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PlatformPlatform overview

Platform overview

Understand what AI Glot translates, when it is a good fit, and how a CSV moves from upload through review to a structure-safe result.

AI Glot is built for structured content that already lives in a CSV: product catalogues, CMS exports, localization tables, marketplace feeds and other row-and-column data.

When AI Glot is a good fit

Product and ecommerce data

Translate titles, descriptions, metadata and attributes without changing product IDs or import columns.

Localization tables

Fill one or several language columns from a shared source column.

CMS and database exports

Translate selected fields while keeping keys, slugs and operational columns untouched.

Whole-table translation

Translate every non-empty text cell when the complete CSV is intended for another language.

AI Glot is not a spreadsheet editor and does not redesign your data. It preserves the CSV structure so the completed file can return to the system that exported it.

The workflow

flowchart LR A["Upload CSV"] --> B["Structure and language analysis"] B --> C["Review columns, languages and cost"] C --> D["Translate in parallel"] D --> E["Validate and rebuild the CSV"] E --> F["Download or retrieve later"]
From source CSV to translated CSV

Analysis is free. Credits are reserved only after you approve the final mapping and cost. If a translation fails, its reservation is returned automatically.

Four translation modes

LayoutUse it whenWhat changes
Single columnOne field contains the source textOne source column is translated into an existing or new destination column
Selected columnsSeveral fields need the same target languageChosen columns are translated in place; headers and other columns remain untouched
Multi-language columnsOne source feeds several locale columnsEach destination column receives its own fixed language
Full CSVThe whole table is human-facing contentEvery detected text cell is translated, including headers

You choose an initial layout before upload, but the analysis screen lets you switch before translation begins.

Ways to operate AI Glot

InterfaceBest forCan start a translation?
Web appUpload, mapping review and day-to-day useYes
REST APIIntegrations and HTTP automationNot in v1
CLITerminal, CI and coding agentsNot in v1
MCPChatGPT, Claude, Cursor and agent frameworksNot in v1

Use these docs with your AI tools

An AI agent can read this documentation directly. You do not need an account or an API key. Everything here is public and read-only.

Query these docs via MCP

Recommended

Add this server to Claude, Claude Code, Cursor, Mistral, or any tool that supports MCP. Your agent can then search AI Glot Docs documentation and read it in full, instead of answering from memory.

https://ai-glot.com/docs/mcp
  • searchFind the passages that answer a question.
  • fetchRead one page in full, as Markdown.
  • list_pagesSee every page in this documentation.

Query these docs over HTTP

The same tools also work as plain web requests. Use this for scripts, or for any tool that does not support MCP. There is one endpoint per tool. Arguments go in the query string, and the answer comes back as JSON.

https://ai-glot.com/docs/api/docs/search?query=custom+domain

Read the OpenAPI description. It is built from the same definitions as the tools, so it always matches what the endpoints do.

Read these docs as Markdown

Add .md to any page URL to get its Markdown source. You can also send the headerAccept: text/markdown to the page URL itself.

To read the whole documentation in one file, open llms-full.txt. For a short index of every page, open llms.txt.