Talonic runs on your own machine — the client starts it, so there is no endpoint to ping. 175 installs a week from npm. Last commit 6 Sep 2026.
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
Today is the operative word: we check Talonic every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add talonic-mcp -- npx -y @talonic/mcp
{
"mcpServers": {
"talonic-mcp": {
"args": [
"-y",
"@talonic/mcp"
],
"command": "npx"
}
}
}
[mcp_servers.talonic-mcp]
command = "npx"
args = ["-y", "@talonic/mcp"]
{
"mcpServers": {
"talonic-mcp": {
"args": [
"-y",
"@talonic/mcp"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"talonic-mcp": {
"args": [
"-y",
"@talonic/mcp"
],
"command": "npx"
}
}
}
This one needs environment variables set before it will start:
TALONIC_API_KEY (Your Talonic API key. Get one at https://app.talonic.com.).
The author declared them in the registry entry; get the values from the project itself.
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
Render PDFs from templates and spreadsheet data via SheetRender, locally or at mcp.sheetrender.com
Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)
Contract testing and quality gates for spreadsheets created by AI agents.
MCP server for querying and analyzing data from ad platforms, analytics tools, and spreadsheets
Create, read, and modify spreadsheet data, formatting, and sheets
Extract text, tables and metadata from every PDF linked in a dataset, CSV or Google Sheet.
Convert files between 44 formats: documents, spreadsheets, images, ebooks, email and subtitles.
Answers built from our own checks of this server.