Server data from the Official MCP Registry
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.
About
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.
Remote endpoints: streamable-http: https://www.mingxinstorage.xyz/api/mcp
Security Report
Valid MCP server (1 strong, 1 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry. 1 finding(s) downgraded by scanner intelligence.
3 tools verified · Open access · 2 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
Mingxin MCP Server
Official MCP server for Mingxin (Tianjin) Semiconductor Equipment Co., Ltd. — signed AI-inference-storage benchmark data, technical article search, and KV-cache tiering ROI estimation.
Every figure this server returns carries a signed test-report citation (R1–R9). The underlying benchmark is open source and reproducible: mingxin-kvcache-bench.
Tools
| Tool | What it does |
|---|---|
query_benchmark | Signed FX-series results: throughput +29–40%, TTFT −26–32% (Qwen3-480B class on 8× AMD MI308X), model loading 6.2–9.3× vs NFS; full R1–R9 report list with hosted PDF URLs |
search_mingxin_docs | Search Mingxin's published articles on KV cache tiering, NVMe-oF all-flash storage and LLM serving (Chinese + English) |
estimate_roi | KV-cache tiering ROI estimate for a GPU cluster (faithful port of the reproducible Python model; mid-scenario estimates, not commitments) |
Install
Remote (streamable HTTP, no install)
Endpoint: https://mingxinstorage.xyz/api/mcp
Cursor (~/.cursor/mcp.json):
{
"mcpServers": {
"mingxin": { "url": "https://mingxinstorage.xyz/api/mcp" }
}
}
Claude Desktop / VS Code and other stdio-only clients (via this npm package):
{
"mcpServers": {
"mingxin": { "command": "npx", "args": ["-y", "mingxin-mcp-server"] }
}
}
Domain-level discovery
https://mingxinstorage.xyz/.well-known/mcp.json
Honesty & provenance
- Measured numbers come only from signed/official test reports; vendor specs and estimates are labeled as such.
- ROI outputs are mid-scenario estimates with stated bands (uplift 29–40% measured; cold-recovery share 10–50% estimated, to be backfilled by pilot measurement).
- This server exposes only already-public website content; no customer data.
License
MIT
Reviews
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