Who maintains Agent Swarm?

Agent Swarm is maintained by desplega-ai, which publishes 2 MCP servers (3 total versions) tracked on MCP Toplist.

Is Agent Swarm listed on the Official MCP Registry?

Yes — Agent Swarm is listed on the Official MCP Registry.

How many versions does Agent Swarm have?

MCP Toplist tracks 3 versions of Agent Swarm, most recently published on Aug 29, 2026.

Where can I find the source code for Agent Swarm?

The source code for Agent Swarm is hosted at github.com/desplega-ai/agent-swarm.

SERVER

Agent Swarm

Rank #471

io.github.desplega-ai/agent-swarm

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

3 versions

729 GitHub stars

by desplega-ai (2 servers)View repository ↗

First listed

Aug 20, 2026

Last publish date

Aug 29, 2026

OVERVIEW

Agent Swarm is a Model Context Protocol (MCP) server published by desplega-ai. It ranks #471 of 115,460 servers tracked on MCP Toplist, and its repository has 729 GitHub stars. Agent Swarm is listed on Official MCP, with 3 tracked versions. It was first listed on Aug 20, 2026 and most recently updated on Aug 29, 2026.

STANDING

#471of 115,460 tracked serversTop 0.5%

Ranks ahead of 114,989 of 115,460 servers on MCP Toplist.

CONNECT

Use Agent Swarm

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Remote · HTTP

claude mcp add --transport http agent-swarm https://{swarm_host}/mcp

This endpoint requires authentication — see the server’s docs for credentials.

npm package

claude mcp add agent-swarm -e "AGENT_SWARM_API_KEY=<your AGENT_SWARM_API_KEY>" -- npx -y @desplega.ai/agent-swarm api --port 3000

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.agent-swarm]
url = "https://{swarm_host}/mcp"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

npm package

[mcp_servers.agent-swarm]
command = "npx"
args = ["-y", "@desplega.ai/agent-swarm", "api", "--port", "3000"]

[mcp_servers.agent-swarm.env]
AGENT_SWARM_API_KEY = "<your AGENT_SWARM_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://{swarm_host}/mcp

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/agent-swarm",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "<your AGENT_SWARM_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "agent-swarm": {
      "url": "https://{swarm_host}/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/agent-swarm",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "<your AGENT_SWARM_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "servers": {
    "agent-swarm": {
      "type": "http",
      "url": "https://{swarm_host}/mcp"
    }
  }
}

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "servers": {
    "agent-swarm": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/agent-swarm",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "<your AGENT_SWARM_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "agent-swarm": {
      "serverUrl": "https://{swarm_host}/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/agent-swarm",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "<your AGENT_SWARM_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "agent-swarm": {
      "url": "https://{swarm_host}/mcp"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

npm package

{
  "mcpServers": {
    "agent-swarm": {
      "command": "npx",
      "args": [
        "-y",
        "@desplega.ai/agent-swarm",
        "api",
        "--port",
        "3000"
      ],
      "env": {
        "AGENT_SWARM_API_KEY": "<your AGENT_SWARM_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.desplega-ai%2Fagent-swarm.svg)](https://mcptoplist.com/server/io.github.desplega-ai%2Fagent-swarm)

HTML

<a href="https://mcptoplist.com/server/io.github.desplega-ai%2Fagent-swarm"><img src="https://mcptoplist.com/badge/io.github.desplega-ai%2Fagent-swarm.svg" alt="MCP Toplist: Top 1% of 115,460" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

Official MCP

ORGANIZATION

desplega-ai

Organization

desplega-ai

Servers in org

Versions across org

Other servers by desplega-ai

Qa Use#17,986

View all desplega-ai servers →

VERSIONS

Available versions (3)

Version	Published
1.135.2	Aug 29, 2026
1.135.1	Aug 24, 2026
1.135.0	Aug 22, 2026

FAQ

Frequently asked questions

Who maintains Agent Swarm?: Agent Swarm is maintained by desplega-ai, which publishes 2 MCP servers (3 total versions) tracked on MCP Toplist.
Is Agent Swarm listed on the Official MCP Registry?: Yes — Agent Swarm is listed on the Official MCP Registry.
How many versions does Agent Swarm have?: MCP Toplist tracks 3 versions of Agent Swarm, most recently published on Aug 29, 2026.
Where can I find the source code for Agent Swarm?: The source code for Agent Swarm is hosted at github.com/desplega-ai/agent-swarm.

EXPLORE

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