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Risk-first pre-trade checks, PIT data, leakage audits, and a Shadow Tournament vs a live champion.
quant-swarm 是 ChatHome Skills 收录的 MCP 条目，来源为 Official MCP Registry，质量分 78/100。 作为 Model Context Protocol 服务器，它向 Claude、Cursor、Copilot 等兼容 MCP 的 LLM 客户端暴露可直接调用的工具，让 agent 的能力超出模型内置范围。 该条目由 ChatHome Skills 的每日抓取从官方 registry 和 GitHub 发现查询中收录，每次运行都会重新核验仓库事实、新鲜度信号和安装元数据。 质量分综合了官方 registry 收录情况、可用安装命令、许可证完整性、仓库活跃度和 GitHub star 趋势，完整算法说明见来源页。安装命令已列于上方，可直接复制使用。 在将 quant-swarm 加入生产 agent 工作流前，请核对上方的最近更新日期和仓库状态——下方事实快照是最近一次抓取的时点值。
mcp add io.github.blink1217/quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data运行此命令前，请先核对上游源码。
{
"_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."
}
}