Python agents

A Webhook publisher implementation for Swarmauri.

Certificate authority style signer for Swarmauri envelopes

CMS signer stub registered on the Swarmauri SigningBase registry

DPoP signer/verifier for Swarmauri

Composable DSSE envelope adapter that layers Pre-Authentication Encoding onto Swarmauri signing providers

ECDSA-based signer for Swarmauri

Ed25519-based signer for Swarmauri

HMAC-based signer for Swarmauri

Composite JWS signer/verifier for Swarmauri

OpenPGP signer stub registered on the Swarmauri SigningBase registry

PDF signer built atop the Swarmauri CMS implementation

PEP 458 compatible detached signing provider for Swarmauri

OpenPGP envelope signer for Swarmauri

RSA-based signer for Swarmauri

secp256k1-based signer for Swarmauri

AWS Signature Version 4 signer for Swarmauri

OpenSSH-based signer for Swarmauri

XML Digital Signature implementation for the Swarmauri SigningBase registry

This repository includes standard components within the Swarmauri framework.

Swarmauri Community Clipboard State

Filesystem storage adapter for Peagen

GitHub storage adapter stub for Peagen

GitHub Release storage adapter for Peagen

In-memory storage adapter for SwarmauriSDK

MinIO storage adapter for SwarmauriSDK

Pytest plugin that turns Griffe inspection warnings into failing quality gates for Swarmauri packages.

Pytest plugin enforcing line count limits

Pytest plugin reporting dependency licenses

Pytest plugin that executes README code examples.

Algorithm-routing token service for Swarmauri

DPoP-bound JWT token service for Swarmauri

OAuth 2.0 Token Introspection service for Swarmauri

JWT token service for Swarmauri

PASETO v4 token service for Swarmauri

Remote OIDC token verification service

Rotating JWT token service for Swarmauri

OpenSSH certificate token service for Swarmauri

SSH signature token service for Swarmauri

mTLS-bound JWT token service for Swarmauri

Swarmauri Community Captcha Generator Tool

Execute commands in Docker or Kubernetes containers.

Create GitHub pull requests from containers.

Create a new Docker or Kubernetes session.

Swarmauri Community Dale-Chall Readability Tool

Swarmauri Community Download PDF Tool

Swarmauri Community Entity Recognition Tool

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

Load YAML-defined components directly from GitHub repositories.

Load components from a YAML manifest over HTTP.

A tool designed to clear all outputs from a Jupyter Notebook using nbconvert’s ClearOutputPreprocessor, preparing the notebook for sharing or version control.

A tool designed to display rich media and object representations in a Jupyter Notebook using IPython's display functionality.

A tool designed to render HTML content within a Jupyter Notebook using IPython's HTML display method.

A tool that programmatically executes and converts a Jupyter Notebook using nbconvert's CLI functionality, enabling automated notebook execution and format conversion.

A tool designed to execute a single code cell in a running Jupyter kernel using jupyter_client, capturing its output and errors.

A tool designed to execute all cells in a Jupyter Notebook using nbconvert’s ExecutePreprocessor, capturing outputs for testing and reporting.

A tool designed to execute parameterized notebooks using papermill, allowing dynamic input and output capture for automated workflows.

A tool that exports a Jupyter Notebook to HTML format using nbconvert’s HTMLExporter, enabling web-based presentation of notebooks.

A tool that exports a Jupyter Notebook to LaTeX format using nbconvert’s LatexExporter, enabling further conversion to PDF.

A Swarmauri tool designed to export Jupyter Notebooks to Markdown.

A tool that exports a Jupyter Notebook to a Python script using nbconvert’s PythonExporter, facilitating code extraction.

A tool that converts a plain dictionary into a NotebookNode object using nbformat, facilitating programmatic notebook creation.

A tool designed to retrieve messages from the IOPub channel of a Jupyter kernel using jupyter_client, capturing cell outputs and logs.

A tool designed to retrieve shell messages from a running Jupyter kernel using jupyter_client, useful for debugging execution responses.

A tool that reads a Jupyter Notebook file using nbformat, converting the JSON file into a NotebookNode object.

A tool designed to execute a single code cell in an IPython interactive shell, mimicking notebook cell execution.

A tool designed to shut down a running Jupyter kernel programmatically using jupyter_client, releasing all associated resources.

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