@translatize/mcp

@translatize/mcp

An MCP server that gives AI agents – Claude Code, Cursor, Claude Desktop, and any other Model Context Protocol client – direct access to your Translatize translations, with git-like branching.

It runs over stdio and exposes eighteen tools for reading and writing labels (translation keys), translating, and managing branches: inspect the project, list/search/read/upsert keys, check per-language coverage, find and fill missing translations (yourself or with platform AI), and – with a create-own scoped token – create, compare, review, merge and delete branches. Built on @translatize/core and the machine-token integration API.

Requires Node.js >= 18.17.

How it works

The server authenticates with a Translatize API token (a string beginning with mcni_). Every token is bound to one project and one base branch, and carries a branch scope:

• fixed (the default) – the token can only read and write its one base branch. This is exactly the original behaviour.
• create-own – in addition to its base branch, the token may create new branches (always forked from the base), read/write/export the branches it created, and compare, merge and delete those back into the base. It can never touch branches it did not create.

Call get_project_info (or list_branches) to see the base branch, the scope, and which branches the token may write to. The label and translation tools take an optional branch argument naming any branch in that allowed set; omit it to act on the base branch.

Create a token – and choose its branch scope – under Project Settings → Integrations at app.translatize.com.

Configuration

The server is configured entirely through environment variables:

Variable	Required	Description
TRANSLATIZE_API_TOKEN	yes	The mcni_... integration token. The server exits immediately if it is missing.
TRANSLATIZE_API_URL	no	API base URL including the /v1 segment. Defaults to https://api.translatize.com/v1.
TRANSLATIZE_APP_URL	no	Web-app base URL used to build the platformUrl review link returned by review_changes. Defaults to https://app.translatize.com.

Setup

Claude Code

claude mcp add translatize -e TRANSLATIZE_API_TOKEN=mcni_xxx -- npx -y @translatize/mcp

This registers the server so Claude Code launches it on demand with npx. Drop -e TRANSLATIZE_API_TOKEN=... if the variable is already exported in your shell.

Cursor

Add the server to .cursor/mcp.json in your project (or the global ~/.cursor/mcp.json):

{
  "mcpServers": {
    "translatize": {
      "command": "npx",
      "args": ["-y", "@translatize/mcp"],
      "env": {
        "TRANSLATIZE_API_TOKEN": "mcni_xxx"
      }
    }
  }
}

Any MCP client (Claude Desktop, etc.)

The same mcpServers block works for any client that speaks MCP over stdio – for Claude Desktop, put it in claude_desktop_config.json:

{
  "mcpServers": {
    "translatize": {
      "command": "npx",
      "args": ["-y", "@translatize/mcp"],
      "env": {
        "TRANSLATIZE_API_TOKEN": "mcni_xxx",
        "TRANSLATIZE_API_URL": "https://api.translatize.com/v1"
      }
    }
  }
}

The binary is translatize-mcp; npx -y @translatize/mcp runs it without a global install. If you prefer a pinned install, npm i -g @translatize/mcp and set "command": "translatize-mcp" with "args": [].

Tools

Every label and translation tool accepts an optional branch argument. It defaults to the token's base branch and may name any branch in the token's allowed set (a create-own token's base plus the branches it created); naming a branch outside that set fails with branch_not_allowed.

Project & labels

Tool	Arguments	Returns
get_project_info	none	Project name and id, configured languages, base branch, token role, branch scope, the writable branches, total key count, and per-language completeness %. Call this first.
list_labels	namespace?, status?, include_values?, branch?	Keys with their status and tags (plus values when include_values is true). Filter by namespace (dotted key prefix) and/or status. Values are capped at 300 with a note.
get_labels	keys[], branch?	The full record (all values, status, tags) for each named key, plus a not_found list.
search_labels	query, in? (keys/values/both), branch?	Labels whose key or value contains query (case-insensitive), with values, capped at 100 matches.
upsert_label	key, values?, status?, tags?, branch?	Creates or updates one label; reports whether it was created or updated and its stored state.
upsert_labels	labels[], branch?	Batch create/update (chunked automatically); returns { updated, created, failed }.
set_labels_status	keys[], status, branch?	Bulk-set the workflow status (draft/review/approved/rejected) of many keys without touching their values.

Translation

Tool	Arguments	Returns
translation_status	branch?	Per language: total keys, translated, missing, and up to 50 example missing keys.
get_missing_translations	branch?, languages?, limit? (default 200)	Keys with at least one empty target-language value: { key, source: { lang, value }, missing: [langs] }. Translate these yourself (any plan) and write them back with upsert_labels.
auto_translate	branch?, target_languages?, label_keys?, overwrite_translated?	Starts a platform AI background job (professional/agency plans; metered against the AI quota). Returns the started job, or a no-op when nothing needs work. feature_not_available ⇒ use get_missing_translations and translate yourself.
translation_job_status	none	The current/most-recent AI job (status, progress, queue position) plus the AI quota { used, limit, remaining }.

Branches (create-own tokens)

Tool	Arguments	Returns
list_branches	none	Every branch with writable and createdByThisToken flags, plus baseBranch and branchScope.
create_branch	name, description?	Forks a new branch from the base branch. Needs a create-own token and the developer role. Name: ^[a-zA-Z0-9_-]+$, 1–100 chars, not main.
compare_with_base	branch	Changed/added/deleted keys of branch vs the base, each with per-language values, plus a summary.
get_merge_conflicts	branch	Flat per-key/per-language conflicts of branch vs the base; an empty list means it is safe to merge with the default strategy.
review_changes	branch?	A capped (100-key) review packet – added/changed keys with values – plus a platformUrl to open in the web app. Call it, then ask the user how to review and whether to merge.
merge_branch	branch, strategy?, conflicts?	Merges a branch you created into the base. Strategies: overwrite (default), keep-newer, manual (pass resolutions from get_merge_conflicts), replace (destructive). Does not delete the branch.
delete_branch	branch	Deletes a branch this token created (cleanup after a merge).

Only languages configured on the project may be written; an unknown language code is rejected. When a call fails, the tool returns an error result whose text carries the API error code and a short remedy (for example, branch_not_allowed lists the branches the token may act on, and feature_not_available points at get_missing_translations), so the agent can react without the session crashing.

Agentic workflow

With a create-own token, an agent can take a translation change from start to finish inside the conversation:

• Branch. create_branch { name: "add-checkout-copy" } forks a working branch from the base.
• Add keys. upsert_labels { branch: "add-checkout-copy", labels: [...] } writes the new source strings.
• Translate. Either translate yourself – get_missing_translations { branch: "add-checkout-copy" }, fill in the values, and push them with upsert_labels – or, on a plan with platform AI, auto_translate { branch: "add-checkout-copy" } and watch it with translation_job_status.
• Mark reviewed. set_labels_status { branch: "add-checkout-copy", keys: [...], status: "approved" }.
• Review + ask. review_changes { branch: "add-checkout-copy" } returns the diff and a platformUrl. Ask the user whether to review here or on the platform, and get their approval – never merge on your own.
• Merge. After approval, merge_branch { branch: "add-checkout-copy" } folds it into the base (use get_merge_conflicts + strategy manual if there are conflicts).
• Clean up. delete_branch { branch: "add-checkout-copy" }.

A fixed-scope token skips the branching steps and works directly on its one branch (steps 2–4).

Example prompts

Once connected, ask the agent things like:

• "What languages does this Translatize project support, and how complete is each one?"
• "List every key under the checkout namespace that is still in draft status."
• "Add a key checkout.pay_button with English Pay now and Latvian Maksāt."
• "Which Latvian strings are still missing? Draft translations for the first ten."
• "Create a branch, add the new onboarding keys, translate the missing Latvian strings, and show me the changes before merging."

Privacy Policy

This server is a thin, local bridge between your MCP client and the Translatize API. It:

• reads your Translatize API token from the TRANSLATIZE_API_TOKEN environment variable and sends it, over HTTPS as a Bearer token, only to the Translatize API host you configure (TRANSLATIZE_API_URL, default https://api.translatize.com/v1);
• sends and receives translation data (label keys, values, statuses, tags and branch metadata) to and from that API in response to tool calls;
• runs entirely locally over stdio, adds no telemetry or analytics, and contacts no other host. Diagnostics are written to stderr only; your token is never written to stdout or logged.

The data you read and write through these tools is handled under the Translatize privacy policy: https://translatize.com/en/privacy.

License

MIT © SIA "MICRON"