MCP, MCP server
ask_bigquery
A minimal, read-only BigQuery MCP server, with cost and safety guardrails you can read in one sitting. Your MCP client (Claude Code, Claude Desktop, Gemini CLI...) writes the SQL; this server exposes the metadata and runs the queries.
Compatibility: Not stated.
Grade B
Minor issues only, no Medium or High. Worth a quick look at the findings below before installing.
Not a guarantee. A hygiene check of the source at the commit shown, not a security audit.
SECRETS_PATH_DOTENV PERMISSION_SHELL_DECLARED OBFUSCATION_FILE_OVER_READ_CAP
Why this grade
- SECRETS_PATH_DOTENV Low
Mentions a .env file.
src/ask_bigquery/config.py, line 1
"""Server configuration, read from environment variables (or a `.env` file).""" - PERMISSION_SHELL_DECLARED Note
Runs shell commands, and the manifest or description says so.
evals/run_eval.py, line 65
completed = subprocess.run(command, capture_output=True, text=True, timeout=600, check=True) - OBFUSCATION_FILE_OVER_READ_CAP Note
A file was over the read cap and was not fully read.
uv.lock, line 1
version = 1
Any High, or two or more Medium findings, give D. One Medium gives C. Low findings or a security Note give B. Each code names a finding behind the letter.
Grades are a hygiene check of the source at the commit shown, on the date checked, not a security audit or a guarantee. The free directory grades are automated. Before release, a PlugVet engineer reviews every paid report and any grade we hold back, including all F grades, against the source code and the evidence we quote.
What was checked
Plain notes from the hygiene checks.
Permissions
Note
requests shell access. The manifest names this permission.
PERMISSION_SHELL_DECLARED
evals/run_eval.py, line 65
completed = subprocess.run(command, capture_output=True, text=True, timeout=600, check=True)
Install and update
Pass
No install-time script found, and dependencies are pinned or absent.
Network
Pass
No network call found.
Secrets
Concern
reads a credential or environment file.
SECRETS_PATH_DOTENV
src/ask_bigquery/config.py, line 1
"""Server configuration, read from environment variables (or a `.env` file)."""
src/ask_bigquery/config.py, line 12
model_config = SettingsConfigDict(env_file=".env", extra="ignore")
.gitignore, line 104
# Environments
Show more
README.md, line 139
Environment variables (or a `.env` file, see [`.env.example`](.env.example)):
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Note
a file was over the read cap and was not fully read.
OBFUSCATION_FILE_OVER_READ_CAP
uv.lock, line 1
version = 1
Licence
Pass
A licence file is present (LICENSE).
Maintainer activity
Pass
The latest commit is within the last 365 days.
Note
Hygiene check of commit ff7692feff13. requests shell access. The manifest names this permission. reads a credential or environment file. a file was over the read cap and was not fully read.
Date and source
Date checked:
github.com
Commit graded: ff7692feff135080e4b549a58652988dc7befc82
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