Python agents

Autonomous Server Cybersecurity Expert Bot - monitors hosts and containers, detects risks, recommends and executes safe remediation

Public Preview - OpenShell + AgentMesh governance skill

Define AI agent teams in YAML — cheap models do bulk work, expensive models make decisions

The Unkillable, Local-First AI Agent Operating System.

OpenTelemetry instrumentation for the Anthropic Claude Agent SDK

OpenTelemetry Anthropic instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Cohere instrumentation

OpenTelemetry Haystack instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry LlamaIndex instrumentation

OpenTelemetry Mistral AI instrumentation

OpenTelemetry Ollama instrumentation

OpenTelemetry OpenAI instrumentation

Instruments Anthropic client for OpenTelemetry

OpenTelemetry openai instrumentation

OpenTelemetry Anthropic instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Cohere instrumentation

OpenTelemetry crewAI instrumentation

OpenTelemetry Groq instrumentation

OpenTelemetry Haystack instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry langchain_openai.embeddings instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry LlamaIndex instrumentation

OpenTelemetry Mistral AI instrumentation

OpenTelemetry Ollama instrumentation

OpenTelemetry OpenAI instrumentation

OpenTelemetry OpenAI Agents instrumentation

OpenTelemetry OpenAI Agents instrumentation (barebones)

OpenTelemetry OpenAI instrumentation

OpenTelemetry Official OpenAI instrumentation

OpenTelemetry langchain_openai.embeddings instrumentation

OpenTelemetry Semantic Conventions Extension for Large Language Models

OpenTestFactory Orchestrator Agent

OpenTestFactory Orchestrator Agent

OpenTestFactory Orchestrator Agent Operator

OpenThaiGPT focuses on developing a Thai Chatbot system to have capabilities equivalent to ChatGPT, as well as being able to connect to external systems and be able to retrieve data flexibly. Easily expandable and customizable and developed into Free open source software for everyone.

OpenAI Compatible API Server using OpenVINO GenAI

Dynamic, highly customizable language agents framework

OperaGx webdriver with cdc patch.

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

Reliability primitives for LangGraph — certified stagnation and integrity gates, backed by the Operon categorical framework.

langchain for OpenPlugin

Opper-based agent workflows SDK

Monitoring client based on OpsMgr

Groq provider for opsmate

An optimizing inference proxy for LLMs.

A lightweight Python library to optimize functions using OpenAI's GPT model

A document compression and optimization library using Groq LLMs and LangChain

Component to embed strings and Documents using models loaded with the HuggingFace Optimum library. This component is designed to seamlessly inference models using the high speed ONNX runtime.

AI Agent system for OptiProfiler — advisor, debugger, and results interpreter. CLI: opagent (recommended) or optiprofiler-agent.

This is a python package for optisherpa, its a small collection of autonomous agents

It helps optuna to use Firestore as a backend DB.

Base framework for Opus AI Agents

Supercharge your projects with LLMs. No API keys required.

Supercharge your projects with LLMs. No API keys required.

Oracle AI Vector Search DocumentStore integration for Haystack

Production RAG system with multi-agent reasoning, knowledge graph, and hybrid search for Oracle DB 26ai

OCI Compute Instance Agent MCP Server

OCI File Storage MCP server

OCI Management Agent MCP server

OCI Object Storage Service MCP server

OCI Oracle Cloud Agent MCP server

Python client library for Oracle AI Database Agent Memory

Agent Supervisor for AI coding agents — a state-aware cockpit for managing multiple Claude Code, Codex, and Shell sessions in parallel.

AI marketing agent for OSS founders — auto-generate and distribute project content across X, Reddit, LinkedIn, and more. v0.21.0 adds viral_patterns module — BuzzPlay 5-part recruit invite, negative-space positioning, wave-borrow narrative timing, casual_humanizer_zh, and lint_draft anti-AI-cringe linter.

Multi-tool MCP integration for Claude

Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.

Bridge between MCP protocol and LLM clients

MCP (Model context protocol) server with LLMling backend

A collection of Orange3 widgets that leverage Ollama to perform various data mining tasks

LLM agent harness with graph-based bidirectional communication

The storage plugin to cache webservice results.

The csv_result_list storage plugin for Orbis

The storage plugin to export Orbis results into different formats.

The html_pages storage plugin for Orbis

The single_view storage plugin for Orbis

One-line observability + intelligent LLM routing for Python agents.

A production-ready Python SDK for running paid AI agents on your marketplace

Runtime for executing reusable AI agent skills and capability bindings

CLI for interacting with orcaagent API

Python SDK for the Orchagent API

CLI for the Orchagent API

SDK for building orchagent agents - enables agent-to-agent calls with local execution support

High-performance LLM runtime for Apple Silicon

AI Agent 流水线编排引擎（Temporal + 自研 DSL + MCP）

Reduce AI orchestration costs by 85% with semantic caching

Plug-and-play LLM token/cost tracking SDK with multiple sinks and audit metadata

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

Multi-agent orchestrator skill for Claude Code

ChromaDB vector-backend plugin for the Orchid AI framework

Qdrant vector and doc-store backend for the Orchid AI framework

PostgreSQL storage backend plugin for the Orchid AI framework

基于 AutoGLM 的智能外卖比价 Agent

A tiny GPT CLI tool