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15 hours ago

LLM-Agent-based-on-TCG-TE-pattern-with-graph-guided-MCP-tools

→ ayupow/LLM-Agent-based-on-TCG-TE-pattern-with-graph-guided-MCP-tools· listed on github_code

Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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ayupow

Source: github_code · also listed on Glama

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// key findings
🚨
Hardcoded credentials detected
13 live-looking API keys in source: 13 OpenAI API key
🔐
You'll be asked for 2 credentials: OPENAI_API_KEY, DEEPSEEK_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
🔐 secretOPENAI_API_KEY
🔐 secretDEEPSEEK_API_KEY
confighttp_proxy
confighttps_proxy
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

546/546 tools missing one or more hints — convert_SHPfile_to_JSONfile (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); convert_CSVfile_to_JSONfile (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); convert_DBFfile_to_JSONfile (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +543 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool inputs are validated

Only 62/149 tool handlers declare input schemas (42%)

Declare an inputSchema with zod/joi/yup on every tool definition.

No hardcoded API keys

13 live-looking API keys in source: 13 OpenAI API key

Move secrets to environment variables (process.env.X) or your secret manager.

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/ayupow-llm-agent-based-on-tcg-te-pattern-with-graph-guided-mcp-tools-163a3u?variant=verified)](https://m8ven.ai/mcp/ayupow-llm-agent-based-on-tcg-te-pattern-with-graph-guided-mcp-tools-163a3u)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: b050af07bf7611970cd091e85e2623c3516b2875
code hash: a6d2dd77b999a88dd3172975efb7291ba488b6b6ea69f16431dff92edb096a76
verified: 8/19/2026, 7:13:16 AM
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