ai-agent

NeMo-Agent-Toolkit: AI Team Optimization

Name: NeMo-Agent-Toolkit: AI Team Optimization
Author: NVIDIA

Connect and optimize AI agent teams with NeMo-Agent-Toolkit, an open-source library for startup founders, with 2.5k+ GitHub stars.

From the repo · “The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.”

2,666 stars+3★ this week800 forksPythonGuide quality 8/10 · reviewed Jul 2Updated 10/22/2026100% free · open source

What it does

The NeMo-Agent-Toolkit connects and optimizes teams of AI agents, allowing startup founders to efficiently manage and scale their AI workflows

When to use it

•You need to integrate multiple AI models into a single workflow
•You want to optimize the performance of your AI agent teams
•You're building a complex AI system that requires coordination between multiple agents

Ready-to-paste prompt

python examples/team.py --num_agents 5 --agent_type talkative --env_name cartpole

Heads up: Make sure you have the correct version of PyTorch installed, as NeMo-Agent-Toolkit is compatible with PyTorch 1.9 or later, and you may need to upgrade using `pip install torch==1.9.0`

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/nemo-agent-toolkit && curl -fsSL https://workflowstacks.com/api/skills/nemo-agent-toolkit/claude-skill -o ~/.claude/skills/nemo-agent-toolkit/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

99.3M

source size

Apache-2.0

license

Key files

.pre-commit-config.yaml

AGENTS.md

README.md

File tree

.cursor/

.github/

.tmp/

ci/

docker/

docs/

examples/

external/

packages/

scripts/

skills/

test_data/

.coderabbit.yaml

.dockerignore

.gitattributes

.gitignore

.gitlab-ci.yml

.gitmodules

.nspect-allowlist.toml

.pre-commit-config.yaml

.pytest.ini

.vale.ini

AGENTS.md

CHANGELOG.md

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/nemo-agent-toolkit && curl -fsSL https://workflowstacks.com/api/skills/nemo-agent-toolkit/claude-skill -o ~/.claude/skills/nemo-agent-toolkit/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

NVIDIA

Language

Python