Skills/PyPI/pyspark-mcp

pyspark-mcp@0.0.6

CAUTION· static only

Publisher claims: "Minimal PySpark MCP server inspired by LakeSail" Observed in sandbox: static analysis only — behavior not yet observed.

Registry PyPI (MCP server)Publisher semyonsinchenko · publishing for 417 daysInstalls 1,448Last detonated 3 h ago

Coverage

Static only; nothing was run yet.

The label rests on the code, the instruction files and the publisher. The honeypot run replaces this verdict when it completes.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
no vendor host named in the code
What the honeypot saw
nothing has run yet
What we could not test
everything: the server has not run yet

Run it before you trust it. Nothing has run yet: the code was read, the server was not. `vet-skills try` runs this exact version in the honeypot in about a minute.

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills analysed it statically (a sandbox run is pending) on 2026-11-15 and scored it 58/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Notable findings: References a credential file in the home directory; Access to sensitive file paths; Access to sensitive file paths. Summary: static analysis only — behavior not yet observed.

Behavior trace

Queued for honeypot run · static analysis only
t+CategoryObserved action

This version has not been detonated yet. The score above counts behavior as unknown (50/100), so it cannot read Verified until the honeypot run completes and replaces this verdict.

Static findings

HIGH
References a credential file in the home directorypyspark_mcp_server/cli.py:278 · References a credential file in the home directory# 4. Profile credentials (~/.aws/credentials and ~/.aws/config via AWS_PROFILE env var)Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST03
HIGH
Access to sensitive file pathspyspark_mcp_server/cli.py:245 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# With S3 access using AWS profile from ~/.aws/configFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathspyspark_mcp_server/cli.py:208 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileshelp="AWS profile name from ~/.aws/config to use for S3 access. "Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
MCP server using network transport (SSE/HTTP)pyspark_mcp_server/mcp_server.py:379 · MCP server using network transport (SSE/HTTP) — data sent over networkstart_mcp_server().run(transport="http", port=args.port, host=args.host)Fix: Namespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
AST04
HIGH
Access to sensitive file pathspyspark_mcp_server/cli.py:278 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# 4. Profile credentials (~/.aws/credentials and ~/.aws/config via AWS_PROFILE env var)Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedpyspark_mcp_server/cli.py:368 · Python subprocess execution detectedresult = subprocess.run(cmd, env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05

Cost to the agent

Instructions loaded
≈48 tok
1 file · 8 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

No advisories in OSV for pyspark-mcp@0.0.6 as of 3 h ago. This is the package itself, not its dependencies.

What would make this Verified

22 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim semyonsinchenko: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. References a credential file in the home directory≈ +4 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
  3. Access to sensitive file paths≈ +4 on the totalStop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
  4. MCP server using network transport (SSE/HTTP)≈ +2 on the totalNamespace tool names and keep tool descriptions literal; no instructions to the agent inside them.
  5. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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