Percentile fingerprints, curated peers, theme clusters & market-stress context for US stocks.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Give your AI the numbers that matter. An MCP server over the stox.market metric layer β context, not data: every finance feed hands a model raw bars and statements, and the model still can't answer "is this number good?". This server ships the judgment layer instead.
Live endpoint: https://mcp.stox.market/mcp (streamable HTTP) Β·
Demo & docs: stox.market/mcp
| tool | what it answers |
|---|---|
fingerprint | The character of one stock: 16 percentile scores vs the S&P 500 cohort across four panels (Market Beat, Trend Persistence, Business Growth, Pressure), the P3 composite, curated peers, a one-line read. ~550 tokens. |
compare | The 16-score matrix for 2β5 tickers, side by side. |
peers | TRUE competitive peers β curated from segment overlap, not GICS (Costco β WMT/TGT/KR, not "Discount Stores"). |
theme_cluster | Who a stock moves with: co-movement clusters from price behavior (market-removed residuals β random-matrix cleaning β Ward linkage). |
screen | Min/max bounds on any of the 16 metrics β momentum and fallen-leader queries in one call β optionally per sector, sorted by the P3 composite or any single metric. |
market_regime | Market-stress stance, per-indicator bands, the VIX 5-yr percentile (the one input validated as predicting forward risk), and the S2 stress-confirmation badge. |
The same metric layer renders as editorial leaderboards at
stox.market/lists β 31 boards plus sector
slices and frozen earnings-season editions, refreshed on automated weekly
lanes. A board is where a name catches your eye; fingerprint is how your
agent vets it in one call.
Universe: S&P 500 + NASDAQ-100 + curated ETFs. Coverage and metric definitions: stox.market.
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