Back to MCP Trust Indexm8ven
F
Warning
30/100
7 days ago

AI-Engineering-Hub

→ SAMeh-ZAGhloul/AI-Engineering-Hub· 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.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

SAMeh-ZAGhloul

Source: github_code

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings
🚨
Secret credentials may flow to a network call
7 flows detected: BRIGHT_DATA_PASSWORD, FIRECRAWL_API_KEY, BRIGHT_DATA_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 26 credentials: FIRECRAWL_API_KEY, TYPEFULLY_API_KEY, BRIGHT_DATA_PASSWORD, RAGIE_API_KEY, ASSEMBLYAI_API_KEY, GROUNDX_API_KEY, OPENAI_API_KEY, COLIVARA_API_KEY, LINKUP_API_KEY, BRIGHT_DATA_API_KEY, CODEX_API_KEY, ZEP_API_KEY, VOYAGE_API_KEY, TENSORLAKE_API_KEY, GROQ_API_KEY, BROWSERBASE_API_KEY, CEREBRAS_API_KEY, BRIGHT_DATA_API_TOKEN, DASHSCOPE_API_KEY, CLEANLAB_API_KEY, GEMINI_API_KEY, SUPABASE_ACCESS_TOKEN, MODEL_API_KEY, BRIGHDATA_PASSWORD, OPENROUTER_API_KEY, COMET_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.
🔐 secretFIRECRAWL_API_KEY
🔐 secretTYPEFULLY_API_KEY
configBRIGHT_DATA_USERNAME
🔐 secretBRIGHT_DATA_PASSWORD
🔐 secretRAGIE_API_KEY
🔐 secretASSEMBLYAI_API_KEY
🔐 secretGROUNDX_API_KEY
🔐 secretOPENAI_API_KEY
🔐 secretCOLIVARA_API_KEY
🔐 secretLINKUP_API_KEY
🔐 secretBRIGHT_DATA_API_KEY
🔐 secretCODEX_API_KEY
🔐 secretZEP_API_KEY
🔐 secretVOYAGE_API_KEY
🔐 secretTENSORLAKE_API_KEY
🔐 secretGROQ_API_KEY
🔐 secretBROWSERBASE_API_KEY
configSAMPLE_FILE_NAME
🔐 secretCEREBRAS_API_KEY
🔐 secretBRIGHT_DATA_API_TOKEN
🔐 secretDASHSCOPE_API_KEY
🔐 secretCLEANLAB_API_KEY
🔐 secretGEMINI_API_KEY
🔐 secretSUPABASE_ACCESS_TOKEN
🔐 secretMODEL_API_KEY
configBRIGHDATA_USERNAME
🔐 secretBRIGHDATA_PASSWORD
🔐 secretOPENROUTER_API_KEY
🔐 secretCOMET_API_KEY
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_CREWAI_URL
deployPORT
// 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

69/69 tools missing one or more hints — machine_learning_faq_retrieval_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); bright_data_web_search_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); machine_learning_faq_retrieval_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +66 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 test coverage

Only 0/69 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Shell command execution

7 child_process/subprocess calls in production code — runs shell commands (financial-analyst-deepseek/server.py:59, pixeltable-mcp/base-sdk/tools.py:115, pixeltable-mcp/base-sdk/tools.py:150)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Secrets never reach shell commands

4 secret values passed to shell commands — possible command injection

Never pass secrets through shell commands. Use library APIs that accept credentials as arguments.

Secrets not written to files

3 secret values written to files

Avoid persisting secrets to disk. Keep them in memory or your secret manager.

Secrets not logged

8 secret values sent to console.log

Redact or omit secret values from log output.

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 7 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/sameh-zaghloul-ai-engineering-hub-6xx6gz?variant=verified)](https://m8ven.ai/mcp/sameh-zaghloul-ai-engineering-hub-6xx6gz)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 09ca4a23c4193283c2fbb2a605c0a53cb1668101
code hash: 5188ac2a86afbd98f58ddc72f3bd233bba3923edc097ad8c9b4a624fce41c2ef
verified: 8/12/2026, 7:48:37 AM
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client