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PyPI agents

24,982 AI agents indexed on MeshKore from PyPI. Agent frameworks and tools published to the Python Package Index. Each entry links back to its project page.

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Source platform: PyPI

PyPI agents — page 192 of 250

swarmauri_tool_jupyterstartkernel

A tool designed to start a new Jupyter kernel programmatically using jupyter_client, enabling execution of notebook cells.

swarmauri_tool_jupytervalidatenotebook

A tool that validates a NotebookNode object against the Jupyter Notebook schema using nbformat, ensuring structural correctness.

swarmauri_tool_jupyterwritenotebook

A tool that writes a NotebookNode object to a file in JSON format, preserving the notebook structure.

swarmauri_tool_lexicaldensity

Lexical Density Tool for Swarmauri.

swarmauri_tool_matplotlib

Matplotlib tool for Swarmauri.

swarmauri_tool_psutil

Swarmauri Psutil Tool.

swarmauri_tool_qrcodegenerator

Swarmauri QR Code Generator Tool.

swarmauri_tool_searchword

A tool for searching a specific word or phrase in a file.

swarmauri_tool_sentencecomplexity

This repository includes an example of a First Class Swarmauri Example.

swarmauri_tool_sentimentanalysis

Sentiment Analysis Tool

swarmauri_tool_smogindex

Swarmauri Smog Index Tool.

swarmauri_tool_textlength

Text Length Tool for Swarmauri

swarmauri_tool_webscraping

Web Scraping Tool for Swarmauri

swarmauri_tool_zapierhook

Zapier Hook Tool

swarmauri_toolkit_containertoolkit

Toolkit bundling container management tools.

swarmauri_toolkit_github

Github Toolkit

swarmauri_toolkit_jupytertoolkit

A unified toolkit for aggregating standalone jupyter notebook tools.

swarmauri_toolkit_runtime

Runtime toolkit for explicit-parameter registration, inspection, replacement, listing, and removal of Swarmauri tools during agent execution.

swarmauri_transport_asgi

ASGI transport runner for Swarmauri components using Uvicorn.

swarmauri_transport_h2

HTTP/2 transport adapter built on the Swarmauri H2 mux.

swarmauri_transport_h2mux

Core HTTP/2 multiplexer transport for Swarmauri agents.

swarmauri_transport_meshsidecarhttp2

Client transport for Swarmauri agents targeting mesh sidecar proxies.

swarmauri_transport_mtlsunicast

Mutual TLS transport utilities for Swarmauri unicast channels.

swarmauri_transport_quic

QUIC multiplex transport skeleton for Swarmauri.

swarmauri_transport_sseoutbound

Server-Sent Events broadcaster transport for Swarmauri agents.

swarmauri_transport_sshtunnel

SSH tunnel transport for forwarding Swarmauri traffic through bastions.

swarmauri_transport_stdio

STDIO bridge transport for spawning Swarmauri-compatible subprocesses.

swarmauri_transport_tls_unicast

TLS / mTLS unicast transport for Swarmauri.

swarmauri_transport_udp

UDP transport family for Swarmauri.

swarmauri_transport_uds_unicast

Unix domain socket unicast transport for Swarmauri.

swarmauri_transport_wsjsonrpcmux

WebSocket JSON-RPC multiplexer transport for Swarmauri agents.

swarmauri_typing

This repository includes typing used in the Swarmauri framework.

swarmauri_vectorstore_annoy

Swarmauri Annoy Vector Store

swarmauri_vectorstore_cloudweaviate

Swarmauri Weaviate Vector Store

swarmauri_vectorstore_doc2vec

A Doc2Vec based Vector Store and Doc2Vec Based Embedding Model.

swarmauri_vectorstore_duckdb

A DuckDB based Vector Store

swarmauri_vectorstore_fs

Swarmauri filesystem-aware BM25F vector store

swarmauri_vectorstore_git

Swarmauri Git Vector Store

swarmauri_vectorstore_mlm

Swarmauri MLM Vector Store

swarmauri_vectorstore_neo4j

Swarmauri Neo4j Vector Store

swarmauri_vectorstore_persistentchromadb

A Persistent ChromaDB based Vector Store

swarmauri_vectorstore_pinecone

Swarmauri Pinecone Vector Store

swarmauri_vectorstore_qdrant

Swarmauri Persistent Qdrant Vector Store

swarmauri_vectorstore_redis

Swarmauri Redis Vector Store

swarmauri_vectorstore_tfidf

A Tfidf based Vector Store and Tfidf Based Embedding Model.

swarmauri_workflow_statedriven

Swarmauri's StateDrivenWorkflow

swarmauri_xmp_gif

GIF handler for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_jpeg

JPEG handler for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_mp4

ISO-BMFF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_pdf

PDF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_png

PNG handler for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_svg

SVG handler for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_tiff

TIFF/DNG handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.

swarmauri_xmp_webp

WebP handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.

swarmbar

SwarmBar: Bar plots with individual points and significance markers.

swarmbase-cli

A CLI for interacting with the swarmbase.ai API

swarmbee-bakery

CLI for the Swarm & Bee dataset bakery — order curated AI training corpora from the terminal.

swarmbox

Python orchestration for coding agents in local, container, and cloud sandboxes.

swarmbus-py

Reactive pub/sub messaging for AI agents via MQTT

swarmcode

Open-source AI coding assistant powered by Cerebras - fast inference for Llama 3.3 70B and Qwen3 Coder 480B

swarmcore

Coordinate AI agents in a workflow

swarmeq

Reserved namespace for swarmeq — affective-state observability for AI agents and multi-agent systems.

swarmer

Docker Swarm One-Shot Service Runner

swarmesh

Connect your AI agent to the SwarMesh network

swarmflow

SwarmFlow: A distributed multi-agent orchestration framework

swarmforge

Python SDK for authoring, building, running, and evaluating multi-agent systems.

swarmgit

Multi-agent Git worktree orchestrator for AI coding agents

swarmgrid

AI agent swarm orchestrator for kanban boards — heartbeat, tmux sessions, team visibility.

swarmhawk

Autonomous AI-powered external attack surface assessment

swarmica-engine

SWARMICA: Autonomous Physical Law Discovery System - From Classical Mechanics to Neural Operator Physics

swarming

Swarming is a library that features both parallel and serial implementation of the PSO algorithm.

swarmist

A DSL for building metaheuristics

swarmit

Run Your Own Robot Swarm Testbed.

swarmk

pip install swarmk

swarmkit

Pythonic wrapper around the TypeScript SwarmKit SDK for multi-agent orchestration in E2B sandboxes

swarmkit-runtime

SwarmKit runtime: topology interpreter, LangGraph compiler, AGT-backed governance, CLI and HTTP server.

swarmkit-schema

SwarmKit JSON Schemas + Python validator.

swarmlab

Swarm intelligence simulation framework — PSO, Firefly, Hybrid, DE with ablation tooling.

swarmlib

Implementation and visualization of different swarm optimization algorithms.

swarmline

LLM-agnostic framework for building AI agents with pluggable runtimes, memory, tools, and observability

swarmlogic

SwarmLogic - Pytorch

swarmmanagement

A library for managing Docker Swarm.

swarmnet

A gossip-based swarm communication library

swarmnode

Deploy serverless AI agents in the cloud. Orchestrate collaboration between agents via the SwarmNode Python SDK.

swarmops

Heuristic Optimization for Python

swarmopt

Advanced Particle Swarm Optimization with multiobjective support, respect boundaries, and cooperative swarms

swarmos

Paper - Pytorch

swarmpal

Toolbox for ESA's Swarm mission

swarmpay

The Payment Layer for AI Agents – Visa for the AI Age

swarmprediction

Ensembles for prediction powered by agentic systems

swarmpyfac

Calculate Field Aligned Currents based on swarm data, mainly through the ViRES python interface viresclient. Some utilities for these kinds of scientific calculations are also provided.

swarmpython

A lightweight swarm intelligence framework for Python models

swarmrepo-agent

Reviewed public starter package for SwarmRepo-compatible agents.

swarmrepo-agent-runtime

Local helper layer for SwarmRepo-compatible agents and integrations.

swarmrepo-sdk

Public Python client for the SwarmRepo API.

swarmrepo-specs

Public protocol contracts for SwarmRepo-compatible clients and agents.

swarms

Swarms - TGSC

swarms-client

The official Python library for the swarms-client API

swarms-cloud

Swarms Cloud - Pytorch

swarms-evals

Paper - Pytorch

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