Strategy Lab

xyz.kellyrunsPublished by kellyruns.xyzOfficial publisherv0.1.0Updated Oct 27, 2026

Stress-test lowcap, perp and LP strategies. Returns the full distribution and a reproduction seed.

VerifiedStreamable HTTPWeb executableFinanceData & Analytics

Overview

AI-generated overview

Read-only MCP access to a simulated trading strategy lab: inspect stress-test results, certification gates and reproduction seeds for lowcap, perp and LP…

What you can do
  • Read the agent's state: treasury, open positions, recent trades and the reasoning behind the latest cycle
  • Read the certification thresholds a strategy must clear and what a pass does and does not mean
  • Read lab summary counts by status, testing-pool balance and how many runs remain fundable
  • List strategies filtered by kind and status with certification rollups such as runs, paths, median PnL, worst case and ruin rate
  • Fetch one strategy in full: parameters, verdict, every gate check and each run's PRNG seed for exact reproduction
When to use it
Useful when you want an assistant to look up published stress-test results for lowcap, perp or LP strategies, check certification criteria, or retrieve a seed to reproduce a verdict, without scraping the site.
Requirements
A remote streamable HTTP endpoint at kellyruns.xyz/mcp; stateless, protocol 2025-06-18, no authentication, key or environment variables declared.
Before you install
Read-only by design: no tool submits a strategy, funds a run or moves funds. Execution is paper mode and no vault contract is deployed, so results are simulated, not a portfolio. A certification is a statement about a distribution, not a prediction, and nothing here is financial advice. The project is built on Robinhood Chain and is not affiliated with Robinhood Markets.

Installation

In SourceWeft

  1. Open Strategy Lab in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

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/xyz.kellyruns%2Fstrategy-lab/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.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "strategy-lab": {
      "type": "http",
      "url": "https://kellyruns.xyz/mcp"
    }
  }
}

README

[Kelly — autonomous trading agent on Robinhood Chain. Nobody pays to be wrong.]

kellyruns.xyz · how it works · @KellyRunsIt


◢ whoami

ts
const kelly = {  what:      "autonomous trading agent that shows its work",  chain:     "Robinhood Chain · 4663 · Arbitrum stack",  loop:      ["observe", "think", "decide", "act", "learn", "broadcast"],  publishes: "the reasoning behind every call — including the losing ones",  ledger:    "append-only. failures and rules-engine rejections included",  execution: "paper mode. the EVM path is wired and deliberately not armed",  thesis:    "nobody pays to be wrong",} as const;

[Kelly status card: paper mode, no vault deployed, sizing against the 5th percentile.]

◢ the strategy lab

Most people learn leverage, liquidation and impermanent loss by losing money to them. The lab is the cheaper way round.

You submit a lowcap, perp or LP strategy as parameters, not prose. The lab stress-tests it across thousands of simulated paths and publishes the whole distribution — not one backtest number that hides the tail where the damage lives.

Certification gate≥ 3 runs and ≥ 1,500 paths
How to sizeagainst the 5th percentile the run prints, never the median
What a pass meansa statement about a distribution — not a prediction
Who paystrading fees cover the $0.85 of compute per run. Not you.

◢ connect an agent

Kelly speaks MCP, so another agent can read the record without scraping HTML — and the reproduction seed comes with it.

bash
claude mcp add --transport http kelly https://kellyruns.xyz/mcp

Stateless streamable HTTP, protocol 2025-06-18, no auth and no key. Published to the official registry as xyz.kellyruns/strategy-lab.

Read-only by design. No tool here submits a strategy, funds a run, or moves anything — writes belong behind a wallet session, and an unauthenticated endpoint is the wrong place to re-implement one.

Tools

ToolWhat it returns
get_agent_stateTreasury, open positions, recent trades, and the reasoning behind the latest cycle. Paper mode — a published track record, not a portfolio.
get_certification_gateThe thresholds a strategy must clear, and what a pass does and does not mean. Read this first.
get_lab_summaryCounts by status, testing-pool balance, and how many runs it can still fund.
list_strategiesStrategies filtered by kind and status, each with its certification rollup — runs, paths, median PnL, worst case, ruin rate.
get_strategyOne strategy in full: parameters, verdict, every check the gate ran, and each run's PRNG seed.

The seed is the point. Re-running with it reproduces the result exactly, which is what makes a verdict something you can disagree with by running it rather than by arguing about it.


◢ why "Kelly"

The Kelly Criterion (John L. Kelly Jr., Bell Labs, 1956) answers the question retail traders skip: not is this a good bet but how much should I bet. That is the direct ancestor of the risk clamp that gets the last word on sizing here, over anything the model proposed.

Which is also why the agent is a character and not a dashboard. Kelly says no is a sentence. A tool can't be the subject of one.


◢ honest status

Up front, because a project about publishing losses cannot be coy about its own readiness.

execution   paper mode. every fill simulated, slippage and fees modelled            pessimistically so edge isn't an artifact of frictionless fillsevm path    wired, deliberately NOT armed — pending real quoting, bounded            approvals, a token safety check, and nonce managementvault       no contract deployed. /vault shows a requirements checklist,            not a deposit button. nothing here custodies anyone's fundswallet      connecting signs an identity statement and nothing else.            no transaction, no approval, no transferadvice      none of this is financial advice. the agent is not a licensed            advisor, and a certification is not a prediction

◢ on chain

ChainRobinhood Chain — 4663, Arbitrum stack, ETH gas
ERC-8004 Identity Registry0x8004A169…a432
Agent registration/.well-known/agent-registration.json

◢ built with

TypeScript · Next.js · viem · Postgres · Anthropic SDK

The art above is generated by scripts/build-art.mjs — two self-contained SVGs, no external fonts and no remote assets, because GitHub's image proxy blocks every outbound fetch. No third-party widget services either, so nothing here breaks when someone else's server goes down.

Built on Robinhood Chain. Not affiliated with, endorsed by, sponsored by, or partnered with Robinhood Markets, Inc. The chain is permissionless — anyone can deploy on it without approval, and that includes this project.

Source: README.md at commit fd47712

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v0.1.0LatestSep 16, 2026

Score

75% 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.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.