BigQuery
BigQuery database integration with schema inspection and query capabilities
BigQuery MCP server
A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.
Components
Tools
The server implements one tool:
execute-query: Executes a SQL query using BigQuery dialectlist-tables: Lists all tables in the BigQuery databasedescribe-table: Describes the schema of a specific table
Configuration
The server can be configured either with command line arguments or environment variables.
| Argument | Environment Variable | Required | Description |
|---|---|---|---|
--project | BIGQUERY_PROJECT | Yes | The GCP project ID. |
--location | BIGQUERY_LOCATION | Yes | The GCP location (e.g. europe-west9). |
--dataset | BIGQUERY_DATASETS | No | Only take specific BigQuery datasets into consideration. Several datasets can be specified by repeating the argument (e.g. --dataset my_dataset_1 --dataset my_dataset_2) or by joining them with a comma in the environment variable (e.g. BIGQUERY_DATASETS=my_dataset_1,my_dataset_2). If not provided, all datasets in the project will be considered. |
--key-file | BIGQUERY_KEY_FILE | No | Path to a service account key file for BigQuery. If not provided, the server will use the default credentials. |
--timeout | BIGQUERY_TIMEOUT | No | Maximum time in seconds to wait for a query to complete. If not provided, queries will wait indefinitely. |
Installation
Installing via Smithery
To install BigQuery Server for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install mcp-server-bigquery --client claude
Claude Code
claude mcp add bigquery --scope user --transport stdio -- uvx mcp-server-bigquery --project {PROJECT_ID} --location {{LOCATION}}
Claude Desktop
On MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%/Claude/claude_desktop_config.json
{
"mcpServers": {
"bigquery": {
"command": "uvx",
"args": ["mcp-server-bigquery"],
"env": {
"BIGQUERY_PROJECT": "{{GCP_PROJECT_ID}}",
"BIGQUERY_LOCATION": "{{GCP_LOCATION}}"
}
}
}
}
Cursor
- Open Cursor Settings → MCP
- Click Add new global MCP server
- Add an entry for the BigQuery MCP, following the pattern below:
{
"mcpServers": {
"bigquery": {
"command": "uvx",
"args": ["mcp-server-bigquery"],
"env": {
"BIGQUERY_PROJECT": "{{GCP_PROJECT_ID}}",
"BIGQUERY_LOCATION": "{{GCP_LOCATION}}"
}
}
}
}
관련 서버
Materials Project MCP
Query the Materials Project database using the mp_api client. Requires an MP_API_KEY environment variable.
Trino MCP Server
A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.
Memory Custom : PouchDB
Extends the Memory server with PouchDB for robust document-based storage, custom memory file paths, and interaction timestamping.
Database
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
Fireproof JSON DB Collection Server
Manage multiple Fireproof JSON document databases with cloud sync capabilities.
MCP Qdrant Codebase Embeddings
Uses Qdrant vector embeddings to understand semantic relationships in codebases.
NocoDB MCP Server
An MCP server for NocoDB, the open-source Airtable alternative. It allows interaction with your NocoDB instance via API.
PostgreSQL
An MCP server for interacting with a PostgreSQL database.
Engram MCP Server
Engram is a hosted MCP server that provides reliable memory for AI agents:
Snowflake MCP Server by CData
A read-only MCP server for querying live Snowflake data, powered by CData.