AI agent tools for aiagents
Short answer: Our top pick for aiagents: Composio, with the highest AgentPick Score (87/100) among tools tagged "aiagents". Runners-up: PraisonAI (81) and ag2 (80). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | Composio | Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn inten… | 87/100 | ★ 31k | MIT | 14 Oct 2026 |
| #2 | PraisonAI | PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and e… | 81/100 | ★ 9.2k | MIT | 14 Oct 2026 |
| #3 | ag2 | AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x | 80/100 | ★ 5k | Apache-2.0 | 14 Oct 2026 |
| #4 | corsair | Connect your users to their apps | 57/100 | ★ 14k | See repo | 14 Oct 2026 |
| #5 | julep | Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step. | 53/100 | ★ 6.6k | Apache-2.0 | 6 Aug 2026 |
| #6 | golf | Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Run… | 48/100 | ★ 840 | Apache-2.0 | 9 Sept 2026 |
| #7 | PocketFlow | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 47/100 | ★ 11k | MIT | 26 Jul 2026 |
| #8 | AI-Agents-Projects-Tutorials | Multi-agent systems, memory, planning, reasoning loops | 42/100 | ★ 2.9k | See repo | 13 Oct 2026 |
| #9 | open-claude-cowork | Open Source version of Claude Cowork with 500+ SaaS app integrations | 32/100 | ★ 4.3k | MIT | 23 May 2026 |
| #10 | xpander.ai | xpander.ai is the runtime and control plane to build, run, and ship reliable AI agents fast and anywhere | 25/100 | ★ 868 | MIT | 11 Nov 2025 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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