talonicdev/talonic-mcp

Overview

An official MCP server that enables AI agents to extract structured data from any document using the Model Context Protocol. It is built in TypeScript and provides a standardized interface for document parsing.

Best for

Best for
Developers building AI agents that need to extract structured data from unstructured documents

Use cases

• Extract fields from invoices or receipts
• Parse resumes into structured profiles
• Pull key data from contracts or agreements

How to use

Install

npx -y @talonic/mcp@latest

Tools exposed

• talonic_extract
• talonic_request_upload
• talonic_to_markdown
• talonic_search
• talonic_filter
• talonic_get_document
• talonic_list_schemas
• talonic_save_schema
• talonic_get_balance
• talonic_get_pricing
• talonic_get_usage

Tested with

Claude Desktop, Cursor, Cline, Continue, VS Code, JetBrains, Cowork, Claude.ai

Example client config

[object Object]

Notes

An official MCP server that enables AI agents to extract structured data from any document using the Model Context Protocol. It is built in TypeScript and provides a standardized interface for document parsing.

4 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

• Extract fields from invoices or receipts
• Parse resumes into structured profiles
• Pull key data from contracts or agreements

Pros

• Leverages the Model Context Protocol for agent interoperability
• TypeScript codebase for type safety and developer familiarity
• Focused on structured data extraction from diverse document types

Cons

• Low star count (4) suggests limited community adoption or maturity
• Requires an MCP-compatible AI agent to function
• Documentation and examples may be sparse

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.