MCP Server
Multilocale Translations
com.multilocale/multilocale
What this MCP does
Manages organization-scoped translation projects, locales, phrase keys, machine-generated translations, missing-translation checks, sharing, updates, and exports.
Capabilities
Tools
17
tools
add_locale
Add a language and translate it
Use this when someone asks to add a new language to a project and translate their strings into it. Returns the updated language list and how many strings were machine-translated, one per key, all before anything is saved, so a very large project can time out. Not for a language the project already has.
Destructive
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'locale'], 'properties': {'model': {'type': 'string', 'maxLength': 64, 'description': 'Translation model id; defaults to gpt-6-luna'}, 'locale': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': 'Locale code to add, such as it or pt-BR'}, 'context': {'type': 'string', 'maxLength': 600, 'description': 'Note applied to every translation in this run, up to 600 characters'}, 'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'locale', 'translationCount', 'locales'], 'properties': {'locale': {'type': 'string', 'maxLength': 35}, 'status': {'enum': ['created', 'not-found', 'already-exists'], 'type': 'string'}, 'locales': {'type': 'array', 'items': {'type': 'string', 'maxLength': 35}, 'maxItems': 200}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'translationCount': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
add_phrase
Add a string and translate it
Use this when someone asks to add a new string or key to their app's translations. Returns the created key with one machine translation per configured locale, made from the source text in the default locale. A key that already exists returns already-exists and is left unchanged. Not for changing an existing translation.
Destructive
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'key'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1, 'description': 'New key, 1 to 256 characters'}, 'model': {'type': 'string', 'maxLength': 64, 'description': 'Translation model id; defaults to gpt-6-luna'}, 'value': {'type': 'string', 'maxLength': 2000, 'minLength': 1, 'description': 'Source text in the default locale, up to 2,000 characters; defaults to the key itself'}, 'context': {'type': 'string', 'maxLength': 600, 'description': 'Note for the translator that disambiguates the string, up to 600 characters'}, 'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'key', 'defaultLocale', 'translationCount', 'locales'], 'properties': {'key': {'type': 'string', 'maxLength': 256}, 'status': {'enum': ['created', 'not-found', 'already-exists'], 'type': 'string'}, 'locales': {'type': 'array', 'items': {'type': 'string', 'maxLength': 35}, 'maxItems': 200}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}, 'translationCount': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
add_project
Create a localization project
Use this when someone asks to create a new localization project with a given name and languages. Returns the new project with its default locale and locales; if the name is taken it returns already-exists and creates nothing. Not for adding a language to an existing project.
Destructive
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['name', 'defaultLocale'], 'properties': {'name': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Name of the new project, 1 to 128 characters; a URL-safe slug such as my-app is easiest to reference later'}, 'locales': {'type': 'array', 'items': {'type': 'string', 'maxLength': 35, 'minLength': 1}, 'maxItems': 200, 'description': 'Other locale codes to start with, such as it or de; the default locale is added automatically'}, 'defaultLocale': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': 'Locale code of the source language, such as en'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project'], 'properties': {'status': {'enum': ['created', 'already-exists'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'object', 'required': ['id', 'name', 'defaultLocale', 'locales', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'name': {'type': 'string', 'maxLength': 128}, 'locales': {'type': 'array', 'items': {'$ref': '#/properties/project/anyOf/0/properties/defaultLocale/anyOf/0'}, 'maxItems': 200}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/project/anyOf/0/properties/creationTime'}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}}, 'additionalProperties': False}, {'type': 'null'}]}}, 'additionalProperties': False}
delete_phrase
Delete a string in every language
Use this when someone asks to remove a key from their translations. Returns how many language rows were deleted and which other projects shared them; a shared string is deleted permanently for those projects too. Not for removing only one language's translation.
Destructive
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'key'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1, 'description': 'Exact key to delete in every language'}, 'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name that has the key'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'key', 'deletedTranslationCount', 'sharedProjects'], 'properties': {'key': {'type': 'string', 'maxLength': 256}, 'status': {'enum': ['deleted', 'not-found'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'sharedProjects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 100, 'description': 'Other projects the deleted string was also removed from'}, 'deletedTranslationCount': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
export_locale_dictionary
Export one language's strings
Use this when someone wants the key and value pairs of one language, for example to review or copy a translation file. Returns up to 50 entries per call (25 by default) sorted by key, values cut to 500 characters, with nextSkip for the next page. Not for a complete file download, which the MultiLocale CLI provides.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'language'], 'properties': {'skip': {'type': 'integer', 'maximum': 10000, 'minimum': 0, 'description': 'Keys to skip in alphabetical order, for paging: pass the previous nextSkip; defaults to 0, at most 10000'}, 'limit': {'type': 'integer', 'maximum': 50, 'description': 'Entries to return, from 1 to 50; defaults to 25', 'exclusiveMinimum': 0}, 'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project name; an id matches nothing'}, 'language': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': 'Locale code to export, such as en'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'language', 'returnedCount', 'skip', 'nextSkip', 'hasMore', 'offsetCapReached', 'valuesTruncated', 'entries'], 'properties': {'skip': {'type': 'integer', 'maximum': 10000, 'minimum': 0}, 'status': {'enum': ['found', 'empty', 'partial'], 'type': 'string'}, 'entries': {'type': 'array', 'items': {'type': 'object', 'required': ['key', 'value'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1}, 'value': {'type': 'string', 'maxLength': 500}}, 'additionalProperties': False}, 'maxItems': 50, 'description': 'Key and value pairs sorted by key, values cut to 500 characters'}, 'hasMore': {'type': 'boolean'}, 'project': {'type': 'string', 'maxLength': 128}, 'language': {'type': 'string', 'maxLength': 35}, 'nextSkip': {'anyOf': [{'$ref': '#/properties/skip'}, {'type': 'null'}], 'description': 'Pass as skip to get the next page; null on the last page'}, 'returnedCount': {'type': 'integer', 'maximum': 50, 'minimum': 0}, 'valuesTruncated': {'type': 'boolean'}, 'offsetCapReached': {'type': 'boolean'}}, 'additionalProperties': False}
find_duplicate_phrase_values
Find duplicate source strings
Use this when someone wants to clean up a project by finding keys that repeat the same default-language text. Returns up to 25 repeated values with the keys that share them, scanning 1,000 default-locale strings by default and at most 2,000. Not for untranslated strings.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project'], 'properties': {'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}, 'scanLimit': {'type': 'integer', 'maximum': 2000, 'description': 'Default-locale strings to scan, from 1 to 2000; defaults to 1000', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'defaultLocale', 'phrasesScanned', 'scanLimit', 'scanTruncated', 'duplicateCount', 'duplicatesTruncated', 'duplicates'], 'properties': {'status': {'enum': ['found', 'none', 'partial', 'not-found'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'scanLimit': {'type': 'integer', 'maximum': 2000, 'exclusiveMinimum': 0}, 'duplicates': {'type': 'array', 'items': {'type': 'object', 'required': ['value', 'valueTruncated', 'keys', 'keysTruncated', 'sharedWith', 'sharedWithTruncated'], 'properties': {'keys': {'type': 'array', 'items': {'type': 'string', 'maxLength': 256, 'minLength': 1}, 'maxItems': 10}, 'value': {'type': 'string', 'maxLength': 500}, 'sharedWith': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128, 'minLength': 1}, 'maxItems': 10}, 'keysTruncated': {'type': 'boolean'}, 'valueTruncated': {'type': 'boolean'}, 'sharedWithTruncated': {'type': 'boolean'}}, 'additionalProperties': False}, 'maxItems': 25, 'description': 'Up to 25 default-locale values used by more than one key, with up to 10 keys each and the other projects sharing them'}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}, 'scanTruncated': {'type': 'boolean'}, 'duplicateCount': {'type': 'integer', 'maximum': 2000, 'minimum': 0}, 'phrasesScanned': {'type': 'integer', 'maximum': 2000, 'minimum': 0}, 'duplicatesTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
find_missing_translations
Find missing translations
Use this when someone asks which strings are not translated yet, or how complete each language is. Returns completion percentages and up to 25 missing keys per locale, for one locale or up to 10, compared with the default locale. Nothing is translated or written. Not for filling in the missing translations.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project'], 'properties': {'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}, 'language': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': 'One locale code to check; omit to check the configured locales'}, 'scanLimit': {'type': 'integer', 'maximum': 2000, 'description': 'Strings to scan per locale, from 1 to 2000; defaults to 1000', 'exclusiveMinimum': 0}, 'localeLimit': {'type': 'integer', 'maximum': 10, 'description': 'How many configured locales to check when language is omitted, from 1 to 10; defaults to 10', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'defaultLocale', 'sourcePhrasesScanned', 'scanLimit', 'sourceScanTruncated', 'localesTruncated', 'locales'], 'properties': {'status': {'enum': ['complete', 'incomplete', 'partial', 'not-found'], 'type': 'string'}, 'locales': {'type': 'array', 'items': {'type': 'object', 'required': ['language', 'totalKeys', 'translatedKeys', 'missingKeyCount', 'completionPercent', 'targetPhrasesScanned', 'targetScanTruncated', 'analysisIncomplete', 'missingKeys', 'missingKeysTruncated'], 'properties': {'language': {'type': 'string', 'maxLength': 35, 'minLength': 1}, 'totalKeys': {'type': 'integer', 'maximum': 2000, 'minimum': 0}, 'missingKeys': {'type': 'array', 'items': {'type': 'string', 'maxLength': 256, 'minLength': 1}, 'maxItems': 25}, 'translatedKeys': {'type': 'integer', 'maximum': 2000, 'minimum': 0}, 'missingKeyCount': {'type': 'integer', 'maximum': 2000, 'minimum': 0}, 'completionPercent': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'analysisIncomplete': {'type': 'boolean'}, 'targetScanTruncated': {'type': 'boolean'}, 'missingKeysTruncated': {'type': 'boolean'}, 'targetPhrasesScanned': {'type': 'integer', 'maximum': 2000, 'minimum': 0}}, 'additionalProperties': False}, 'maxItems': 10, 'description': 'One row per checked locale with its completion and up to 25 missing keys; status partial means a scan cap was reached'}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'scanLimit': {'type': 'integer', 'maximum': 2000, 'exclusiveMinimum': 0}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}, 'localesTruncated': {'type': 'boolean'}, 'sourceScanTruncated': {'type': 'boolean'}, 'sourcePhrasesScanned': {'type': 'integer', 'maximum': 2000, 'minimum': 0}}, 'additionalProperties': False}
get_phrase
Show one string's translations
Use this when someone asks how one exact key is translated, in every language or in one. Returns that key's text per locale, up to 24 locales and 2,000 characters each, with machine-translation flags and the projects sharing it, and renders a phrase card. Not for searching keys by text.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'key'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1, 'description': 'Exact key, matched case-sensitively'}, 'project': {'type': 'string', 'maxLength': 128, 'description': 'Project name; an id matches nothing'}, 'language': {'type': 'string', 'maxLength': 35, 'description': 'One locale code such as en or it; every language when absent'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'key', 'translationCount', 'translationsTruncated', 'translations'], 'properties': {'key': {'type': 'string', 'maxLength': 256}, 'status': {'enum': ['found', 'not-found'], 'type': 'string'}, 'project': {'type': 'string', 'maxLength': 128}, 'translations': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'language', 'value', 'valueTruncated', 'machineTranslated', 'projects', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'value': {'type': 'string', 'maxLength': 2000}, 'language': {'type': 'string', 'maxLength': 35}, 'projects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 100}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/translations/items/properties/creationTime'}, 'valueTruncated': {'type': 'boolean'}, 'machineTranslated': {'type': ['boolean', 'null']}}, 'additionalProperties': False}, 'maxItems': 24, 'description': 'One row per locale, up to 24, values cut to 2,000 characters; projects lists every project sharing the row'}, 'translationCount': {'type': 'integer', 'minimum': 0}, 'translationsTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
get_project
Get project details
Use this when someone asks about one localization project, such as which languages it has or its default locale. Returns the project's id, name, default locale, configured locales and creation and edit times. Not for how complete its translations are.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['projectIdOrName'], 'properties': {'projectIdOrName': {'type': 'string', 'maxLength': 128, 'description': 'Project id or name'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project'], 'properties': {'status': {'enum': ['found', 'not-found'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'object', 'required': ['id', 'name', 'defaultLocale', 'locales', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'name': {'type': 'string', 'maxLength': 128}, 'locales': {'type': 'array', 'items': {'$ref': '#/properties/project/anyOf/0/properties/defaultLocale/anyOf/0'}, 'maxItems': 200}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/project/anyOf/0/properties/creationTime'}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}}, 'additionalProperties': False}, {'type': 'null'}]}}, 'additionalProperties': False}
list_phrases
List a project's strings
Use this when someone asks to see the translation strings in a project, optionally in one language or for one key. Returns up to 100 phrases with id, key, language and value, plus the total count. Not for finding strings by the words they contain.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'description': 'Only this exact key'}, 'project': {'type': 'string', 'maxLength': 128, 'description': 'Project name; an id matches nothing'}, 'language': {'type': 'string', 'maxLength': 35, 'description': 'Only strings in this locale code, such as en, it or pt-BR'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'phraseCount', 'phrasesTruncated', 'phrases'], 'properties': {'status': {'enum': ['found', 'empty'], 'type': 'string'}, 'phrases': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'key', 'language', 'value', 'valueTruncated', 'machineTranslated', 'projects', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'key': {'type': 'string', 'maxLength': 256}, 'value': {'type': 'string', 'maxLength': 2000}, 'language': {'type': 'string', 'maxLength': 35}, 'projects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 100}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/phrases/items/properties/creationTime'}, 'valueTruncated': {'type': 'boolean'}, 'machineTranslated': {'type': ['boolean', 'null']}}, 'additionalProperties': False}, 'maxItems': 100, 'description': 'Up to 100 phrases, one row per key and language, values cut to 2,000 characters; phraseCount has the total'}, 'phraseCount': {'type': 'integer', 'minimum': 0}, 'phrasesTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
list_projects
List your localization projects
Use this when someone asks which localization projects they have in MultiLocale. Returns each project's id, name, default locale, languages and timestamps, up to 100 projects. Not for listing the strings inside a project.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'projectCount', 'projectsTruncated', 'projects'], 'properties': {'status': {'enum': ['found', 'empty'], 'type': 'string'}, 'projects': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'name', 'defaultLocale', 'locales', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'name': {'type': 'string', 'maxLength': 128}, 'locales': {'type': 'array', 'items': {'$ref': '#/properties/projects/items/properties/defaultLocale/anyOf/0'}, 'maxItems': 200}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/projects/items/properties/creationTime'}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}}, 'additionalProperties': False}, 'maxItems': 100, 'description': 'Up to 100 projects; projectCount has the total'}, 'projectCount': {'type': 'integer', 'minimum': 0}, 'projectsTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
list_team_members
List your team
Use this when someone asks who is on their MultiLocale team or what role each person has. Returns each member's display name and role, up to 100 members (no emails, ids or contact details). Not for inviting or removing people.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'memberCount', 'membersTruncated', 'members'], 'properties': {'status': {'enum': ['found', 'empty'], 'type': 'string'}, 'members': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'role'], 'properties': {'name': {'type': 'string', 'maxLength': 200, 'minLength': 1}, 'role': {'type': 'string', 'maxLength': 100, 'minLength': 1}}, 'additionalProperties': False}, 'maxItems': 100, 'description': 'Display name and role only. Email addresses, member ids, role ids, phone, country and signup device details are never returned.'}, 'memberCount': {'type': 'integer', 'minimum': 0}, 'membersTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
search_phrases
Search strings by text
Use this when someone asks to find translation strings that contain a word or phrase, in their keys or text. Returns up to 100 matches with id, key, language and value from a case-insensitive match within one project. Not for one exact key.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'query'], 'properties': {'query': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'Text to find in keys or values, case-insensitive, 1 to 200 characters'}, 'project': {'type': 'string', 'maxLength': 128, 'description': 'Project name; an id matches nothing'}, 'language': {'type': 'string', 'maxLength': 35, 'description': 'Only search this locale code; every language when absent'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'phraseCount', 'phrasesTruncated', 'phrases'], 'properties': {'status': {'enum': ['found', 'empty', 'no-matches'], 'type': 'string'}, 'phrases': {'type': 'array', 'items': {'type': 'object', 'required': ['id', 'key', 'language', 'value', 'valueTruncated', 'machineTranslated', 'projects', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'key': {'type': 'string', 'maxLength': 256}, 'value': {'type': 'string', 'maxLength': 2000}, 'language': {'type': 'string', 'maxLength': 35}, 'projects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 100}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'$ref': '#/properties/phrases/items/properties/creationTime'}, 'valueTruncated': {'type': 'boolean'}, 'machineTranslated': {'type': ['boolean', 'null']}}, 'additionalProperties': False}, 'maxItems': 100, 'description': 'Up to 100 matching phrases, values cut to 2,000 characters; phraseCount has the total'}, 'phraseCount': {'type': 'integer', 'minimum': 0}, 'phrasesTruncated': {'type': 'boolean'}}, 'additionalProperties': False}
share_phrase
Share a string with other projects
Use this when someone asks to reuse a key's translations in other projects, such as a common button label. Returns the target projects and how many language rows were attached, up to 25 targets; later edits to that string apply in every attached project. Not for a copy that can differ per project.
Destructive
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'key', 'targetProjects'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1, 'description': 'Exact key to share, with all of its languages'}, 'project': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name that already has the key'}, 'targetProjects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128, 'minLength': 1}, 'maxItems': 25, 'minItems': 1, 'description': '1 to 25 project ids or names to attach the key to'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'key', 'targetProjects', 'translationCount'], 'properties': {'key': {'type': 'string', 'maxLength': 256}, 'status': {'enum': ['updated', 'not-found', 'no-targets', 'already-shared'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'targetProjects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 25}, 'translationCount': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
show_project_overview
Show project overview
Use this when someone wants a quick overview of one of their localization projects. Returns an overview card with the project's default locale, up to 24 configured locales and timestamps. Not for translation completeness.
Read only
Idempotent
Input schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['projectIdOrName'], 'properties': {'projectIdOrName': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}}}
Output schema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['project'], 'properties': {'project': {'anyOf': [{'type': 'object', 'required': ['id', 'name', 'defaultLocale', 'localeCount', 'localesTruncated', 'locales', 'creationTime', 'lastEditTime'], 'properties': {'id': {'anyOf': [{'type': 'string', 'pattern': '^[0-9a-f]{24}$'}, {'type': 'null'}]}, 'name': {'type': 'string', 'maxLength': 128}, 'locales': {'type': 'array', 'items': {'type': 'string', 'maxLength': 35}, 'maxItems': 24}, 'localeCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'creationTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'lastEditTime': {'anyOf': [{'type': 'string', 'maxLength': 32}, {'type': 'null'}]}, 'defaultLocale': {'anyOf': [{'type': 'string', 'maxLength': 35}, {'type': 'null'}]}, 'localesTruncated': {'type': 'boolean'}}, 'additionalProperties': False}, {'type': 'null'}]}}, 'additionalProperties': False}
update_phrase
Edit a translation
Use this when someone asks to fix or change the text of one key in one language. Returns the previous and new text and the projects sharing that string; the change applies in all of them and marks the text as human-edited. Not for adding a new key.
Destructive
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['project', 'key', 'language', 'value'], 'properties': {'key': {'type': 'string', 'maxLength': 256, 'minLength': 1, 'description': 'Exact existing key'}, 'value': {'type': 'string', 'maxLength': 2000, 'minLength': 1, 'description': 'New text for that language, 1 to 2,000 characters'}, 'project': {'type': 'string', 'maxLength': 128, 'description': 'Project name; an id matches nothing'}, 'language': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': 'Locale code of the translation to change, such as en or it'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'key', 'language', 'previousValue', 'value', 'sharedProjects'], 'properties': {'key': {'type': 'string', 'maxLength': 256}, 'value': {'anyOf': [{'type': 'string', 'maxLength': 2000}, {'type': 'null'}]}, 'status': {'enum': ['not-found', 'no-change', 'updated'], 'type': 'string'}, 'project': {'type': 'string', 'maxLength': 128}, 'language': {'type': 'string', 'maxLength': 35}, 'previousValue': {'anyOf': [{'type': 'string', 'maxLength': 2000}, {'type': 'null'}]}, 'sharedProjects': {'type': 'array', 'items': {'type': 'string', 'maxLength': 128}, 'maxItems': 100, 'description': 'Every project using this string; the change applies to all of them'}}, 'additionalProperties': False}
update_project
Change project languages or context
Use this when someone asks to change a project's default locale, replace its list of languages, or set its translation context. Returns which fields changed. The language list is replaced as a whole, no strings are translated or deleted, and the project name stays fixed. Not for adding a language with its translations.
Destructive
Idempotent
Input schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['projectIdOrName'], 'properties': {'context': {'type': 'string', 'maxLength': 600, 'description': 'Translation context for the whole project, up to 600 characters; an empty string clears it'}, 'locales': {'type': 'array', 'items': {'type': 'string', 'maxLength': 35, 'minLength': 1}, 'maxItems': 200, 'minItems': 1, 'description': 'Complete replacement list of locale codes, including the default locale'}, 'defaultLocale': {'type': 'string', 'maxLength': 35, 'minLength': 1, 'description': "New default locale code; it has to be one of the project's locales"}, 'projectIdOrName': {'type': 'string', 'maxLength': 128, 'minLength': 1, 'description': 'Project id or name'}}, 'additionalProperties': False}
Output schema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['status', 'project', 'changedFields'], 'properties': {'status': {'enum': ['no-input', 'not-found', 'no-change', 'updated'], 'type': 'string'}, 'project': {'anyOf': [{'type': 'string', 'maxLength': 128}, {'type': 'null'}]}, 'changedFields': {'type': 'array', 'items': {'enum': ['defaultLocale', 'locales', 'context'], 'type': 'string'}, 'maxItems': 3}}, 'additionalProperties': False}
History
Recent tool changes
Changed
show_project_overview
Sept. 29, 2026, 3:02 a.m.
Changed
delete_phrase
Sept. 29, 2026, 3:02 a.m.
Changed
share_phrase
Sept. 29, 2026, 3:02 a.m.
Changed
add_locale
Sept. 29, 2026, 3:02 a.m.
Changed
update_phrase
Sept. 29, 2026, 3:02 a.m.
Changed
add_phrase
Sept. 29, 2026, 3:02 a.m.
Changed
list_team_members
Sept. 29, 2026, 3:02 a.m.
Changed
export_locale_dictionary
Sept. 29, 2026, 3:02 a.m.
Changed
find_missing_translations
Sept. 29, 2026, 3:02 a.m.
Changed
find_duplicate_phrase_values
Sept. 29, 2026, 3:02 a.m.
Changed
search_phrases
Sept. 29, 2026, 3:02 a.m.
Changed
get_phrase
Sept. 29, 2026, 3:02 a.m.
Changed
list_phrases
Sept. 29, 2026, 3:02 a.m.
Changed
update_project
Sept. 29, 2026, 3:02 a.m.
Changed
add_project
Sept. 29, 2026, 3:02 a.m.
Changed
get_project
Sept. 29, 2026, 3:02 a.m.
Changed
list_projects
Sept. 29, 2026, 3:02 a.m.
Changed
add_locale
Sept. 25, 2026, 3:03 a.m.
Changed
add_phrase
Sept. 25, 2026, 3:03 a.m.
Changed
show_project_overview
Sept. 19, 2026, 2:51 a.m.
Changed
list_team_members
Sept. 19, 2026, 2:51 a.m.
Changed
list_projects
Sept. 19, 2026, 2:51 a.m.
Added
show_project_overview
Sept. 17, 2026, 12:36 p.m.
Added
delete_phrase
Sept. 17, 2026, 12:36 p.m.
Added
share_phrase
Sept. 17, 2026, 12:36 p.m.
Added
add_locale
Sept. 17, 2026, 12:36 p.m.
Added
update_phrase
Sept. 17, 2026, 12:36 p.m.
Added
add_phrase
Sept. 17, 2026, 12:36 p.m.
Added
list_team_members
Sept. 17, 2026, 12:36 p.m.
Added
export_locale_dictionary
Sept. 17, 2026, 12:36 p.m.
Discover
Similar MCP servers
2ools
app.2ools/mcp
Builds, versions, reviews, deploys, shares, and coordinates work on websites, web applications, and games through project workflo…
Kaiku
tech.kaiku/kaiku
Manages team issues, comments, attachments, projects, wiki pages, and related development workflows.
SmartTools
io.github.9thShini/smart-tools
Provides general-purpose calculators, unit converters, text and data transformations, hashing, code-generation helpers, and forma…
Wakatime
io.github.pipeworx-io/wakatime
Provides WakaTime coding-activity data, including durations, projects, commits, goals, heartbeats, editor usage, leaders, and use…
TaskLite
net.tasklite/mcp
Builds and manages hosted project backends, structured boards, REST APIs, automations, authentication access, databases, and fron…
Keelen
io.github.jamie7893/keelen
Manages autonomous software projects connected to GitHub, including repository setup, roadmap intake, task execution, scheduling,…
Linear
io.github.pipeworx-io/linear
Manages and searches Linear teams and issues, including issue creation and detailed issue retrieval.
Jira
io.github.pipeworx-io/jira
Searches Jira issues and retrieves project, issue, status, assignee, priority, comment, attachment, and linked-issue details.