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BigQuery MCP Server

Enables secure, read-only querying of Google BigQuery datasets through a stateless MCP server with OAuth 2.1 authorization, designed for integration with Atlassian Rovo.

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: OIDC_TOKEN_ENDPOINT. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 3 credentials: MASTER_SECRET_KEY, MOCK_USER_PASSWORD, OIDC_CLIENT_SECRET
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configALLOWED_EMAIL_DOMAINSSecurity & Authorization: , ALLOWED_REDIRECT_URIS, TOKEN_EXPIRATION, TOKEN_EXPIRATION_SECONDS
configALLOWED_REDIRECT_URISSecurity & Authorization: ALLOWED_EMAIL_DOMAINS, , TOKEN_EXPIRATION, TOKEN_EXPIRATION_SECONDS
configALLOWLIST_TABLESRejected: Tabel "..." tidak terdaftar You are attempting to query a table not configured in the environment variable.
configAUTH_PROVIDERAuthentication Credentials: MASTER_SECRET_KEY, , and OIDC specific variables.
configGCP_KEY_FILE_PATH
configGCP_PROJECT_ID
🔐 secretMASTER_SECRET_KEYStateless Architecture: Zero database dependency. Uses JWE/JWS for state management via a single .
configMAX_BYTES_BILLEDDescription: Executes a read-only GoogleSQL SELECT query on the allowed tables. Enforces client-side row capping (max 1000 rows) and database-side cost protection limits ().
configMOCK_USER_EMAIL
🔐 secretMOCK_USER_PASSWORD
configOIDC_AUTHORIZATION_ENDPOINT
configOIDC_CLIENT_IDyour-oidc-client-id
🔐 secretOIDC_CLIENT_SECRETyour-oidc-client-secret
configOIDC_REDIRECT_URI
configOIDC_TOKEN_ENDPOINT
configPORT
configROW_LIMITBigQuery Limits: MAX_BYTES_BILLED,
configTOKEN_EXPIRATIONSecurity & Authorization: ALLOWED_EMAIL_DOMAINS, ALLOWED_REDIRECT_URIS, , TOKEN_EXPIRATION_SECONDS
configTOKEN_EXPIRATION_SECONDSSecurity & Authorization: ALLOWED_EMAIL_DOMAINS, ALLOWED_REDIRECT_URIS, TOKEN_EXPIRATION,
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/qybbs-atlassian-bigquery-mcp-b29ptz)](https://m8ven.ai/mcp/qybbs-atlassian-bigquery-mcp-b29ptz)
commit: 8936563347a4640683a1a1f0d870a689eb7befdb
code hash: ed3e74f620a1b100bad2216bafbaa152dc76253623fdd490983f8d881a43808a
verified: 7/30/2026, 9:13:38 AM
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