, and essential clauses.

Args:
    file_url: Public URL of the PDF file (max 20MB).
    language: Document language(s) for OCR. Default: ita+eng.
    extract_clauses: Extract key clauses (termination, confidentiality, etc.). Default: true.
    extract_financial_terms: Extract fees, payment terms, penalties. Default: true.

Cost: $0.05 per document, paid via x402 USDC on Base.
parse_generic_documentA
Extract text and tables from any PDF document.

Less structured than specialized parsers, but more flexible.
Returns full text content and detected tables.

Args:
    file_url: Public URL of the PDF file (max 20MB).
    language: Document language(s) for OCR. Default: ita+eng.
    extract_tables: Detect and extract tables. Default: true.

Cost: $0.01 per document, paid via x402 USDC on Base.
supported_document_typesA

List all supported document types with their descriptions and prices. This tool is always free to call.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4.4/5.0

Scored across 5 tools

Disambiguation5/5

Each tool targets a distinct document type (bank statement, contract, generic, invoice) plus a listing tool, with no overlap in purpose.

Naming Consistency4/5

All parse tools follow a consistent 'parse_X' pattern, but the listing tool 'supported_document_types' deviates slightly; still clear and predictable.

Tool Count5/5

Five tools are well-scoped for a document parsing server, covering specific types and generic fallback without being excessive or thin.

Completeness5/5

The server provides specialized parsers for common documents, a generic parser for others, and a listing tool, covering the full parsing lifecycle.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources