VARRD — Statistically Validated Trading Edges + AI Research Engine

augiemazza/varrd

Connects Claude to a real-time trading edge library with backtested signals across futures, equities, and crypto. The 9 tools let you query which edges are firing now, filter by market or timeframe, and pull full trade specs including entry, stop, target, and hold period. Every edge includes methodology transparency: the domain-specific formula, k-tracking for hypothesis count, Monte Carlo sims, regime analysis, and post-discovery performance separated from in-sample results. Free tier shows which markets have active signals. Paid tiers unlock direction, win rates, expected value, and complete audit trails. Useful when you want statistically validated setups with full reproducibility rather than discretionary calls or black-box signals.

GitHub stars: 19
tools: 9
transport: HTTP
last updated: May 4, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://app.varrd.com/mcp --name varrd

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http varrd https://app.varrd.com/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 9 tools

Verified live against the running server on Nov 6, 2026.

varrd_edgesTHE PRIMARY TOOL — start here. FREE at depth=0, always safe to call. Live feed of THIS USER'S OWN statistically validated trading edges — the ones on their account — running 24/7 against real market data. See which of YOUR edges are firing right now, get trade levels, or audit...8 params

THE PRIMARY TOOL — start here. FREE at depth=0, always safe to call. Live feed of THIS USER'S OWN statistically validated trading edges — the ones on their account — running 24/7 against real market data. See which of YOUR edges are firing right now, get trade levels, or audit...

Parameters* required

asset_classstring

Filter by asset class: 'futures', 'equities', 'crypto'.one of futures · equities · crypto

depthinteger

0=free (markets + status), 1=$0.50 (direction, stats, trade levels for ALL active edges), 2=$1/edge or $5/all (full methodology + performance). Cheaper than a coffee.one of 0 · 1 · 2default: 0

directionstring

Filter by direction: 'LONG' or 'SHORT'.one of LONG · SHORT

edge_idstring

Specific edge ID for depth 1 or 2 detail. Omit to see all edges.

marketstring

Filter by market symbol (e.g. 'ES', 'GC'). Omit to see all.

sectionstring

Drill into a specific section of a depth=2 edge (free after purchase). Options: setup_code, horizons, analytics, occurrences, view. Omit to get the overview directory.

statusstring

Filter by status: 'firing', 'pending', 'active', or omit for all.

timeframestring

Filter by timeframe: '60min', '120min', '240min', '480min', 'daily', 'weekly'.

varrd_aiTalk to VARRD AI (~$0.25/turn). Describe any trading idea in plain language and the system handles everything — loading decades of market data, charting your pattern, running statistical tests, backtesting with stops, and generating exact trade setups. MULTI-TURN: First call c...2 params

Talk to VARRD AI (~$0.25/turn). Describe any trading idea in plain language and the system handles everything — loading decades of market data, charting your pattern, running statistical tests, backtesting with stops, and generating exact trade setups. MULTI-TURN: First call c...

Parameters* required

message*string

Your trading idea, research question, or instruction (e.g. 'test it', 'show trade setup').

session_idstring

Session ID from a previous call. Omit to start a new research session.

searchSearch your saved hypotheses by keyword or natural language query. Returns matching strategies ranked by relevance, with key stats (win rate, Sharpe, edge status). Use this to find strategies you've already validated.3 params

Search your saved hypotheses by keyword or natural language query. Returns matching strategies ranked by relevance, with key stats (win rate, Sharpe, edge status). Use this to find strategies you've already validated.

Parameters* required

limitinteger

Max results to return.default: 10

marketstring

Optional market filter.

query*string

Search query — keywords or natural language (e.g. 'momentum strategies', 'RSI oversold').

get_hypothesisGet full detail for a specific hypothesis/strategy. Returns formula, entry/exit rules, direction, performance metrics (win rate, Sharpe, profit factor, max drawdown), version history, and trade levels. Everything an agent needs to understand and act on a strategy.1 params

Get full detail for a specific hypothesis/strategy. Returns formula, entry/exit rules, direction, performance metrics (win rate, Sharpe, profit factor, max drawdown), version history, and trade levels. Everything an agent needs to understand and act on a strategy.

Parameters* required

hypothesis_id*string

The hypothesis ID — from varrd_edges (any depth), search, or scan results.

check_balanceCheck your credit balance and see available credit packs. Free — no credits consumed. Also auto-detects completed payments — call this after your user pays via a checkout link to confirm credits were added. If payment went through, the response includes recovered_cents.

Check your credit balance and see available credit packs. Free — no credits consumed. Also auto-detects completed payments — call this after your user pays via a checkout link to confirm credits were added. If payment went through, the response includes recovered_cents.

No parameters. Call it with no arguments.

buy_creditsBuy credits for the edge library and AI research. Default $5 minimum. Free — no credits consumed to call this. TWO PAYMENT METHODS: card (default): Returns a Stripe Checkout link for your user to click and pay. After payment, call check_balance to confirm credits were added. c...3 params

Buy credits for the edge library and AI research. Default $5 minimum. Free — no credits consumed to call this. TWO PAYMENT METHODS: card (default): Returns a Stripe Checkout link for your user to click and pay. After payment, call check_balance to confirm credits were added. c...

Parameters* required

amount_centsinteger

Amount in cents (default 500 = $5.00). Minimum $5.default: 500

payment_intent_idstring

For crypto: Stripe PaymentIntent ID from a previous buy_credits call. Pass after sending USDC to confirm.

payment_methodstring

Payment method: 'card' (default, Stripe Checkout) or 'crypto' (USDC on Base).default: card

reset_sessionKill a broken research session and start fresh. Use this when a session gets stuck, produces errors, or enters a bad state. Free — no credits consumed. After resetting, call research without a session_id to start a new clean session.1 params

Kill a broken research session and start fresh. Use this when a session gets stuck, produces errors, or enters a bad state. Free — no credits consumed. After resetting, call research without a session_id to start a new clean session.

Parameters* required

session_id*string

The session_id to reset.

autonomous_varrd_aiPoint VARRD's autonomous AI in a direction and let it discover edges for you. Give it a topic and it draws from one of the most comprehensive market structure knowledge graphs ever built — containing ideologies and theories, not statistics — so it generates genuinely novel hyp...6 params

Point VARRD's autonomous AI in a direction and let it discover edges for you. Give it a topic and it draws from one of the most comprehensive market structure knowledge graphs ever built — containing ideologies and theories, not statistics — so it generates genuinely novel hyp...

Parameters* required

asset_classesarray

Limit to specific asset classes. Default: all.

contextarray

Prior conversation context — recent user queries to use as research inspiration. Optional.

marketsarray

Focus on specific markets (e.g. ['ES', 'NQ']). Omit for VARRD to choose.

search_modestring

focused = stay close to topic. explore = creative freedom. Default: focused.one of focused · exploredefault: focused

test_typestring

Type of statistical test. Default: event_study.one of event_study · backtest · bothdefault: event_study

topic*string

Research topic or trading idea (e.g. 'BTC 240min short setups', 'momentum on grains', 'mean reversion after VIX spikes').

get_briefedGet a personalized market news briefing based on your validated edge library. Profiles your strategies, searches today's news for the instruments and setups you actually trade, and writes a concise digest connecting each headline to your specific book. Each news item includes...

Get a personalized market news briefing based on your validated edge library. Profiles your strategies, searches today's news for the instruments and setups you actually trade, and writes a concise digest connecting each headline to your specific book. Each news item includes...

No parameters. Call it with no arguments.

Readme

VARRD

The governed live edge layer.
Statistically validated market behaviors, monitored in real time.

Web App · MCP Endpoint · PyPI · varrd.com

View the full README on GitHub

Details

Repository: github.com/augiemazza/varrd
Website: www.varrd.com
Category: Finance & Commerce
Transport: HTTP
Registry: MCP registry, active
Resources: 2
Prompts: 5
Tools verified: Nov 6, 2026

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