Talonic runs on your own machine — the client starts it, so there is no endpoint to ping. 552 installs a week from npm. Last commit 29 Oct 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 -e 'TALONIC_API_KEY=<TALONIC_API_KEY>' -- npx -y @talonic/mcp
{
"mcpServers": {
"talonic-mcp": {
"command": "npx",
"args": [
"-y",
"@talonic/mcp"
],
"env": {
"TALONIC_API_KEY": "<TALONIC_API_KEY>"
}
}
}
}
[mcp_servers.talonic-mcp]
command = "npx"
args = ["-y", "@talonic/mcp"]
env = { TALONIC_API_KEY = "<TALONIC_API_KEY>" }
{
"mcpServers": {
"talonic-mcp": {
"command": "npx",
"args": [
"-y",
"@talonic/mcp"
],
"env": {
"TALONIC_API_KEY": "<TALONIC_API_KEY>"
}
}
}
}
{
"servers": {
"talonic-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@talonic/mcp"
],
"env": {
"TALONIC_API_KEY": "<TALONIC_API_KEY>"
}
}
}
}
Put your own value in place of
<TALONIC_API_KEY> (Your Talonic API key. Get one at https://app.talonic.com).
The author’s registry entry marks it as required.
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
Pull tables out of a PDF as rows and cells, ready for a spreadsheet or a data pipeline.
Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)
Extract every table from PDFs and scans to Excel, CSV and JSON.
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
Answers built from our own checks of this server.