SERVER

quant-swarm

Rank #21,708

io.github.blink1217/quant-swarm

Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion.

1 version

by blink1217 (1 servers)View repository ↗

First listed

Sep 1, 2026

Last publish date

Oct 6, 2026

PURPOSE

What you can do with quant-swarm

quant-swarm is a Model Context Protocol (MCP) server published by blink1217. It ranks #21,708 of 150,963 active servers on MCP Toplist. quant-swarm is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Sep 1, 2026 and most recently updated on Oct 6, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What quant-swarm can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using quant-swarm

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 20, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by the Official MCP Registry, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

SWARM_MCP_ACCESS_TOKEN · optional

3 hosted endpoints declared as public.

INSTALLATION AND FIRST TASK

Connect quant-swarm and confirm it works

Remote · HTTP

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

Remote · HTTP

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

Remote · HTTP

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

Python package (PyPI)

claude mcp add quant-swarm -e "SWARM_MCP_ACCESS_TOKEN=<your SWARM_MCP_ACCESS_TOKEN>" -- uvx --from quant-swarm quant-swarm swarm-data-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add quant-swarm -e "SWARM_MCP_ACCESS_TOKEN=<your SWARM_MCP_ACCESS_TOKEN>" -- uvx --from quant-swarm quant-swarm swarm-warden-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add quant-swarm -e "SWARM_MCP_ACCESS_TOKEN=<your SWARM_MCP_ACCESS_TOKEN>" -- uvx --from quant-swarm quant-swarm swarm-gym-mcp

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.quant-swarm]
url = "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"

Add to ~/.codex/config.toml.

Remote · HTTP

[mcp_servers.quant-swarm]
url = "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden"

Add to ~/.codex/config.toml.

Remote · HTTP

[mcp_servers.quant-swarm]
url = "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym"

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.quant-swarm]
command = "uvx"
args = ["--from", "quant-swarm", "quant-swarm", "swarm-data-mcp"]

[mcp_servers.quant-swarm.env]
SWARM_MCP_ACCESS_TOKEN = "<your SWARM_MCP_ACCESS_TOKEN>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.quant-swarm]
command = "uvx"
args = ["--from", "quant-swarm", "quant-swarm", "swarm-warden-mcp"]

[mcp_servers.quant-swarm.env]
SWARM_MCP_ACCESS_TOKEN = "<your SWARM_MCP_ACCESS_TOKEN>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.quant-swarm]
command = "uvx"
args = ["--from", "quant-swarm", "quant-swarm", "swarm-gym-mcp"]

[mcp_servers.quant-swarm.env]
SWARM_MCP_ACCESS_TOKEN = "<your SWARM_MCP_ACCESS_TOKEN>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data

Settings → Connectors → “Add custom connector”, then paste this URL.

Remote · HTTP

https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden

Settings → Connectors → “Add custom connector”, then paste this URL.

Remote · HTTP

https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym

Settings → Connectors → “Add custom connector”, then paste this URL.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-warden-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-gym-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-warden-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-gym-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Remote · HTTP

{
  "servers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Remote · HTTP

{
  "servers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym"
    }
  }
}

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "quant-swarm": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "quant-swarm": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-warden-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "quant-swarm": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-gym-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "serverUrl": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "serverUrl": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "serverUrl": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-warden-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-gym-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
    }
  }
}

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden"
    }
  }
}

Remote · HTTP

{
  "mcpServers": {
    "quant-swarm": {
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym"
    }
  }
}

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-warden-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "quant-swarm": {
      "command": "uvx",
      "args": [
        "--from",
        "quant-swarm",
        "quant-swarm",
        "swarm-gym-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<your SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Sep 1, 2026
Latest version published: Oct 6, 2026
Version history: 1 version tracked (below)
Requirements evidence: MCP Toplist probed the public endpoint on Oct 20, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 22, 2026

Registry sightings

Glama ↗listed since Sep 4, 2026 · still listed
Official MCP ↗listed since Oct 6, 2026 · still listed

Do you maintain quant-swarm? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.5.0	Oct 6, 2026

STANDING

#21,708of 150,963 active serversTop 25%

Ranks ahead of 129,255 of 150,963 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.blink1217%2Fquant-swarm.svg)](https://mcptoplist.com/server/io.github.blink1217%2Fquant-swarm)

HTML

<a href="https://mcptoplist.com/server/io.github.blink1217%2Fquant-swarm"><img src="https://mcptoplist.com/badge/io.github.blink1217%2Fquant-swarm.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains quant-swarm?: quant-swarm is maintained by blink1217, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is quant-swarm listed on the Official MCP Registry?: Yes — quant-swarm is listed on the Official MCP Registry, alongside Glama.
How many versions does quant-swarm have?: MCP Toplist tracks 1 version of quant-swarm, most recently published on Oct 6, 2026.
Where can I find the source code for quant-swarm?: The source code for quant-swarm is hosted at github.com/blink1217/trading-swarm-mcp.

Used in projects

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