Python agents

squeezellm

Dead-simple, local-first, framework-agnostic agent observability. One decorator, one SQLite file, full tracing.

Drop-in middleware that gives AI agents hard spending limits, token budgets, circuit breakers, and real-time kill switches.

Skill Runtime Advisor — 让 AI Agent 知道自己有什么能力，以及什么时候该用什么能力。带守护进程、多 Agent 适配器、完整 CLI、消息前置推理中间件。

A library for easier langchain usage

A set of functions to better interact with openai.

Library for SRCDS

A Site Reliability Engineer AI agent that can monitor application and infrastructure logs, diagnose issues, and report on diagnostics.

LLM helpers for SRX services: ChatOpenAI wrapper, tool base, Tavily tool, OpenAI Batch API, and infrastructure-agnostic batch state management

A wrapper for ssh-add that checks whether a key has already been added to the SSH agent rather than prompting for the passphrase every time.

High-level SSH session management for AI agents

A Python keyring backend unlocked by ssh-agent signatures

set up a working ssh-agent and add keys for any subprocesses you want to run

SSH Agent MCP服务 - 支持SSH连接管理、命令执行和SFTP文件传输的完整MCP服务器

SSH Agent Authorization Proxy and Multiplexer

SAGE remote agent — receives and executes file transfer instructions from the platform

Drop-in agentic AI chat component for Streamlit — 12 tools, extended thinking, computer use, session persistence, subagents, and multi-provider LLM support.

A Streamlit component enabling LLM-driven semantic search and data retrieval.

A Streamlit chatbot app integrating Ollama LLMs

A Python package for connecting to OpenAI embedding models in Streamlit apps

Streamlit Component for handling local storage

Agent framework that builds evidence chains from Crash/ANR/OOM logs, auto-fixes Crash code, and plugs into test verification & bug trackers

StableOpenai is an enhanced framework for OpenAI, providing stable and efficient API request management. It allows the use of multiple API keys to increase request limits and ensures thread safety. The library features multi-key management, thread-safe operations for reliable requests in multi-threaded environments, and automatic fallback to alternate keys when API rate limits are reached. Ideal for developers looking to optimize interactions with OpenAI's services in robust, concurrent applications.

The standard for capable and reliable agents in production

Anthropic provider for Stache AI

Bedrock provider for Stache AI

Cohere provider for Stache AI

Ollama provider for Stache AI

Openai provider for Stache AI

StackOverflow-style GPT assistant for your terminal

An integration of STACKIT as a StackitChatGenerator

STACKIT Object Storage API

stagenth file-relay 的本地 stdio MCP 代理壳 (shim)，桥接到远端 HTTPS MCP 服务

Drop-in observability for LangGraph and CrewAI — captures every run, node, tool call, token count, prompt, and response into MongoDB, PostgreSQL, or any OpenTelemetry-compatible collector

A Linux command generator and assistant using OpenAI GPT-3.5-turbo

Classify stances of entities related to a statement in German or English text using large language models (LLMs)

A simple, modular library for building AI agents—with a composable core and plug‑in components.

use llm to clean data for start ai

Starfish SDK

A powerful Python ADK for building model agnostic AI agents

AI-assisted software development with a sci-fi inspired interface

STAT: Spatial Transcriptomics Analytical agenT - AI-powered platform for spatial omics analysis

CLI-native Stata integration for AI agents. Run code, inspect data, retrieve results, export graphs, and test do-files.

A library for building reliable, state-driven LLM workflows using the State+CRUD pattern

Versioned memory and state management for AI agents. Git-like history over event-sourced memory units.

AutoGeneS (Theis Lab) - packaging compatibility fork for pip>=24.1

Production-ready RL framework for training multi-turn conversational AI agents using GRPO and GSPO

Statistics and data analysis toolkit

Flexible requests for Internal Status Page API applications

Python SDK for the Gum Memory API.

The fastest way to deploy a production langchain API.

Steerable harness helpers for Python

Steerable protocol schemas for Python

Steerable agent runtime: LLM, tool, storage, and transport adapters.

Pluggable async storage backends for Python projects

STELLA: Self-Evolving Multimodal Agents for Biomedical Research

Claude Code plugins for autonomous development workflows

Steward — Autonomous Superagent Engine (Sankhya-25 Architecture)

Stigmergy pressure-field scheduling adapter for AutoGen

Stigmergy pressure-field scheduling adapter for CrewAI

Stigmergy pressure-field scheduling adapter for LangGraph

An agent that allows interactions with the .stignore file on a machine

Agent package for communicating with Stirling PDF via REST APIs.

Local Stitchflow daemon for browser automation tasks and data sync

StitchLab agent core application

STOA Agent — a chamber of six personas + one dispatcher. Local-first, bring-your-own-key, no subscription, no lock-in. See ATTRIBUTION.md for upstream lineage.

A configuration-driven stock data storage framework

Record, mock, and test HTTP(s) requests. CLI agent for Stoobly

Libraries to interact with Enterprise Storage Arrays, FC Switches and Servers.

Unified object storage helpers for Alibaba OSS and S3-compatible backends

A Python package for managing storage

Easy to work with Google Cloud Platform Storage Bucket wrapper

High-performance encrypted file uploader for Storage Buckets

Storage Cache

Python SDK for interacting with the Storage API

Helpful context managers for managing decryption and mounts of storage devices

Git-based change detection for folders

soon

Abstract classes for representing storage-related objects

Python bindings for storage-layout-extractor - EVM bytecode storage layout analysis

Cross-platform storage leak diff detector — find what's eating your disk

PyPI Package for Circles Storage functions

Storage - a load-balanced storage manager

Gymnasium environments for simulating energy nodes with battery energy storage systems

Project Description

Python for using in-memory storage with ORM

Rasa Storage Script

Storage Service is a Django + DRF package that help to work with model.

A AWS utility package

Discrete Event Simulator for Energy Storage Evaluation

Package for manager files in differents storages

Make it easy to work with local or cloud storage as part of a data science workflow

Scan file-system storage, record results in a database, and serve a live web UI.

Blob storage utilities

Premium High-performance object storage client library for Python.

Supabase Storage client for Python.

A CLI tool for creating and submitting SciCat dataset entries

Provisions storage on pluggable backends, such as AWS S3.