Talonic wraps document intelligence into eight MCP tools that turn PDFs, scans, images, and spreadsheets into schema-validated JSON. You get talonic_extract for structured data extraction with confidence scores, talonic_to_markdown for OCR output, talonic_search and talonic_filter for querying your workspace, and schema management tools for saving and reusing extraction patterns. Supports stdio transports for Claude Desktop, Cursor, and VS Code extensions, plus a hosted MCP endpoint for Claude.ai with OAuth or API key auth. Free tier gives you 50 extractions per day. Reach for this when you need reliable table parsing, form field extraction, or invoice line items instead of fighting raw OCR output and prompt engineering your way to consistency.
claude mcp add --transport stdio talonicdev-talonic-mcp uvx talonic-mcp