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quant-swarm

R2· OAuth, once

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

v0.5.0 · active · repository · website · descriptor JSON · versions

An agent can connect after a one-time OAuth consent by a human.Remote endpoint behind OAuth 2. Tokens stay with the agent; the registry only exposes the authorization metadata.
Quality83good
Trust97of 100
Uptime, 30 days100%
Latency p50272 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
      "headers": {
        "Authorization": "Bearer ${QUANT_SWARM_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http quant-swarm https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data --header "Authorization: Bearer ${QUANT_SWARM_TOKEN}"
[mcp_servers.quant-swarm]
url = "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
bearer_token_env_var = "QUANT_SWARM_TOKEN"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "quant-swarm": {
      "type": "remote",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:QUANT_SWARM_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
      "headers": {
        "Authorization": "Bearer ${QUANT_SWARM_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=quant-swarm&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3dhcm0tbWNwLTUwMzMxODc1MDU0Ni5ldXJvcGUtd2VzdDEucnVuLmFwcC9tY3AvZGF0YSIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke1FVQU5UX1NXQVJNX1RPS0VOfSJ9fQ%3D%3D"
}
{
  "servers": {
    "quant-swarm": {
      "type": "http",
      "url": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
      "headers": {
        "Authorization": "Bearer ${QUANT_SWARM_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "quant-swarm": {
      "httpUrl": "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data",
      "headers": {
        "Authorization": "Bearer ${QUANT_SWARM_TOKEN}"
      }
    }
  }
}
extensions:
  "quant-swarm":
    enabled: true
    name: "quant-swarm"
    type: streamable_http
    uri: "https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data"
    headers:
      "Authorization": "Bearer ${QUANT_SWARM_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${QUANT_SWARM_TOKEN}. The registry never accepts secret values.

Quality 83 / 100good

protocoln/a · weight 25
  • n/a
    protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)
authorization83 · weight 15
  • pass
    auth.prmProtected Resource Metadata (RFC 9728) published
  • pass
    auth.as_metadataauthorization server metadata reachable
  • warn
    auth.cimdonly Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
  • n/a
    auth.secret_in_urlno templated URL
tool hygienen/a · weight 30
  • n/a
    tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool list unknown
dependenciesn/a · weight 15

Tool list unknown · checked 2026-10-20 01:29 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-14d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPIthis version is not known to the dependency resolver

[email protected] PyPIthis version is not known to the dependency resolver

[email protected] PyPIthis version is not known to the dependency resolver

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://swarm-mcp-503318750546.europe-west1.run.app/mcp/data streamable-httpoauth2 AS: https://1.21initiative.comyes100%272 ms–2026-10-20
https://swarm-mcp-503318750546.europe-west1.run.app/mcp/warden streamable-httpoauth2 AS: https://1.21initiative.comyes100%266 ms–2026-10-19
https://swarm-mcp-503318750546.europe-west1.run.app/mcp/gym streamable-httpoauth2 AS: https://1.21initiative.comyes100%241 ms–2026-10-19
packageregistryversionruntimesecrets
quant-swarmpypi0.5.0uvxSWARM_MCP_ACCESS_TOKEN
quant-swarmpypi0.5.0uvxSWARM_MCP_ACCESS_TOKEN
quant-swarmpypi0.5.0uvxSWARM_MCP_ACCESS_TOKEN

Tools (0)

No tools observed. Tools appear once a credential-free probe can list them.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "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."
}