Koskamo

Quant Swarm MCP

Quant Swarm MCP provides pre-trade risk checks, point-in-time data research, leakage audits, and strategy benchmarking against a live champion. It allows AI agents to audit backtests for cost fragility and signal significance without placing or routing orders. The suite includes warden for invariant checks, data for PIT analysis, and gym for regime probing.

Visit 1.21 Initiative

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Quant Swarm MCP logo, by 1.21 InitiativeCommunity listingLocal stdioSource reviewed; not executedPublished by 1.21 Initiative
You need:Get a token at /mcp/ (free, instant).
Vendor documentation

What you can do with it

  • Audit backtests for execution cost fragility and point-in-time feature leakage
  • Test alternative-data signal statistical significance using point-in-time analysis
  • Benchmark strategies against a live champion via Shadow Tournament
  • Check intended orders against position and gross-exposure risk floors

Source and maintenance

Community listingRegistry 0.5.0
mcp-registry: io.github.blink1217/quant-swarm@0.5.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

quant-swarm 0.5.0

pypiuvx
quant-swarm package definition
{
  "version": "0.5.0",
  "transport": "stdio",
  "identifier": "quant-swarm",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "swarm-data-mcp",
      "description": "Launch the data server: point-in-time market data assembly and derived analytics"
    }
  ],
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "quant-swarm"
    }
  ],
  "environmentVariables": [
    {
      "name": "SWARM_MCP_ACCESS_TOKEN",
      "format": "string",
      "description": "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."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "quant-swarm-mcp": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<YOUR_SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "quant-swarm-mcp": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<YOUR_SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "quant-swarm-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<YOUR_SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "quant-swarm-mcp": {
      "command": "uvx",
      "args": [
        "quant-swarm==0.5.0",
        "swarm-data-mcp"
      ],
      "env": {
        "SWARM_MCP_ACCESS_TOKEN": "<YOUR_SWARM_MCP_ACCESS_TOKEN>"
      }
    }
  }
}

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