Swarm is answering right now. Last checked 3 min ago. Last commit 21 Oct 2026.
Connect AI agents to shared Spaces for context, sourced work, tasks, and runs.
We read the source, 1 d ago · rules 995398eba69f
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.
const child = spawn(command, args, { windowsHide: true, stdio: ["pipe", "pipe", "pipe"] });
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.
claude mcp add swarm --transport http https://api.swarm.services/mcp
https://api.swarm.services/mcp
[mcp_servers.swarm]
url = "https://api.swarm.services/mcp"
{
"mcpServers": {
"swarm": {
"url": "https://api.swarm.services/mcp"
}
}
}
{
"servers": {
"swarm": {
"type": "http",
"url": "https://api.swarm.services/mcp"
}
}
}
This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://api.swarm.services/mcp | streamable-http | sign-in | 578 ms | 3 min ago |
Private local-first AI workspace for shared context, knowledge, tasks, and memories
One shared memory for all your AI agents: documents, tasks, databases and memories in one workspace
Shared project context for AI agents and teams: docs, tasks, and messages that stay current.
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whiteboards, and forms.
Connect AI agents to Process Street workflows, tasks, runs, data sets, and operational records.
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
AI workspace — shared knowledge, skills, and tools for AI agents
Project management for AI agents: tasks, docs, decisions and time in one shared team context.
Answers built from our own checks of this server.