Agent Swarm
Rank #150io.github.desplega-ai/agent-swarm
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
Agent Swarm is a Model Context Protocol (MCP) server published by desplega-ai. It ranks #150 of 130,576 servers tracked on MCP Toplist, and its repository has 782 GitHub stars. Agent Swarm is listed on Official MCP, with 17 tracked versions. It was first listed on Aug 20, 2026 and most recently updated on Sep 15, 2026.
Ranks ahead of 130,426 of 130,576 servers on MCP Toplist.
Use Agent Swarm
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add --transport http agent-swarm https://{swarm_host}/mcpThis endpoint requires authentication — see the server’s docs for credentials.
claude mcp add agent-swarm -e "AGENT_SWARM_API_KEY=<your AGENT_SWARM_API_KEY>" -- npx -y @desplega.ai/agent-swarm api --port 3000Replace each placeholder with your own value before saving.
[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.
[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.
https://{swarm_host}/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"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.
{
"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.
{
"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.
{
"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.
{
"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.
{
"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.
{
"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.
{
"mcpServers": {
"agent-swarm": {
"url": "https://{swarm_host}/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
{
"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.
Show your rank
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[](https://mcptoplist.com/server/io.github.desplega-ai%2Fagent-swarm)<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 130,576" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
desplega-ai
Other servers by desplega-ai
View all desplega-ai servers →Available versions (17)
| Version | Published |
|---|---|
| 1.149.1 | Sep 15, 2026 |
| 1.148.0 | Sep 14, 2026 |
| 1.147.0 | Sep 14, 2026 |
| 1.146.0 | Sep 12, 2026 |
| 1.145.0 | Sep 11, 2026 |
| 1.144.0 | Sep 10, 2026 |
| 1.143.0 | Sep 9, 2026 |
| 1.142.0 | Sep 8, 2026 |
| 1.141.0 | Sep 7, 2026 |
| 1.140.0 | Sep 6, 2026 |
| 1.139.0 | Sep 5, 2026 |
| 1.138.0 | Sep 3, 2026 |
| 1.137.0 | Sep 3, 2026 |
| 1.136.0 | Sep 1, 2026 |
| 1.135.2 | Aug 29, 2026 |
| 1.135.1 | Aug 24, 2026 |
| 1.135.0 | Aug 22, 2026 |
Frequently asked questions
- Who maintains Agent Swarm?
- Agent Swarm is maintained by desplega-ai, which publishes 2 MCP servers (17 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 17 versions of Agent Swarm, most recently published on Sep 15, 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.
Do you run this server?
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