Agent frameworks (no first-party memory layer)
39 systems in the agent frameworks (no first-party memory layer) category of the AI Agent Infrastructure Landscape, grouped by maturity tier.
Tier 1 — battle-tested (17)
- Anthropic Computer Use Beta agent capability for Claude
Claude 3.5 Sonnet's beta capability for controlling a computer (mouse, keyboard, screen). Frame for browser-agent and OS-agent products built on Claude.
- AutoGen / AG2 Multi-agent conversation framework
Originally Microsoft Research's multi-agent framework — fork branded AG2 (2024-10) led by community. Memory is one optional component (AutoGen Memory cross-listed).
- Cline (framework) Autonomous VS Code coding agent
Open-source autonomous coding agent for VS Code — terminal + browser + edit operations; uses Anthropic Computer Use style flow.
- Continue.dev (framework) Open coding assistant
Open-source AI coding assistant — VS Code / JetBrains; configure-your-own-models. Existing Continue-rules row covers file-backed memory; this row covers the framework.
- CrewAI Multi-agent orchestration
Multi-agent framework — Crews (sequential) + Flows (event-driven). Open-source core + CrewAI Enterprise. Memory available via Mem0 / Letta adapters (CrewAI Memory cross-listed).
- Haystack (framework) deepset's LLM framework
deepset's open-source framework for LLM/RAG/agent apps — Pipelines abstraction; deepset Cloud commercial. Memory is a downstream connector.
- Inngest Event-driven durable workflows
Event-driven durable workflow platform — competes with Temporal for the JS/TS/Python crowd. Inngest AgentKit (memory cross-listed) is the agent extension.
- LangChain (framework) LLM orchestration framework
Dominant Python/JS framework for LLM apps — tool calling, agents, retrievers, runnables. Memory is one component (LangMem cross-listed); the framework itself is the product.
- LangGraph (orchestration) Stateful agent graph runtime
LangChain's stateful graph runtime for agents — explicit state, persistence, time-travel debugging, human-in-the-loop. Memory is one persistence target (LangGraph Persistence cross-listed).
- LlamaIndex (framework) Data framework for LLM apps
Data framework for LLM apps — connectors, indices, query engines, agents, workflows. Memory is one of many subsystems (LlamaIndex Memory cross-listed).
- MCP Servers (Reference) Reference MCP server collection
Anthropic-led collection of reference Model Context Protocol servers (filesystem, GitHub, Slack, etc.) — substrate beneath the entire MCP-memory ecosystem (Cipher, Memobase, etc.).
- Microsoft Semantic Kernel C#/Python/Java agent framework
Microsoft's enterprise-focused agent framework — multi-language (C#, Python, Java); Plugins / Planners / Memory; integrates with Azure AI / Foundry.
- Model Context Protocol (MCP spec) Open protocol for LLM-tool I/O
Anthropic-introduced open protocol (Nov 2024) for connecting LLMs to data sources and tools. Now standard across Anthropic, OpenAI, Microsoft, Cursor, Continue, IDEs, etc.
- n8n (AI agent flows) Workflow automation + AI nodes
Open-source workflow automation platform with first-class AI Agent / LangChain / Memory / Tool nodes — fastest-growing workflow tool in the AI era.
- OpenAI Agents SDK OpenAI's official agent framework
OpenAI's official Python framework for agents — handoffs, guardrails, tracing built in. Successor to OpenAI Swarm (experimental); officially supported.
- Temporal Durable execution platform
Durable-execution platform — Workflows-as-code with crash safety. Used as agent-orchestration backbone at Stripe, Snap, Coinbase, OpenAI Stargate.
- Vercel AI SDK TypeScript LLM toolkit
Vercel's TypeScript LLM SDK — streaming, tool calls, structured outputs, agents. Dominant framework for Next.js LLM apps.
Tier 2 — production-ready (11)
- Agent2Agent Protocol (A2A) Open agent-to-agent protocol
Google-led open protocol for agent-to-agent collaboration (April 2025) — agent cards, RPCs, server-sent events. Partner companies: Atlassian, MongoDB, Salesforce, ServiceNow, etc.
- AutoGPT Autonomous task agent (origin)
The first viral autonomous agent demo (March 2023) — GPT-4 + memory + tool use + self-direction. Significant Gravitas raised $12M to commercialise the AutoGPT Platform.
- BabyAGI Task-loop agent (origin)
Yohei Nakajima's iconic spring-2023 task-list agent loop — Pinecone-backed memory, OpenAI for execution; ~150 LOC. Influence-disproportionate-to-code.
- Composio Tool/auth platform for agents
Authentication and tool-execution platform for AI agents — 100+ apps with OAuth handled, function-call schemas, observability.
- Eliza (ai16z) Web3-flavoured agent framework
ai16z's TypeScript agent framework popularised in the crypto/Web3 agent space — multi-platform (Discord, X, Telegram). Brand evolved into elizaOS.
- Mastra TypeScript agent framework
TypeScript-first agent framework — Workflows, Agents, RAG, eval. Built by the Gatsby team. YC W25.
- MetaGPT Software-company multi-agent
Multi-agent framework simulating a software company (PM, Architect, Engineer, QA). Famous for its software-development-via-multi-agent demo.
- OpenDevin / OpenHands Open-source SWE agent
Open-source SWE agent platform (renamed from OpenDevin to OpenHands). All Hands AI raised $5M; widely used as the OSS counterpart to Devin.
- Pydantic-AI Type-safe LLM agent framework
Pydantic team's agent framework — type-safe agent definitions, structured outputs, tool calls validated by Pydantic schemas.
- smolagents (Hugging Face) Minimal code-agent framework
Hugging Face's minimal agent library — emphasises code-execution agents (agent writes Python, runs it) over JSON tool-calling. Library is intentionally ~1k LOC.
- Trigger.dev Long-running JS jobs
Open-source JS/TS background-jobs platform — long-running, retries, observability. Trigger.dev v3 (2024) added 'tasks' abstraction for agent workflows.
Tier 3 — emerging (10)
- Agency Swarm OpenAI-Assistants-based multi-agent
Agent framework built on OpenAI Assistants API — agencies (roles + comm flow); replaced after Assistants v2 changes.
- AGNTCY (Internet of Agents) Cisco-LangChain agent-mesh protocols
Cisco + LangChain-led 'Internet of Agents' collective — open standards for discovery, messaging, observability of agent networks.
- Arcade.dev OAuth + tools for agents
Authentication and tool platform for AI agents — fully-managed OAuth flows for LLMs to act on user accounts (Gmail, Slack, etc.).
- Burr (DAGWorks) State-machine agent framework
DAGWorks's state-machine framework for agents — state + actions + transitions; lightweight alternative to LangGraph.
- GPT Engineer Spec-to-codebase agent
One of the original 'agent writes a whole codebase from a prompt' demos — community-maintained; spawned the commercial Lovable (gptengineer.app).
- Magnetic-One Microsoft generalist multi-agent
Microsoft Research's generalist multi-agent system — Orchestrator + WebSurfer/FileSurfer/Coder/ComputerTerminal specialists. Built on AutoGen v0.4.
- Marvin Functional LLM toolkit (Prefect)
Prefect's LLM toolkit — turns Python functions into LLM-powered ones; structured outputs, classification, extraction. Replaced by Control Flow for agentic workflows in 2024.
- Phidata (now Agno) Multi-modal agent framework
Multi-modal agent framework (renamed from Phidata to Agno in 2025) — agents, memory, knowledge, tools; emphasis on multi-modal pipelines.
- Restate Durable execution platform
Durable-execution platform from ex-Confluent / Flink team — Restate Cloud + OSS server; emphasises low-latency invocation vs Temporal's polling.
- Strands Agents (AWS) AWS open agent framework
AWS-released open-source agent framework — released March 2025; model-driven, simple Agent abstraction. Predecessor of AWS Agent SDK / Bedrock AgentCore.
Tier 4 — early / experimental (1)
- OpenAI Swarm (deprecated) Experimental multi-agent recipe
OpenAI Swarm — experimental educational multi-agent framework released Oct 2024; deprecated in favour of the OpenAI Agents SDK in Mar 2025.