glin runs on your own machine — the client starts it, so there is no endpoint to ping. 170 installs a week from pypi. Last commit 20 Oct 2026.
Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.
Today is the operative word: we check glin 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 glin -- uvx glin-ml
{
"mcpServers": {
"glin": {
"command": "uvx",
"args": [
"glin-ml"
]
}
}
}
[mcp_servers.glin]
command = "uvx"
args = ["glin-ml"]
{
"mcpServers": {
"glin": {
"command": "uvx",
"args": [
"glin-ml"
]
}
}
}
{
"servers": {
"glin": {
"type": "stdio",
"command": "uvx",
"args": [
"glin-ml"
]
}
}
}
Every spreadsheet is a table: Excel, CSV, Parquet and JSON as SQL tables for AI agents.
Train AutoML models on CSV files and run predictions from Claude and other MCP clients.
Extract every table from PDFs and scans to Excel, CSV and JSON.
Resumable browser, API and MCP workflows for AI agents. Verify CSV/Excel batches locally.
EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.
Excel-verified lease finance math for AI agents: equipment, solvers, schedules.
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
Local data runtime for AI agents: query CSV, Excel, Parquet and JSON files with DuckDB SQL.
Answers built from our own checks of this server.