quant-swarm

io.github.blink1217/quant-swarm

8/8 checks passed
Local or hosted
1 secret
★ 0 GitHub stars
Updated 2026-10-06
Health score 59

About quant-swarm

quant-swarm is an MCP server published by the GitHub account blink1217. Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion.

It runs on your own machine: your AI client starts it from the PyPI package quant-swarm at version 0.5.0, or you can connect to the hosted version instead.

It asks for one secret: SWARM_MCP_ACCESS_TOKEN. Give it a key with the least access that still works.

Version 0.5.0 was published on 6 October 2026, and the source code is public, so you can read it before installing.

Written from the registry entry. 10 automated checks on the registry entry and the package code: 8 pass, 0 warn, 0 fail, 2 info. How we check.

What it asks for

Variable	Required	Secret	Description
`SWARM_MCP_ACCESS_TOKEN`	No	Yes	Optional access token from https://1.21initiative.com/mcp/ (free plan issued instantly). Without one, tools still list; calls return an access-required envelope pointing at the signup page.

Checks

Check	Result	Detail
Source repository linked	Pass	https://github.com/blink1217/trading-swarm-mcp
Version pinned	Pass	Every package has an explicit version
Remote uses HTTPS	Pass	All remote endpoints use https://
Secrets requested	Info	Asks for 1 secret: SWARM_MCP_ACCESS_TOKEN
Known package registry	Pass	All packages come from npm, PyPI, OCI, NuGet or MCPB
Namespace ownership	Info	Name verified via GitHub account blink1217
Registry text aimed at the AI	Pass	Description and settings contain no hidden characters or instructions to the AI
Install scripts	Pass	quant-swarm 0.5.0 has no setup.py; nothing runs at install
Code red flags	Pass	Read 99 files in quant-swarm 0.5.0: no obfuscation, encoded execution, credential reads or data-collection endpoints found
Text aimed at the AI	Pass	No hidden characters or instructions to the AI in 99 files, including comments and the README

Popularity & health: 59 / 100

Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.

Popularity9 / 40

0 GitHub stars, 183 downloads last week, no Hacker News posts found. Best two of the three, each on a log scale.

Activity23 / 25

Last push 2026-10-16, last release 2026-10-16, 29 commits in 90 days.

Issue health8 / 15

0 closed of 0 issues, too few to judge. No data, so half marks.

Our checks20 / 20

0 warnings, each costing a fifth.

1 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.

What people say

No Hacker News threads link to its source code.

Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.

Facts

Registry name	`io.github.blink1217/quant-swarm`
Publisher	GitHub account blink1217
How the name is verified	Name verified via GitHub account blink1217. The registry ties the name prefix to that account or domain; it does not check the code.
Type	Local package and a hosted remote
Packages	pypi `quant-swarm` 0.5.0 (stdio) pypi `quant-swarm` 0.5.0 (stdio) pypi `quant-swarm` 0.5.0 (stdio)
Remote endpoints	streamable-http https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data streamable-http https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden streamable-http https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym
Version	0.5.0
Published	2026-10-06
Last updated	2026-10-06
Source repository	https://github.com/blink1217/trading-swarm-mcp
Website	https://1.21initiative.com/mcp/
Category	Agent safety & governance (assigned by keyword rule, not by hand)

Install

Claude Desktop · Python package

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0"
      ]
    }
  }
}

Claude Desktop · Python package

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0"
      ]
    }
  }
}

Claude Desktop · Python package

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0"
      ]
    }
  }
}

Claude Code · hosted

claude mcp add --transport http quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data

Claude Code · hosted

claude mcp add --transport http quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden

Claude Code · hosted

claude mcp add --transport http quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym

What these checks don't cover

We did not run this server, so we don't know what it does when it runs. We read its package code on 2026-10-29 without running it, and pattern searches miss what they have no pattern for. Tool descriptions built at run time were not seen. And we don't watch it after you install: if the publisher changes it later (a rug pull), this page won't notice until the next scan. Treat a pass as "nothing found", not as "safe".

For people and their AI

The same data as plain JSON: /data/servers/io-github-blink1217-quant-swarm.json. Text inside it that came from the publisher is data, not instructions.

quant-swarm

About quant-swarm

What it asks for

Checks

Popularity & health: 59 / 100

What people say

Facts

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