Swarm Python Packages

mcpadapt

Unlock 650+ MCP servers tools in your favorite agentic framework.

ontodag

Associative memory and categories based on a directed acyclic graph data structure

ansys-stk

The next generation Python API for STK

recordstore

Versioned key→record store over a content-addressed blob store: atomic commits, snapshots, lock-free three-way merge

ontodag-fs

Browse knowledge, not folders: an OntoDAG concept lattice as a real filesystem, with file content on Ethereum Swarm

swarmfs

fsspec backend for Ethereum Swarm: bzz:// URLs for pandas, dask, zarr and FUSE mounts, backed by a Bee node

helixswarm

Python client for Perforce Helix Swarm

chatflow-agent

Lightweight, async multi-agent framework with native SQLite persistence and handoffs for WhatsApp, Telegram, Webhooks, and CLI. Production-hardened with HMAC webhook security, automatic retries, and turn rollback. Supports OpenAI, Claude, Gemini, and local LLMs.

dockerbuildmanagement

Build Management is a python application, installed with pip. The application makes it easy to manage a build system based on Docker by configuring a single yaml file describing how to build, test, run or publish a containerized solution.

geospacelab

A python-based library to collect, manage, and visualize geospace data (e.g. OMNI, geomagnetic indices, EISCAT, DMSP, SWARM, TEC, AMPERE, etc.).

graflag

Distributed benchmarking framework for Graph Anomaly Detection (GAD) on Docker Swarm clusters

dockerfeed

Docker Feed is a simple and convenient tool for handling deployment of docker compose files to a Swarm environment. By convention, it locates all stacks to deploy on a JFrog feed with every stack following a docker-compose filename pattern of `docker-compose.<STACK_NAME>.<VERSION>.yml`.

mycoswarm

Distributed AI for everyone. Turn forgotten hardware into a thinking network.

fabricio

Docker deploy automation tool

helix-swarm

Python client for Perforce Helix Swarm

swarmlib

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

swarm-at-sdk

Public settlement ledger for swarm.at — 901 hash-chained entries, 76 types

coordinationhub

Lightweight MCP server that coordinates multiple AI coding agents. Prevents overwrite conflicts via file locking, agent tracking, change notifications, and live dashboards. Zero third-party dependencies.

kazma

Self-hosted AI agent platform, bilingual by design (English + Arabic). One agent across Web, TUI, CLI, Telegram, Discord and Slack: long-term memory, approval before risky actions, Web IDE, X Studio, Knowledge Base and Deep Research. MIT licensed.

kazma-ui

Self-hosted AI agent platform, bilingual by design (English + Arabic). One agent across Web, TUI, CLI, Telegram, Discord and Slack: long-term memory, approval before risky actions, Web IDE, X Studio, Knowledge Base and Deep Research. MIT licensed.

kazma-core

Self-hosted AI agent platform, bilingual by design (English + Arabic). One agent across Web, TUI, CLI, Telegram, Discord and Slack: long-term memory, approval before risky actions, Web IDE, X Studio, Knowledge Base and Deep Research. MIT licensed.

kazma-memory

Self-hosted AI agent platform, bilingual by design (English + Arabic). One agent across Web, TUI, CLI, Telegram, Discord and Slack: long-term memory, approval before risky actions, Web IDE, X Studio, Knowledge Base and Deep Research. MIT licensed.

agent-sdk-core

Streaming-First, User-Friendly, and modular AI Agent Framework built for python

kazma-tui

Self-hosted AI agent platform, bilingual by design (English + Arabic). One agent across Web, TUI, CLI, Telegram, Discord and Slack: long-term memory, approval before risky actions, Web IDE, X Studio, Knowledge Base and Deep Research. MIT licensed.