AI agent tools for AutoGen
Short answer: Our top pick for AutoGen: mcp-memory-service, with the highest AgentPick Score (72/100) among tools tagged "autogen". Runners-up: testzeus-hercules (61) and DashClaw (61). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 72/100 | ★ 2k | Apache-2.0 | 14 Oct 2026 |
| #2 | testzeus-hercules | Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maint… | 61/100 | ★ 1.2k | AGPL-3.0 | 14 Oct 2026 |
| #3 | DashClaw | Remote approvals, policy checks, and execution evidence for unattended AI agents. | 61/100 | ★ 312 | MIT | 14 Oct 2026 |
| #4 | autogen | A programming framework for agentic AI | 47/100 | ★ 61k | CC-BY-4.0 | 15 Apr 2026 |
| #5 | AI-Gateway | Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀 | 43/100 | ★ 996 | MIT | 16 Sept 2026 |
| #6 | agentops | Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, … | 41/100 | ★ 5.9k | MIT | 25 Jun 2026 |
| #7 | Autono | A ReAct-Based Highly Robust Autonomous Agent (Harness) Framework. | 21/100 | ★ 213 | GPL-3.0 | 23 Jun 2026 |
| #8 | oreilly-ai-agents | An introduction to the world of AI Agents | 18/100 | ★ 321 | See repo | 10 Jul 2026 |
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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