Python agents

Crash reporting for AI agents. Catch failures before your users do.

Real-time cost monitoring for AI agent deployments across LLM providers

A library for managing state machines in AI agents

A comprehensive AI agent framework with memory, tool integration, visible reasoning, and enhanced output formatting with colors, animations, and syntax highlighting.

Production-grade ai-agent-task-force component

An easy to use framework for adding tool use to AI agents.

ACID transactions, time-travel debugging, and zero-cost Ghost Replay for AI agents. Rollback filesystem + state. Works with LangGraph, CrewAI, or raw Python.

Multi-agent AI system for video transcription using OpenAI Whisper, ChromaDB, and AutoGen

A Python library for Agent-to-Agent communication

Offline AI agent bill of materials and attack surface scanner

Security monitor for AI coding agents — detect hook RCE, MCP poisoning, and API key theft before they execute

A web GUI to visually build AI agents and workflows using local LLMs and MCP tool servers

Lint AI coding agent git diffs using static analysis.

Python SDK for AIAgentree — trace, audit, and govern AI agent decisions

Generate AGENTS.md rules from agent failure logs

An Open-source Framework for Autonomous Language Agents

AI Agents Frameworks AI Agent Directory to Host All AI Agents Frameworks related AI Agents Services, Community, Reviews and More.

CLI for tracking AI agent task metrics: token cost, retry pressure, and outcome quality.

A lightweight and extensible agent framework for LLM-powered automation.

A recursive, functional, and state-isolated Multi-Agent Framework.

Semantic Kernel plugins for AI agents: File I/O, Excel, Word, PowerPoint, PDF, CSV, Web scraping, and Shell commands

The accountability layer for AI agents — trace, explain, and circuit-break multi-agent pipelines.

🤖 AI Bot Agent - Intelligent command line assistant with chat, code generation, file analysis, and web search capabilities

AI-powered CLI assistant with Gemini LLM command generation and human confirmation

An AI agent that automatically detects, diagnoses, and fixes bugs in Python scripts.

Production-grade AI code review agent with multi-language support

Add your description here

LLM Backend for AI Companion

AI Docs Agent AI Agent Directory to Host All AI Docs Agent related AI Agents Services, Community, Reviews and More.

A high-throughput and memory-efficient inference and serving engine for LLMs

AI Agent simplifies the implementation and use of generative AI with LangChain.

AI Gadget Agent AI Agent Directory to Host All AI Gadget Agent related AI Agents Services, Community, Reviews and More.

A simple package for scraping websites and generating responses using Google's Generative AI.

模块化 AI Agent 框架，基于 LangChain / LangGraph

AI Intervention Agent: MCP server enabling real-time user intervention in AI-assisted development workflows.

AI Intervention Agent: MCP server enabling real-time user intervention in AI-assisted development workflows.

Simple and lightweight Python wrapper for Llama AI API

Intelligent routing of LLM API calls across multiple providers with automatic fallbacks, cost optimization, and monitoring

Codex/Claude-backed text transformation and Kokoro TTS command-line tools.

SDK for AI Network P2P file sharing system

AI Personal Agent SDK for automation with OpenAI, Zapier, and security features

A comprehensive, professional-grade agentic Retrieval-Augmented Generation (RAG) library — core building blocks for building RAG applications

Local knowledge base CLI with vector + keyword hybrid search and MCP support

Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI

Enterprise RAG system for knowledge management

AI-powered CV screening CLI — ranks candidates against a Job Description using Google Gemini and pushes results to Notion

Common ai agent utilities and services for IDC Family Safety automation (agents, services, integrations, utils).

Automate & accelerate AI research with Python! Focus on experiments, not setup, with smart topic planning, multi-source retrieval, and automated report generation.

AI Security Agent AI Agent Directory to Host All AI Security Agent related AI Agents Services, Community, Reviews and More.

AI agent in your Terminal / CMD / Console - an AI application that helps perform tasks by writing and executing terminal commands with user supervision and by answering questions.

AI Shopping Agent AI Agent Directory to Host All AI Shopping Agent related AI Agents Services, Community, Reviews and More.

This is a framework for a multi-agent system

AI-powered test automation agent

AI-powered testing swarm

Automatic and optimized RAG Pattern generator

AI4Science Agent AI Agent Directory to Host All AI4Science Agent related AI Agents Services, Community, Reviews and More.

AI-powered CLI agent for codebase analysis and documentation generation using Databricks AI models

A Python SDK for monetizing AI/autonomous agents with subscription and pay-per-use models

Runner for AI Agent PM - executes tasks via MCP and CLI

A Python package for easily interacting with various AI services.

A general-purpose multi-agent orchestration framework.

CLI tool for running and managing AI Agents

A lightweight and extensible agent framework for LLM-powered automation.

AI Agents for drug discovery, drug development, and other pharmaceutical R&D.

AI Agents for drug discovery, drug development, and other pharmaceutical R&D.

AI Agents for drug discovery, drug development, and other pharmaceutical R&D..

AI Agents for drug discovery, drug development, and other pharmaceutical R&D.

AgentsUI - UI Components for AI Agents

AIAgentUI - UI Components for AI Agents

An integration package connecting OpenAI and Aibaba AI

llmserver_call

A multi-agent AI system for biomedical imaging research with RAG, image analysis, and paper review

This is a heuristic agent for AICA challenge 1

A wrapper for OpenAI utilities

A minimal, generic client for AI models (OpenAI, Anthropic, Google, xAI) with middleware support.

Agentic RAG MCP Server — persistent semantic memory over private data

An extension for using Gemini with aiconfig

An extension for using the Groq client wrapper with AIConfig.

Model Parser extension for Llama

An extension for using LLama Guard with aiconfig

bkaidev agent builder

Package implementing adapter from DIAL Chat Completions API to Anthropic API

Utilities for integration of AI DIAL API with Langchain library

Library for RAG evaluation

Helper modules for Vector Institute AI Engineering Agents Bootcamp implementations

Agentic AI Evaluation reference implementation from Vector Institute AI Engineering

Helper modules for AI Engineering RAG Bootcamp reference implementations

Unified agent-economy SDK for autonomous AI agents — chain-opaque AiFinPayAgent surface (call/balance/verify) over Polygon and Solana execution environments. Non-custodial, x402-native.

AiGentsy Settlement Protocol nodes for LangGraph

Python βιβλιοθήκη για επικοινωνία με το OpenAI API μέσω requests

A Flask-based model training application with authentication.

RAG知识库检索增强生成系统 - MCP服务器

AIH Agentic RAG framework - Coming soon. Part of the AIH-Infra ecosystem.