Strategy Lab MCP Server

by kellyruns Your server? Claim it

answering

Strategy Lab is answering right now. Last checked 14 min ago. It exposes 5 tools. Last commit 14 Aug 2026.

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

Uptime history 18 days of history

18 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

511 ms

Response time

average over 24h

Stars

last commit 14 Aug 2026

Nothing serious here today

Today is the operative word: we check Strategy Lab every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add strategy-lab --transport http https://kellyruns.xyz/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.strategy-lab]
url = "https://kellyruns.xyz/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

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

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

agent

get_agent_state

Kelly's current treasury, open positions, recent trades and the reasoning behind the latest cycle. Execution is in paper mode, so positions are simulated — treat this as a published track record, not a portfolio.

certification

get_certification_gate

The exact thresholds a strategy must clear to be certified, and what a pass does and does not mean. Read this before interpreting any certified strategy: a certification is a statement about a distribution, not a prediction.

lab

get_lab_summary

Counts by status, the testing pool balance, how many runs it can still fund, and the cost per run.

strategies

list_strategies

Strategies submitted to the lab, filterable by kind and status. Returns the certification rollup for each — run count, total paths, median PnL, worst-case PnL and ruin rate.

strategy

get_strategy

Full detail for a single strategy: parameters, thesis, verdict, every check the gate ran, and each test run with its PRNG seed. The seed is the point — re-running with it reproduces the result exactly, so the claim is falsifiable.

Endpoints

URL	Transport	State	Latency	Checked
https://kellyruns.xyz/mcp	streamable-http	answering	344 ms	14 min ago

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Strategy Lab — questions

Answers built from our own checks of this server.

What can Strategy Lab do?

It exposes 5 tools, read directly from the server on our last check. Among them: get_agent_state, get_certification_gate, get_lab_summary, get_strategy, list_strategies. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Strategy Lab working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 511 ms. The bar chart above shows every period we have measured.

How do I connect Strategy Lab?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Strategy Lab need an API key?

No. Strategy Lab completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Strategy Lab?

It answers our handshake in 511 ms on average, which is faster than 33% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Strategy Lab open source?

Yes — written in JavaScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.