The request "llmquant-etfs" names no single product, so the answer covers tools for ETF research and quantitative analysis. ETFIQ offers independent data on about 4,900 US listed ETFs and ETNs 9, RiskModels API decomposes equity risk with model-derived ETF hedge ratios via one API call 4, and QuantGPT connects Claude or ChatGPT over MCP to US market data and backtests 10. If you meant a specific product or an LLM gateway, tell me which.
- 1
ETFIQetfiq.comwebsite read, tools not yet checked
Provides independent holdings, overlap, flows and returns data for about 4,900 US listed ETFs and ETNs, with an MCP server.
official:MCP server · ETFIQ
- 2
RiskModels APIriskmodels.appwebsite read, tools not yet checked
Decomposes any US equity into market, sector, subsector and residual risk, with model-derived ETF hedge ratios from one API call.
+1 community tools built for it
- 3
QuantGPTquantgpt.cowebsite read, tools not yet checked
Connects Claude or ChatGPT over MCP to decades of US market data and backtests.
official:MCP server · QuantGPT+1 community tools built for it
- 4
QuanterLabquanterlab.comwebsite read, tools not yet checked
A visual quantitative research platform to build and walk-forward test systematic strategies on point-in-time data, with full code export.
official:MCP server · QuanterLab
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QuantifyMequantifyme.aiwebsite read, tools not yet checked
Turns a plain-English trading strategy into a trained model, backtests it on unseen data, and can send its signals, via an API.
Sources
- 4RiskModels API — Precision Equity Risk Intelligenceriskmodels.app · read 2026-10-29
- 7QuanterLab: Quantitative Research Platformquanterlab.com · read 2026-10-29
- 8QuantifyMe: describe a trading strategy, see how it would have tradedquantifyme.ai · read 2026-10-29
- 9ETFIQ · Independent data on 4,900 US listed ETFs and ETNsetfiq.com · read 2026-10-29
- 10QuantGPT: the data and trading platform for AIquantgpt.co · read 2026-10-29
For agents: the 10 actions behind this answer
shell · shin-watcher-oss found in code, not yet checked
Run a shell command in the cloned BerriAI/litellm working tree. Use this for git, uv, curl, ls, cat, pytest, etc.
llm-wiki · llm-wiki verified and signed
Karpathy's LLM Wiki: build/query interlinked markdown KB.
analysis · ty verified and signed
· RiskModels API website read, tools not yet checked
Map any US equity across market, sector, subsector, and residual risk — with model-derived ETF hedge ratios for the systematic layers in one API call. ~3,000 US equities, daily hedge-ratio history from 2010.
· XFINLAB website read, tools not yet checked
XFINLAB：機構級AI投資研究平台。Research Score™、Confidence™、RiskDNA™ —— 用真實市場數據為股票、ETF同加密貨幣提供AI研究分析。
RavenPack · Bigdata.com API developer docs verified and signed
Use when building financial research applications, searching for
· QuanterLab website read, tools not yet checked
QuanterLab is a quantitative research platform: a visual environment to build, falsify, and understand systematic strategies under point-in-time discipline, with walk-forward validation and full code export. A place to test your hypotheses and understand your risk; every run is simulated, and no rea
· QuantifyMe website read, tools not yet checked
Describe a trading strategy in plain English. QuantifyMe trains it, backtests it on data the model never saw, and sends you its signals.
· ETFIQ website read, tools not yet checked
Independent US listed ETF and ETN data: stocks, bonds, commodities, allocation, buffer, option-income, thematic, leveraged and inverse, spot crypto and alternatives.
· QuantGPT website read, tools not yet checked
QuantGPT is the data and trading platform for AI. Connect Claude or ChatGPT over MCP to decades of US market data and backtests in seconds.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.