Skills/PyPI/pytigergraph-mcp

pytigergraph-mcp@1.0.1

CAUTION· static only

Publisher claims: "Model Context Protocol (MCP) server for TigerGraph" Observed in sandbox: static analysis only — behavior not yet observed.

Registry PyPI (MCP server)Publisher tigergraph · publishing for 241 daysInstalls 48Last detonated 1 h ago
What would fix thisWatchDispute verdict

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 codeAlso tigergraph.com — not the publisher's domain; check what for before connecting.
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 63/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Notable findings: Access to sensitive file paths; 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
Access to sensitive file pathstigergraph_mcp/main.py:26 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesThe server will automatically load environment variables from a .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/connection_manager.py:51 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filespotential_env = directory / ".env"Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/connection_manager.py:39 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_path: Optional path to .env file. If not provided, looks for .env in current directory.Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/main.py:22 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileshelp="Path to .env file (default: searches for .env in current and parent directories)")Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/connection_manager.py:36 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files"""Load environment variables from .env file if available.Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/connection_manager.py:47 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Look for .env in current directory and parent directoriesFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/main.py:41 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load .env file and discover connection profilesFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathstigergraph_mcp/main.py:27 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesif python-dotenv is installed and a .env file is found.Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
LOW
URL to a private-network addresstests/test_workflow_mcp.py:19 · URL to a private-network address — a LAN or development targetTG_HOST=http://192.168.11.11 pytest tests/test_workflow_mcp.py -v -sFix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07

Cost to the agent

Instructions loaded
≈51 tok
1 file · 46 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 pyTigerGraph-mcp@1.0.1 as of 46 min ago. This is the package itself, not its dependencies.

What would make this Verified

17 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim tigergraph: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. 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.
  3. URL to a private-network address≈ +1 on the totalReplace encoded or assembled strings with plain literals and remove undeclared network calls.
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