“Python”

Typed Python SDK for building agents with swappable model providers, plus optional capabilities for memory, sub-agents, planning and durable execution.

Python framework for multi-agent teams and workflows, with a CLI and Docker, MCP and A2A deployment options.

Open-source Python framework for real-time voice and multimodal agents, built from composable pipelines with handoffs between specialist agents.

DSPy-style toolkit for typed LLM signatures, agents and flows, TypeScript-first with Python, Java, C++, Go and Rust libraries.

Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.

Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.

Open-source Python framework for multi-agent workflows, with role-based Crews and event-driven Flows.

Open-source framework that routes each user query to one of several AI agents, with Python, TypeScript and Swift runtimes.

Python agent framework from Alibaba that lets the model drive tool use, with team pipelines, MCP, agent skills, A2A, memory and tracing.

Python runtime and framework for long-running agents, with durable sessions, approvals, spend caps and multi-agent collaboration.

Open-source Python framework for AI agents that cooperate on tasks, with human-in-the-loop workflows and multi-agent patterns.

All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents.

Python framework that models an application as a state machine, with a trace UI and persisted state.

Modular Python agent framework with a tool-calling loop, context management, retrieval, persistent memory and MCP tools.

Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.

Python and TypeScript SDK and REST Agent Server for building agents that work with code in local or containerized workspaces.

Archived Microsoft Python framework for multi-agent apps; Microsoft directs new users to Microsoft Agent Framework.

Open-source toolkit for building, evaluating and deploying agents in Python, TypeScript, Go, Java and Kotlin, tuned for Gemini but model-agnostic.

Python library for autonomous agents that run scheduled tasks and exchange messages on the Fetch.ai network.

Python framework and runtime for building agents, serving them over a REST API and MCP server, and managing them from a web control plane.

Open framework for building and hosting production-grade AI agents and multi-agent workflows in .NET and Python.

Lightweight Python agent framework for long-running tasks, with skills, sub-agents, A2A and ACP servers, and CLI, TUI and web front ends.

Python SDK for multi-agent workflows with handoffs, guardrails, sessions and built-in tracing, usable with OpenAI and other LLMs.

Open-source Python framework for multi-agent systems: agent societies, memory, RAG, code interpreters, synthetic data and large-scale simulation.