MCP, MCP server
Grounded Reasoning
TL;DR. LLMs hallucinate on multi-hop relational reasoning.
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.
Rescanned at commit 6d09e2f1ff01, unchanged since the check below.
SECRETS_PATH_DOTENV
Why this grade
- SECRETS_PATH_DOTENV Low
Mentions a .env file.
grounded_reasoning/reasoning/llm_client.py, line 58
raise RuntimeError(f"{env} is not set in the environment (.env).")
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
Pass
No shell or command execution found, and no extra permission was declared.
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
grounded_reasoning/experiments/guard_llm_eval.py, line 15
(reads the key from .env/environment variable; never hardcode it).
grounded_reasoning/reasoning/llm_client.py, line 58
raise RuntimeError(f"{env} is not set in the environment (.env).")
.github/PULL_REQUEST_TEMPLATE.md, line 11
- [ ] No secrets/keys committed; `.env` untouched
Show more
.gitignore, line 10
.DS_Store
CONTRIBUTING.md, line 23
(`.env` is git-ignored). Never hardcode a key or commit one. See
README.md, line 341
export DEEPSEEK_API_KEY=sk-... # bring your own; .env is gitignored
README.vi.md, line 339
export DEEPSEEK_API_KEY=sk-... # tự mang key của bạn; .env đã gitignore
SECURITY.md, line 13
- `.env` is git-ignored. Do **not** commit `.env` or any credential.
Agent instructions
Pass
No instruction to ignore earlier instructions or to hide a step.
Obfuscation
Pass
No encoded or minified payload found.
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 6d09e2f1ff01. reads a credential or environment file.
Date and source
Date checked:
github.com
Commit graded: 6d09e2f1ff01730bbc226f3570eb3b5fbe1a3aeb
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