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swarmdo-core

Foundation plugin — registers the swarmdo MCP server (300+ tools across memory/agentdb/embeddings/hooks/aidefence/neural/autopilot/browser/agent/swarm), provides 3 generalist agents (coder/researcher/reviewer), 3 first-run skills, and a curated plugin-discovery catalog

Publisher marketplaceswarmdo-core@swarmdo · marketplace and plugin share one repository (swarmdo/swarmdo)

npx claudepluginhub swarmdo/swarmdo --plugin swarmdo-core

Popularity

Stars

Above avg

Med: 0·Avg: 495

Copy clicks

Med: 0·Avg: 1

What's Inside

Slash Commands2

swarmdo-status

/swarmdo-status

Show Swarmdo system health, MCP server status, and active agents

witness

/witness

Manage and verify a cryptographically-signed fix manifest with temporal history (ADR-103)

Agents4

coder

/coder

Implementation specialist for writing clean, efficient code following project patterns

researcher

/researcher

Pathfinder research specialist — traverses SwarmVector memory graphs and codebase to surface patterns, dependencies, and prior art

reviewer

/reviewer

Code review specialist for quality, security, and best-practice enforcement

witness-curator

/witness-curator

Maintains the cryptographically-signed witness manifest. Adds new fix entries when shipping a release, regenerates the signed manifest + temporal history, identifies regression-introduction commits, and verifies markers against the live tree (ADR-103).

Skills4

discover-plugins

/discover-plugins

Discover and recommend swarmdo plugins based on your workflow, installed MCP tools, and current task

init-project

/init-project

Initialize a new Swarmdo project with MCP tools, hooks, and agent configuration

swarmdo-doctor

/swarmdo-doctor

Run health checks on the Swarmdo installation and fix common issues

witness

/witness

Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any project — clone the toolkit, run init, register fixes, regen on each release.

Hooks1

Event Hooks

Bash

File writes

7 hooks across 4 events

MCP Servers1

swarmdo

Stats

Version0.2.2

ReleasedJul 6, 2026

LanguageTypeScript

Stars1

MaintenanceGood

LicenseMIT

Last CommitJul 6, 2026

AddedJul 7, 2026

Actions

View on GitHub View README Plugin Marketplace JSON Homepage

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Available In

swarmdo2

Safety Signals

Caution

Executes bash commands

Hook triggers when Bash tool is used

Modifies files

Hook triggers on file write and edit operations

README

Based on the original, hugely popular ruflo — renamed, self-contained, and MIT-licensed. Full lineage in NOTICE.

Swarmdo

An agent meta-harness for Claude Code and Codex.

Agent = Model + Harness. The model writes; the harness gives it tools, memory, loops, sandboxes, and controls so it can actually work. Swarmdo is the harness — the execution layer around Claude Code and Codex that adds 100+ specialized agents, coordinated swarms, self-learning memory, federated comms across machines, and enterprise security guardrails. So agents don't just run, they collaborate.

One npx swarmdo init gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and — with federation — securely talk to agents on other machines without leaking data. You keep writing code. Swarmdo handles the coordination.

Self-Learning / Self-Optimizing Agent Architecture

User --> Swarmdo (CLI/MCP) --> Router --> Swarm --> Agents --> Memory --> LLM Providers
                          ^                           |
                          +---- Learning Loop <-------+

New to Swarmdo? You don't need to learn 314 MCP tools or 26 CLI commands. After init, just use Claude Code normally — the hooks system automatically routes tasks, learns from successful patterns, and coordinates agents in the background.

📖 Background — where the name comes from

Swarmdo is now Swarmdo — named by the upstream author, who loves Rust, flow states, and building things that feel inevitable. The "Ru" is the the upstream author. The "flo" is working until 3am. Underneath, powered by Cognitum.One agentic architecture, running a supercharged Rust-based AI engine, embeddings, memory, and plugin system.

swarmdo in action — one prompt spawns a coordinated agent swarm

Quick Start

There are two different install paths with very different surface areas. Pick based on what you need (#1744):

	Claude Code Plugin	CLI install (`npx swarmdo init`)
What it gives you	Slash commands + a few skills + agent definitions per-plugin	Full Swarmdo loop — 98 agents, 60+ commands, 30 skills, MCP server, hooks, daemon
Files in your workspace	Zero	`.claude/`, `.swarmdo/`, `CLAUDE.md`, helpers, settings
MCP server registered	No (`memory_store`, `swarm_init`, etc. unavailable to Claude)	Yes
Hooks installed	No	Yes
Best for	Try a single plugin's commands without committing to the full install	Production use — everything works as documented

Path A — Claude Code Plugins (lite, slash commands only)

# Add the marketplace
/plugin marketplace add upstream/swarmdo

# Install core + any plugins you need
/plugin install swarmdo-core@swarmdo
/plugin install swarmdo-swarm@swarmdo
/plugin install swarmdo-rag-memory@swarmdo
/plugin install swarmdo-neural-trader@swarmdo

This adds slash commands and agent definitions only. The Swarmdo MCP server is NOT registered, so memory_store, swarm_init, agent_spawn, etc. won't be callable from Claude. For the full loop, use Path B below.

🔌 All 35 plugins

Core & Orchestration

Plugin	What it does
swarmdo-core	Foundation — server, health checks, plugin discovery
swarmdo-swarm	Coordinate multiple agents as a team
swarmdo-autopilot	Let agents run autonomously in a loop
swarmdo-loop-workers	Schedule background tasks on a timer
swarmdo-workflows	Reusable multi-step task templates
swarmdo-federation	Agents on different machines collaborate securely

Memory & Knowledge

View full README on GitHub

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swarmdo-core

Popularity

What's Inside

Confidence

README

Swarmdo

Quick Start

Path A — Claude Code Plugins (lite, slash commands only)

Core & Orchestration

Memory & Knowledge

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Swarmdo

Quick Start

Path A — Claude Code Plugins (lite, slash commands only)

Core & Orchestration

Memory & Knowledge

Popularity

Health & Quality

More by SwarmDo

swarmdo

swarmdo-ponytail

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