quant-swarm is answering right now. Last checked 3 min ago. 495 installs a week from pypi. Last commit 31 Oct 2026.
Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion.
What the code does
We read the source, 1 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
const child = spawn(command, args, { stdio: 'inherit', shell: false });
env = dict(os.environ)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Connect this server
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.
claude mcp add quant-swarm --transport http https://swarm-mcp-503318750546.europe-west1.run.app/mcp/datahttps://swarm-mcp-503318750546.europe-west1.run.app/mcp/data[mcp_servers.quant-swarm]
url = "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"{
"mcpServers": {
"quant-swarm": {
"url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
}
}
}{
"servers": {
"quant-swarm": {
"type": "http",
"url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
}
}
}This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.
This server publishes 2 more addresses. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data | streamable-http | sign-in | 138 ms | 3 min ago |
| https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden | streamable-http | sign-in | 122 ms | 3 min ago |
| https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym | streamable-http | sign-in | 124 ms | 3 min ago |
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quant-swarm — questions
Answers built from our own checks of this server.