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Agent Swarm

L0· runs locally

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

v2.4.3 · active · repository · website · descriptor JSON · versions

Runs on your machine: something must execute the package.Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.
Quality–not scored
Trust96of 100
Uptime, 30 days–
Latency p50–

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/[email protected]",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "${AGENT_SWARM_API_KEY}"
      }
    }
  }
}
claude mcp add agent-swarm -e "AGENT_SWARM_API_KEY=${AGENT_SWARM_API_KEY}" -- npx -y @desplega.ai/[email protected] api --port 3000
[mcp_servers.agent-swarm]
command = "npx"
args = ["-y", "@desplega.ai/[email protected]", "api", "--port", "3000"]
env = { "AGENT_SWARM_API_KEY" = "${AGENT_SWARM_API_KEY}" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agent-swarm": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@desplega.ai/[email protected]",
        "api",
        "--port",
        "3000"
      ],
      "enabled": true,
      "environment": {
        "AGENT_SWARM_API_KEY": "{env:AGENT_SWARM_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/[email protected]",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "${AGENT_SWARM_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agent-swarm&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBkZXNwbGVnYS5haS9hZ2VudC1zd2FybUAyLjQuMyIsImFwaSIsIi0tcG9ydCIsIjMwMDAiXSwiZW52Ijp7IkFHRU5UX1NXQVJNX0FQSV9LRVkiOiIke0FHRU5UX1NXQVJNX0FQSV9LRVl9In19"
}
{
  "servers": {
    "agent-swarm": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/[email protected]",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "${AGENT_SWARM_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/[email protected]",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "${AGENT_SWARM_API_KEY}"
      }
    }
  }
}
extensions:
  "agent-swarm":
    enabled: true
    name: "agent-swarm"
    type: stdio
    cmd: "npx"
    args:
      - "-y"
      - "@desplega.ai/[email protected]"
      - "api"
      - "--port"
      - "3000"
    envs:
      "AGENT_SWARM_API_KEY": "${AGENT_SWARM_API_KEY}"
    timeout: 300

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

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

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)
authorization100 · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • pass
    auth.secret_in_urlURL variables carry no secret
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
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvabledependencies not resolved yet

Tool list unknown · checked 2026-10-20 14:54 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 96 / 100

provenance90
livenessn/a
freshness100
hygiene100

+repository +namespace-matches-repo +website ~liveness-unmeasured +updated-0d-ago

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

Dependencies

@desplega.ai/[email protected] npmnot resolved yet; dependencies are read once a day

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_host}/mcp-user streamable-http · templatedapi_key ${AGENT_SWARM_TOKEN}not probed––––
packageregistryversionruntimesecrets
@desplega.ai/agent-swarmnpm2.4.3–AGENT_SWARM_API_KEY

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.desplega-ai/agent-swarm",
  "title": "Agent Swarm",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://{swarm_host}/mcp-user",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "Bearer aswt_<token> for an active user on your swarm. Ask a swarm operator to mint it in People > your user > Tokens, or via POST /api/users/{id}/mcp-tokens. Copy the plaintext when minted (shown once). Include the Bearer prefix. The shared swarm API key is not accepted. No endpoint enablement flag is required.",
          "placeholder": "Bearer aswt_<token>"
        }
      ],
      "variables": {
        "swarm_host": {
          "isRequired": true,
          "description": "Host of YOUR agent-swarm instance, e.g. swarm.example.com"
        }
      }
    }
  ],
  "version": "2.4.3",
  "packages": [
    {
      "version": "2.4.3",
      "transport": {
        "url": "http://localhost:{--port}/mcp",
        "type": "streamable-http",
        "headers": [
          {
            "name": "Authorization",
            "isSecret": true,
            "isRequired": true,
            "description": "Bearer token using the API key for your local Agent Swarm instance (include the Bearer prefix).",
            "placeholder": "Bearer <AGENT_SWARM_API_KEY>"
          },
          {
            "name": "X-Agent-ID",
            "isRequired": true,
            "description": "ID of an agent registered on your local Agent Swarm instance.",
            "placeholder": "00000000-0000-0000-0000-000000000000"
          }
        ]
      },
      "identifier": "@desplega.ai/agent-swarm",
      "registryType": "npm",
      "packageArguments": [
        {
          "type": "positional",
          "value": "api"
        },
        {
          "name": "--port",
          "type": "named",
          "default": "3000",
          "description": "Port for the local Agent Swarm API and MCP server."
        }
      ],
      "environmentVariables": [
        {
          "name": "AGENT_SWARM_API_KEY",
          "isSecret": true,
          "isRequired": true,
          "description": "API key for your local Agent Swarm instance."
        }
      ]
    }
  ],
  "repository": {
    "id": "1119736729",
    "url": "https://github.com/desplega-ai/agent-swarm",
    "source": "github"
  },
  "websiteUrl": "https://docs.agent-swarm.dev",
  "description": "Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration."
}