mcpbeat Sign in

Agent Swarm MCP Server

by desplega-ai Your server? Claim it
not responding

Agent Swarm is listed as active in the registry but did not answer our last check. 5 450 installs a week from npm. Last commit 17 Sep 2026.

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

Installs per day peak 2 041 · avg 355 · +367% w/w
a month agotoday
Uptime history 26 days of history · worst day 0%
26 days agonow
0.0%
Uptime 24h
0 of 92 checks
Tools
hidden behind auth
0 ms
Response time
average over 24h
5 450
Installs / week
npm and PyPI

What the code does

We read the source, 10 h ago · rules 3dff92dd89df

Evidence

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

      if (scopedTmpdir) await Bun.$`rm -rf ${scopedTmpdir}`.catch(() => {});
Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

  return { entry, specJson: readFileSync(path.join(directory, entry.specFile), "utf-8") };
      - name: Update the sticky issue
        env:
          GH_TOKEN: ${{ github.token }}
function applyTheme(){root.classList.toggle('dark',theme==='dark');tb.innerHTML=theme==='dark'?SUN:MOON;try{localStorage.swarmMock=theme}catch(e){}}
  ["api.telegram.org", { provider: "telegram", type: "comms" }],
import { existsSync, mkdirSync, readdirSync, readFileSync, statSync, writeFileSync } from "node:fs";
  for (const key of Object.keys(process.env).sort()) {

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

We found things in this code

Code changes quietly between releases, and nobody reads the diff of a dependency. We do, on every release — watch Agent Swarm and you get told the day something new turns up.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

run in your terminal
claude mcp add agent-swarm --transport http https://{swarm_host}/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "agent-swarm": {
      "url": "https://{swarm_host}/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.agent-swarm]
url = "https://{swarm_host}/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "agent-swarm": {
      "url": "https://{swarm_host}/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "agent-swarm": {
      "url": "https://{swarm_host}/mcp"
    }
  }
}

Endpoints

URLTransportStateLatencyChecked
https://{swarm_host}/mcp streamable-http answering 0 ms 1 min ago

Alternatives to Agent Swarm

same job, measured the same way
Withings MCP
by partymola

MCP server for the Withings Health API with OAuth, local SQLite cache, and trend analysis.

1 062 installs/wk local only
Google Health MCP
by partymola

MCP server for the Google Health API, with a local SQLite cache and trend analysis.

1 343 installs/wk local only
MCP Sqlite Tools
by spences10

MCP server for local SQLite database operations

51 installs/wk local only
Nuzo Memory
by fabionfsc

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

23 installs/wk local only
Sqlite MCP Server
by neverinfamous

SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.

8 installs/wk local only
MCP Sqlite
by rosch100

MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support

local only
Local FAISS MCP Server
by nonatofabio

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

92 installs/wk local only
Datto RMM MCP
by servosity

Every Datto RMM API operation, plus a local SQLite fleet store and fleet-wide analytics no other

local only

Agent Swarm — questions

Answers built from our own checks of this server.

Is Agent Swarm working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 0 ms. The bar chart above shows every period we have measured.
The registry lists Agent Swarm as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect Agent Swarm?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Agent Swarm need an API key?
No. Agent Swarm completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. This is what we observed, not what the docs claim.
How many people use Agent Swarm?
The npm package @desplega.ai/agent-swarm was installed 5 450 times in the last week. Week over week that is +367%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Agent Swarm open source?
Yes — it is published under the MIT licence, written in TypeScript, 783 stars on GitHub and 6 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.