Integration
Connect Google BigQuery to TypeSafe
When New Job Completed fires in Google BigQuery, your agent runs Ask a Yes/No Question in TypeSafe. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Google BigQuery and TypeSafe to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiAny client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Rows in Google BigQuery often hold free text nobody has read: feedback, error messages, incident notes. Connecting Google BigQuery to TypeSafe lets you ask a typed question about that text as the row arrives or changes, and write the answer and its confidence back into a table you can query.
Example flows
What Google BigQuery can start in TypeSafe
When New Job Completed in Google BigQuery
then Ask a Yes/No Question in TypeSafe
When New Row in Google BigQuery
then Classify Into Options in TypeSafe
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Google BigQuery and TypeSafe
Triggers and actions 4 triggers · 13 actions
Trigger
New Job CompletedTriggers when a BigQuery job in the project finishes, whether it succeeded or failed.
Trigger
New RowTriggers when a new row is added to a table. New rows are detected by a column you name that increases for newer rows, such as a creation time or a sequential ID.
Trigger
Query Job Completed (With Row Data)Triggers when a SELECT query job in the project finishes successfully, and includes its result rows.
Trigger
Updated RowTriggers when a row in a table is added or changed, detected by a last-updated timestamp column you name.
Action
Create RowCreates a new row of data in a table. Note: Does not create a job.
Action
Create RowsCreates new rows of data in a table (accepts line items). Note: Does not create a job.
Action
Delete RowsDeletes every row in a table whose match column equals the value you give.
Action
Find One RowFinds the first row in a table whose column equals the value you give.
Action
Get Rows for Job CompletedReturns the result rows of a finished query job.
Action
Import DataImports a JSON, CSV, Avro or Parquet file from Cloud Storage into a table. Waits up to about 40 seconds for the import to finish; larger imports keep running in BigQuery and return state RUNNING.
Action
List DatasetsReturns the datasets in a Google Cloud project.
Action
List TablesReturns the tables in a BigQuery dataset.
Action
Run a QueryRuns a SQL query against a table in BigQuery.
Action
Update Row(s)Updates every row in a table whose match column equals the value you give, setting the columns you choose.
Action
Ask a Yes/No QuestionAsks a yes/no question about a piece of content and returns how likely the answer is yes, as a number from 0 to 1. Use it to check a condition that needs judgement rather than an exact match, such as whether a message sounds urgent or whether a review is a complaint.
Action
Classify Into OptionsSorts a piece of content into one of the options you define and tells you how certain the choice is. Use it to route a ticket to a team, tag an enquiry by intent, or pick a category, and branch on the confidence so unclear cases go to a person instead.
Action
Score Against LevelsRates a piece of content against levels you describe, from lowest to highest, and tells you how certain the rating is. Use it to grade severity, sentiment, lead quality or risk on a scale of your own wording rather than a yes/no answer.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Google BigQuery and TypeSafe, answered
Can the answer from TypeSafe be stored back in my table?
Yes. After TypeSafe classifies, scores or answers a yes/no question about the text, the agent can use Update Row(s) in Google BigQuery to set the columns you name on the matching row, or Create Row to log it in a separate table.
What happens when TypeSafe is unsure about a row?
TypeSafe returns a confidence number with every answer, so the agent can act only when it is above the level you choose and send the rest somewhere for a person to read. The agent tests every scenario, including the low confidence one, before it goes live.
What can start an automation from Google BigQuery?
Any of Google BigQuery's 4 triggers in the catalog, including New Job Completed, New Row, Query Job Completed (With Row Data) and Updated Row. Describe the moment in plain language and your agent picks the right one.
What can your agent do in TypeSafe when something happens in Google BigQuery?
Any of TypeSafe's 3 actions, including Ask a Yes/No Question, Classify Into Options and Score Against Levels. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from TypeSafe to Google BigQuery?
TypeSafe has no triggers in the catalog today, so automations start in Google BigQuery. If you need the other direction, ask: your agent reads TypeSafe's API documentation and adds it.
Do I have to build a connector for Google BigQuery or TypeSafe?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.