MCP Tools Reference: bigquerymigration.googleapis.com

Tool: translate_query

Translates a single query into BigQuery SQL syntax.

The following sample demonstrate how to use curl to invoke the translate_query MCP tool.

Curl Request 
                  
curl --location 'https://bigquerymigration.googleapis.com/mcp' \
--header 'content-type: application/json' \
--header 'accept: application/json, text/event-stream' \
--data '{
  "method": "tools/call",
  "params": {
    "name": "translate_query",
    "arguments": {
      // provide these details according to the tool's MCP specification
    }
  },
  "jsonrpc": "2.0",
  "id": 1
}'

Input Schema

Request message for TranslateQuery.

TranslateQueryRequest

JSON representation 
{
  "projectNumber": string,
  "location": string,
  "inputQuery": string,
  "sourceDialect": string,
  "metadataFilePath": string,
  "translationConfigs": [
    {
      object (TranslationConfig)
    }
  ],
  "targetDialect": string
}
Fields
projectNumber

string

Required. The Google Cloud project number.
location

string

Required. The location. For more information, see Locations.
inputQuery

string

Required. The query string to be translated.
sourceDialect

string

Required. The dialect of the source query. The following source to target dialect pairs are supported: source: Teradata, Bteq, Redshift, Oracle, HiveQL, Impala, SparkSQL, Snowflake, Netezza, AzureSynapse, Vertica, SQLServer, Presto, MySQL, Postgresql, Db2, SQLite, Greenplum, BigQuery; target: BigQuery.

metadataFilePath

string

Optional. The path to the metadata file in Cloud Storage. Format: gs://BUCKET_NAME/PATH_TO_FILE.zip. The metadata file contains information about the source database and its schema. For more information on generating a metadata file, see Generate metadata. Translation may fail if the metadata file isn't generated correctly.
translationConfigs[]

object (TranslationConfig)

Optional. Specifies the translation YAML configurations for this translation. For more information, see YAML configuration guidelines.
targetDialect

string

Required. The dialect of the target query. See list of supported pairs in source_dialect.

TranslationConfig

JSON representation 
{
  "displayName": string,
  "content": string
}
Fields
displayName

string

Required. The display name of the configuration. Important: Name has to end with .config.yaml extension.
content

string

Required. The content of the configuration.

Output Schema

Response message for TranslateQuery.

TranslateQueryResponse

JSON representation 
{
  "translatedQuery": string,
  "translation": string,
  "translationState": string,
  "translationLogs": [
    {
      object (Log)
    }
  ],
  "errorInfo": {
    object (ErrorInfo)
  }
}
Fields
translatedQuery

string

The translated query.
translation

string

The ID of the migration workflow created for this translation. Use this ID with get_translation and explain_translation tools.
translationState

string

The current state of the translation, for example, SUCCEEDED or FAILED.
translationLogs[]

object (Log)

A list of logs generated during the translation process. Tip: If you're using an AI client, these logs can be used to troubleshoot issues and to improve translation quality. You should persist these logs so users can see them in the UI and use them for troubleshooting or improving translation quality.
errorInfo

object (ErrorInfo)

The error information.

Log

JSON representation 
{
  "severity": string,
  "category": string,
  "message": string,
  "action": string,
  "effect": string,
  "impactedObject": string
}
Fields
severity

string

Severity of the translation record, for example, INFO, WARNING, or ERROR.
category

string

Category of the error or warning, for example, SyntaxError.
message

string

Detailed message of the record.
action

string

Recommended action to address the log.
effect

string

The effect or impact of the issue noted in the log. Effect can be one of the following values: CORRECTNESS: Errors with this effect indicate that the translation service couldn't meaningfully process the translation. This is caused by issues in the user's input such as incorrect language or formatting, or using an unsupported file type. COMPLETENESS: Errors with this effect indicate that the translation service doesn't have sufficient information to complete the translation. This can be caused by missing information in the user's input such as missing metadata for name resolution. COMPATIBILITY: Errors with this effect indicate that the translation service encountered compatibility issues when it processed the translation. This can happen when the target platform doesn't support a feature used in the input script, and the translation service tries to make a semantic approximation for the target platform. NONE: Errors with this effect are purely informational messages that have no effect on the output. Effects are ordered by their stage in the translation process. For example, CORRECTNESS issues are identified before COMPLETENESS issues.
impactedObject

string

Name of the object that is impacted by the log message.

ErrorInfo

JSON representation 
{
  "reason": string,
  "domain": string,
  "metadata": {
    string: string,
    ...
  }
}
Fields
reason

string

The reason of the error. This is a constant value that identifies the proximate cause of the error. Error reasons are unique within a particular domain of errors. This should be at most 63 characters and match a regular expression of [A-Z][A-Z0-9_]+[A-Z0-9], which represents UPPER_SNAKE_CASE.
domain

string

The logical grouping to which the "reason" belongs. The error domain is typically the registered service name of the tool or product that generates the error. Example: "pubsub.googleapis.com". If the error is generated by some common infrastructure, the error domain must be a globally unique value that identifies the infrastructure. For Google API infrastructure, the error domain is "googleapis.com".
metadata

map (key: string, value: string)

Additional structured details about this error.

Keys must match a regular expression of [a-z][a-zA-Z0-9-_]+ but should ideally be lowerCamelCase. Also, they must be limited to 64 characters in length. When identifying the current value of an exceeded limit, the units should be contained in the key, not the value. For example, rather than {"instanceLimit": "100/request"}, should be returned as, {"instanceLimitPerRequest": "100"}, if the client exceeds the number of instances that can be created in a single (batch) request.

An object containing a list of "key": value pairs. Example: { "name": "wrench", "mass": "1.3kg", "count": "3" }.

MetadataEntry

JSON representation 
{
  "key": string,
  "value": string
}
Fields
key

string
value

string

Tool Annotations

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