quant-swarm

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

What does this entry provide?

quant-swarm is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding quant-swarm to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 78/100
Install method: streamable-http
Repo: blink1217/trading-swarm-mcp
Repo updated: Oct 6, 2026

Install command

mcp add io.github.blink1217/quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data

Install method: streamable-http

Review the upstream source before running this command.

GitHub project Homepage

Quality

Repo stars

Repo updated

Oct 6, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.
Documentation (10) and description quality (10): parsed manifest or SKILL.md frontmatter, and a real description rather than a placeholder.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-10-06T12:45:26.262219Z",
      "publishedAt": "2026-10-06T12:45:26.262219Z",
      "statusChangedAt": "2026-10-06T12:45:26.262219Z"
    }
  },
  "server": {
    "name": "io.github.blink1217/quant-swarm",
    "title": "quant-swarm",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
        "type": "streamable-http",
        "headers": [
          {
            "name": "Authorization",
            "isSecret": true,
            "description": "Bearer <token from https://1.21initiative.com/mcp/> (or append ?apiToken=<token> to the URL)."
          }
        ]
      },
      {
        "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden",
        "type": "streamable-http",
        "headers": [
          {
            "name": "Authorization",
            "isSecret": true,
            "description": "Bearer <token from https://1.21initiative.com/mcp/> (or append ?apiToken=<token> to the URL)."
          }
        ]
      },
      {
        "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym",
        "type": "streamable-http",
        "headers": [
          {
            "name": "Authorization",
            "isSecret": true,
            "description": "Bearer <token from https://1.21initiative.com/mcp/> (or append ?apiToken=<token> to the URL). Hosted gym compute is metered in credits (1 per simulated episode)."
          }
        ]
      }
    ],
    "version": "0.5.0",
    "packages": [
      {
        "version": "0.5.0",
        "transport": {
          "type": "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",
            "isSecret": true,
            "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."
          }
        ]
      },
      {
        "version": "0.5.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "quant-swarm",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "registryBaseUrl": "https://pypi.org",
        "packageArguments": [
          {
            "type": "positional",
            "value": "swarm-warden-mcp",
            "description": "Launch the warden: pre-trade invariant and leakage checks"
          }
        ],
        "runtimeArguments": [
          {
            "name": "--from",
            "type": "named",
            "value": "quant-swarm"
          }
        ],
        "environmentVariables": [
          {
            "name": "SWARM_MCP_ACCESS_TOKEN",
            "format": "string",
            "isSecret": true,
            "description": "Optional access token from https://1.21initiative.com/mcp/."
          }
        ]
      },
      {
        "version": "0.5.0",
        "transport": {
          "type": "stdio"
        },
        "identifier": "quant-swarm",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "registryBaseUrl": "https://pypi.org",
        "packageArguments": [
          {
            "type": "positional",
            "value": "swarm-gym-mcp",
            "description": "Launch the gym: regime-fragility probing, paired previews, and tournament.submit / tournament.verdict / tournament.leaderboard (Shadow Tournament vs the swarm's champion)"
          }
        ],
        "runtimeArguments": [
          {
            "name": "--from",
            "type": "named",
            "value": "quant-swarm"
          }
        ],
        "environmentVariables": [
          {
            "name": "SWARM_MCP_ACCESS_TOKEN",
            "format": "string",
            "isSecret": true,
            "description": "Optional access token from https://1.21initiative.com/mcp/."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/blink1217/trading-swarm-mcp",
      "source": "github"
    },
    "websiteUrl": "https://1.21initiative.com/mcp/",
    "description": "Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion."
  }
}

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