io.github.nirajagarwalPublished by GitHub account nirajagarwalv0.2.2Updated Oct 24, 2026
Percentile fingerprints, curated peers, theme clusters & market-stress context for US stocks.
A remote MCP server that gives an assistant percentile-based stock fingerprints, peer comparisons, theme clusters and market-stress context for US equities.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.nirajagarwal%2Fstox-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"stox": {
"type": "http",
"url": "https://mcp.stox.market/mcp"
}
}
}Give your AI the numbers that matter. An MCP server over the stox.market metric layer — 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) ·
Demo & docs: stox.market/mcp
The same metric layer renders as editorial leaderboards at
stox.market/lists — 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.
Source: README.md at commit 93bf456
Stock percentile fingerprint
The character of one stock in ~550 tokens: 16 percentile scores (vs the S&P 500 cohort) across four panels — Market Beat, Trend Persistence, Business Growth, Pressure (money flow) — plus the composite P3 score (the validated 3-factor form), curated competitive peers (not GICS), a one-line character read, and the price line. Use for 'is this number good?' and quick company character.
as_oftickerrequiredCompare fingerprints side by side
The 16 percentile scores + P3 + 1Y price change for 2-5 tickers as one compact matrix (rows = metrics, columns = tickers). Use when weighing names against each other; percentiles make the comparison fair across sectors and sizes.
tickersrequiredCurated competitive peers
The stock's TRUE competitive cluster — LLM-curated from segment overlap (who it actually competes with for revenue), not GICS classification. Costco's peers are WMT/TGT/KR, not 'Discount Stores'. Each peer carries its P3 score. Honest empty list for monopolies/private-rival cases.
tickerrequiredCo-movement theme cluster
The statistical theme a stock actually trades with: clusters built from years of price co-movement (market-removed residuals → random-matrix cleaning → Ward linkage), not sector labels. Returns the cluster's name, description, cohesion, sector mix and up to 20 member tickers. Different question from `peers` (business competition) — this is who it MOVES with.
tickerrequiredMetric screen (P3-sorted, min/max on all 16 scores)
Screen the S&P 500 + NDX universe on ANY of the 16 percentile scores, with minimum AND maximum bounds, optionally within one GICS sector, sorted by the validated P3 composite or by any single metric. Metric keys: marketBeat1Y/1M/1W/1D (price vs SPY), rankPersistence52W/26W/13W + trendPersistence (rank stability), businessBeat + revGrowthYoy + marginGrowthYoy + fcfGrowthYoy (business growth), accumDistFlow/30/5/2 (money flow 60/30/5/2-day). Examples: momentum — {sort_by:'marketBeat1M', filters:[{metric:'businessBeat', min:70}]}; fallen leaders — {filters:[{metric:'rankPersistence52W', min:80},{metric:'marketBeat1Y', max:40}]}. Legacy min_perform/min_persist/min_profit/min_pressure still work (the four headline scores).
nsectorfilterssort_bymin_profitmin_performmin_persistmin_pressureMarket stress context
Where market stress sits right now: the dashboard's 8-indicator stance, each indicator's traffic-light band, the VIX 5-year percentile (the ONE input validated as predicting forward risk — blended composites tested worse), and the S2 stress-confirmation badge (SPY below its 40-week average AND VIX above its 80th percentile of the trailing year). Descriptive context, not a market call.
Takes no parameters.
90% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a license in the repository or the registry entry.
claude mcp add --transport http stox https://mcp.stox.market/mcp