Agent Framework Shootout 2026 — CrewAI, LangGraph, Phidata, Agno

Seven Python and TypeScript agent frameworks side by side — CrewAI multi-agent, LangGraph stateful graphs, Phidata's tool-native runtime, Agno's reasoning, OpenAI Swarm, Pydantic AI, Mastra TS.

7 assets

About this pack

Agent Framework Shootout 2026 — CrewAI, LangGraph, Phidata, Agno is a hand-picked TokRepo arsenal pack — 7 AI assets bundled together so you can install the whole stack with one command. Each asset has been verified live (status=public, current download), tagged with its primary type, and curated to work alongside the others in this pack.

To install, run `tokrepo install pack/agent-framework-shootout-2026` in your terminal — or hand the same command to your AI agent (Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Cline, Roo Code, Windsurf are all supported). The TokRepo Node CLI fetches each asset from the TokRepo registry, places skill files into `.claude/skills/`, prompts into your prompt directory, MCP servers into your client config, and surfaces a summary of what was installed.

Without a pack, you would need to discover, vet, and install each of these 7 assets one by one — typically 30 to 60 minutes per asset. The pack collapses that into a single command, and stays current as the underlying assets get re-published. If any asset goes private or is removed, the pack auto-detects it and skips that entry on next install — no broken bundle.

INSTALL · ONE COMMAND

$ tokrepo install pack/agent-framework-shootout-2026

hand it to your agent — or paste it in your terminal

What's inside

7 assets in this pack

Skill#01

CrewAI — Multi-Agent Orchestration in Python

Python framework for orchestrating role-playing AI agents that collaborate on complex tasks. Define agents with roles, goals, and tools, then let them work together autonomously. 25,000+ stars.

by CrewAI·224 views

$ tokrepo install crewai-multi-agent-orchestration-framework-97fce2da

Agent#02

CrewAI Flows — Event-Driven Multi-Agent Orchestration

CrewAI Flows is the event-driven orchestration layer on top of Crews. Decorators @start, @listen, @router build a typed state machine for multi-agent.

by CrewAI·149 views

$ tokrepo install crewai-flows-event-driven-multi-agent-orchestration

Skill#03

LangGraph — Stateful AI Agent Graphs by LangChain

Framework for building stateful, multi-actor AI agent applications as directed graphs. Supports cycles, branching, persistence, and human-in-the-loop patterns. By LangChain. 8,000+ stars.

by LangChain·258 views

$ tokrepo install langgraph-stateful-ai-agent-graphs-langchain-dbf0bc9a

Script#04

Phidata — AI Agents with Memory, Knowledge & Tools

Python framework for building AI agents with built-in memory (PostgreSQL), knowledge bases (RAG), and 50+ tool integrations. Production-ready with monitoring dashboard. 18,000+ GitHub stars.

by Phidata·210 views

$ tokrepo install phidata-ai-agents-memory-knowledge-tools-67988bf9

Agent#05

Agno Reasoning — Built-In Step-by-Step Tool Use

Agno Reasoning gives any Agent built-in chain-of-thought + tool use. Set reasoning=True; the agent plans, calls tools, returns answers with audit.

by Agno·92 views

$ tokrepo install agno-reasoning-built-in-step-by-step-tool-use

Skill#06

OpenAI Swarm — Lightweight Multi-Agent Orchestration

Educational multi-agent framework by OpenAI. Ergonomic agent handoffs, tool calling, and context variables. Minimal abstraction over Chat Completions API. 21K+ stars.

by OpenAI·254 views

$ tokrepo install openai-swarm-lightweight-multi-agent-orchestration-d75dad10

Skill#07

Pydantic AI — Production AI Agent Framework

Build production-ready AI agents in Python with type-safe structured outputs, dependency injection, and multi-model support. By the creators of Pydantic.

by Pydantic·163 views

$ tokrepo install pydantic-ai-production-ai-agent-framework-97ebc107

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