xyz.mingxinstorage/mingxin-mcp-server
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.
Open source Repository Open in the app JSON README (API)
About
Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.
Details
- Kind
- MCP servers
- Topic
- No topic detected
- Publisher
- xyz.mingxinstorage
- Origin
- official
- Category
- ferramentas
- Transport
- http
- Version
- 1.0.0
- Last push
- 2026-07-25T07:20:00Z
- Repository state
- ativo
- Language
- JavaScript
- License
- MIT
- Added
- 2026-08-29 04:01:56
- Updated
- 2026-08-29 04:01:56
- Origin id
xyz.mingxinstorage/mingxin-mcp-server
README
# Mingxin MCP Server
Official [MCP](https://modelcontextprotocol.io) 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](https://github.com/mingxin-tech/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`):
```json
{
"mcpServers": {
"mingxin": { "url": "https://mingxinstorage.xyz/api/mcp" }
}
}
```
**Claude Desktop / VS Code and other stdio-only clients** (via this npm package):
```json
{
"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