Source
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
A tool designed to start a new Jupyter kernel programmatically using jupyter_client, enabling execution of notebook cells.
A tool that validates a NotebookNode object against the Jupyter Notebook schema using nbformat, ensuring structural correctness.
A tool that writes a NotebookNode object to a file in JSON format, preserving the notebook structure.
Lexical Density Tool for Swarmauri.
Matplotlib tool for Swarmauri.
Swarmauri Psutil Tool.
Swarmauri QR Code Generator Tool.
A tool for searching a specific word or phrase in a file.
This repository includes an example of a First Class Swarmauri Example.
Sentiment Analysis Tool
Swarmauri Smog Index Tool.
Text Length Tool for Swarmauri
Web Scraping Tool for Swarmauri
Zapier Hook Tool
Toolkit bundling container management tools.
Github Toolkit
A unified toolkit for aggregating standalone jupyter notebook tools.
Runtime toolkit for explicit-parameter registration, inspection, replacement, listing, and removal of Swarmauri tools during agent execution.
ASGI transport runner for Swarmauri components using Uvicorn.
HTTP/2 transport adapter built on the Swarmauri H2 mux.
Core HTTP/2 multiplexer transport for Swarmauri agents.
Client transport for Swarmauri agents targeting mesh sidecar proxies.
Mutual TLS transport utilities for Swarmauri unicast channels.
QUIC multiplex transport skeleton for Swarmauri.
Server-Sent Events broadcaster transport for Swarmauri agents.
SSH tunnel transport for forwarding Swarmauri traffic through bastions.
STDIO bridge transport for spawning Swarmauri-compatible subprocesses.
TLS / mTLS unicast transport for Swarmauri.
UDP transport family for Swarmauri.
Unix domain socket unicast transport for Swarmauri.
WebSocket JSON-RPC multiplexer transport for Swarmauri agents.
This repository includes typing used in the Swarmauri framework.
Swarmauri Annoy Vector Store
Swarmauri Weaviate Vector Store
A Doc2Vec based Vector Store and Doc2Vec Based Embedding Model.
A DuckDB based Vector Store
Swarmauri filesystem-aware BM25F vector store
Swarmauri Git Vector Store
Swarmauri MLM Vector Store
Swarmauri Neo4j Vector Store
A Persistent ChromaDB based Vector Store
Swarmauri Pinecone Vector Store
Swarmauri Persistent Qdrant Vector Store
Swarmauri Redis Vector Store
A Tfidf based Vector Store and Tfidf Based Embedding Model.
Swarmauri's StateDrivenWorkflow
GIF handler for embedding and extracting XMP packets in Swarmauri runtimes.
JPEG handler for embedding and extracting XMP packets in Swarmauri runtimes.
ISO-BMFF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PDF handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
PNG handler for embedding and extracting XMP packets in Swarmauri runtimes.
SVG handler for embedding and extracting XMP packets in Swarmauri runtimes.
TIFF/DNG handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
WebP handler scaffold for embedding and extracting XMP packets in Swarmauri runtimes.
SwarmBar: Bar plots with individual points and significance markers.
A CLI for interacting with the swarmbase.ai API
CLI for the Swarm & Bee dataset bakery — order curated AI training corpora from the terminal.
Python orchestration for coding agents in local, container, and cloud sandboxes.
Reactive pub/sub messaging for AI agents via MQTT
Open-source AI coding assistant powered by Cerebras - fast inference for Llama 3.3 70B and Qwen3 Coder 480B
Coordinate AI agents in a workflow
Reserved namespace for swarmeq — affective-state observability for AI agents and multi-agent systems.
Docker Swarm One-Shot Service Runner
Connect your AI agent to the SwarMesh network
SwarmFlow: A distributed multi-agent orchestration framework
Python SDK for authoring, building, running, and evaluating multi-agent systems.
Multi-agent Git worktree orchestrator for AI coding agents
AI agent swarm orchestrator for kanban boards — heartbeat, tmux sessions, team visibility.
Autonomous AI-powered external attack surface assessment
SWARMICA: Autonomous Physical Law Discovery System - From Classical Mechanics to Neural Operator Physics
Swarming is a library that features both parallel and serial implementation of the PSO algorithm.
A DSL for building metaheuristics
Run Your Own Robot Swarm Testbed.
pip install swarmk
Pythonic wrapper around the TypeScript SwarmKit SDK for multi-agent orchestration in E2B sandboxes
SwarmKit runtime: topology interpreter, LangGraph compiler, AGT-backed governance, CLI and HTTP server.
SwarmKit JSON Schemas + Python validator.
Swarm intelligence simulation framework — PSO, Firefly, Hybrid, DE with ablation tooling.
Implementation and visualization of different swarm optimization algorithms.
LLM-agnostic framework for building AI agents with pluggable runtimes, memory, tools, and observability
SwarmLogic - Pytorch
A library for managing Docker Swarm.
A gossip-based swarm communication library
Deploy serverless AI agents in the cloud. Orchestrate collaboration between agents via the SwarmNode Python SDK.
Heuristic Optimization for Python
Advanced Particle Swarm Optimization with multiobjective support, respect boundaries, and cooperative swarms
Paper - Pytorch
Toolbox for ESA's Swarm mission
The Payment Layer for AI Agents – Visa for the AI Age
Ensembles for prediction powered by agentic systems
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.
A lightweight swarm intelligence framework for Python models
Reviewed public starter package for SwarmRepo-compatible agents.
Local helper layer for SwarmRepo-compatible agents and integrations.
Public Python client for the SwarmRepo API.
Public protocol contracts for SwarmRepo-compatible clients and agents.
Swarms - TGSC
The official Python library for the swarms-client API
Swarms Cloud - Pytorch
Paper - Pytorch