# strategy-lab **Category:** 💻 Developer Tools **Repository:** https://github.com/kellyruns/kellyruns **Views:** 0 **Installs:** 0 **Upvotes:** 0 **Directory Page:** https://allmcps.com/mcp/strategy-lab ## Description Stress-test lowcap, perp and LP strategies. Returns the full distribution and a reproduction seed. ## Claude Desktop Quick Installation Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low): ```json "mcpServers": { "strategy-lab": { "command": "npx", "args": ["-y","strategy-lab"] } } ``` ## Documentation & 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 size | against the **5th percentile** the run prints, never the median | | What a pass means | a statement about a distribution — **not a prediction** | | Who pays | trading 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`](https://registry.modelcontextprotocol.io/v0/servers?search=kellyruns). **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 | Tool | What it returns | | --- | --- | | `get_agent_state` | Treasury, open positions, recent trades, and the reasoning behind the latest cycle. Paper mode — a published track record, not a portfolio. | | `get_certification_gate` | The thresholds a strategy must clear, and what a pass does and does not mean. Read this first. | | `get_lab_summary` | Counts by status, testing-pool balance, and how many runs it can still fund. | | `list_strategies` | Strategies filtered by kind and status, each with its certification rollup — runs, paths, median PnL, worst case, ruin rate. | | `get_strategy` | One 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 fills evm path wired, deliberately NOT armed — pending real quoting, bounded approvals, a token safety check, and nonce management vault no contract deployed. /vault shows a requirements checklist, not a deposit button. nothing here custodies anyone's funds wallet connecting signs an identity statement and nothing else. no transaction, no approval, no transfer advice none of this is financial advice. the agent is not a licensed advisor, and a certification is not a prediction ```
## ◢ on chain | | | | --- | --- | | Chain | Robinhood Chain — `4663`, Arbitrum stack, ETH gas | | ERC-8004 Identity Registry | [`0x8004A169
a432`](https://robinhoodchain.blockscout.com/address/0x8004A169FB4a3325136EB29fA0ceB6D2e539a432) | | Agent registration | [`/.well-known/agent-registration.json`](https://kellyruns.xyz/.well-known/agent-registration.json) |
## ◢ built with `TypeScript` · `Next.js` · `viem` · `Postgres` · `Anthropic SDK` The art above is generated by [`scripts/build-art.mjs`](https://github.com/kellyruns/kellyruns/blob/main/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.