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18 days ago

glama

MCP BigQuery Server

Production-ready MCP server for BigQuery that translates natural language questions to SQL, executes queries securely, and delivers results via stdio or HTTP for integration with GitHub Copilot, Power BI, and web applications.

→ rodneyelmore/bigquery-mcp-server · listed on glama

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// key findings

🚨

Known vulnerabilities in dependencies: 2 critical, 2 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 4 credentials: AZURE_CLIENT_SECRET, AZURE_OPENAI_API_KEY, KV_SECRET_AOAI_KEY, REDIS_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// known CVEs in dependencies2 critical2 high4 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalvitest@1.2.2GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

criticalvitest@1.2.2GHSA-9crc-q9x8-hgqq

Vitest allows Remote Code Execution when accessing a malicious website while Vitest API server is listening

high@modelcontextprotocol/sdk@1.0.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.0.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

low@azure/identity@4.0.1GHSA-m5vv-6r4h-3vj9

Azure Identity Libraries and Microsoft Authentication Library Elevation of Privilege Vulnerability

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configALLOWED_DATASETS— "": "dataset1,dataset2",

configALLOWED_ORIGINS

configAZURE_CLIENT_ID

🔐 secretAZURE_CLIENT_SECRET

configAZURE_KEY_VAULT_URI

🔐 secretAZURE_OPENAI_API_KEY— "": "your-key"

configAZURE_OPENAI_API_VERSION

configAZURE_OPENAI_DEPLOYMENT— gpt-4o-mini

configAZURE_OPENAI_ENDPOINT— "": "https://your-openai.openai.azure.com/",

configAZURE_TENANT_ID

configCACHE_TTL_SEC

configENABLE_CORS

configENABLE_METRICS

configENABLE_TRACING

configGCP_BQ_LOCATION

configGCP_IMPERSONATE_SA

configGCP_PROJECT_ID— "": "your-project-id",

configGCP_SA_KEY_JSON— "": "{...}",

configHELMET_CSP

configJWKS_URI— Check JWT_ISSUER, JWT_AUDIENCE, and configuration

configJWT_AUDIENCE— api://your-app-id

configJWT_ISSUER— Check , JWT_AUDIENCE, and JWKS_URI configuration

🔐 secretKV_SECRET_AOAI_KEY

configKV_SECRET_BQ_SA_JSON

configLOG_LEVEL

configMAX_ROWS_ABSOLUTE

configMAX_ROWS_DEFAULT

configMCP_MODE

configOTEL_EXPORTER_OTLP_ENDPOINT

configOTEL_SERVICE_NAME

configPORT

configQUERY_TIMEOUT_MS

configRATE_LIMIT_MAX_REQUESTS

configRATE_LIMIT_WINDOW_MS

🔐 secretREDIS_PASSWORD

configREDIS_URL— redis://localhost:6379

configUSE_MANAGED_IDENTITY

// 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/rodneyelmore-bigquery-mcp-server-09srz9)](https://m8ven.ai/mcp/rodneyelmore-bigquery-mcp-server-09srz9)

commit: 2803a4b5f80481164e8fe4c495842d5a557c15d5

code hash: 77eb125446f2cb3b577d0cbcb110abc0740f0593853db314f7303370800f01ee

verified: 6/21/2026, 10:33:47 AM

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