AI-fundamentals (ForceInjection/AI-fundamentals) is an MCP server listed on the M8ven Trust Index. It scores 98 out of 100, grade A. It declares 4 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
A
Trusted
98/100
7 days ago

AI-fundamentals

AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。

→ ForceInjection/AI-fundamentals· listed on github_code

Trusted. Deep verification, no outstanding findings, and an established reputation. 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

ForceInjection

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
1 flow detected: MOONSHOT_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 3 credentials: NEO4J_PASSWORD, RAG_LLM_API_KEY, MOONSHOT_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.
configNEO4J_URI
configNEO4J_USER
🔐 secretNEO4J_PASSWORD
configRAG_LLM_ENDPOINT
🔐 secretRAG_LLM_API_KEY
configRAG_LLM_MODEL
configASCEND_DMI_PATH
configRANK
configWORLD_SIZE
configLOCAL_RANK
configTEST_DURATION
configTENSOR_ELEMENTS
configNCCL_BACKEND
configENVIRONMENT
configMOONSHOT_API_URL
configMOONSHOT_MODEL
🔐 secretMOONSHOT_API_KEY
// 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

4/4 tools missing one or more hints — add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); multiply (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 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 1/4 tools referenced in tests (25%)

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

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 3 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 Score](https://m8ven.ai/badge/mcp/forceinjection/ai-fundamentals)](https://m8ven.ai/mcp/forceinjection/ai-fundamentals)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 7a2d5900c95e06ea0279e9e0836cf9a18bcfc5f8
code hash: 81dee4d0f372c1cfb74034fdab89efdf15b7e977e6d4d37532530758f070ad84
verified: 9/3/2026, 6:34:47 PM
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