A shelf for tools builders actually inspect.

Flagship network-operations AI agent — the anchor project for much of the community's tooling and experiments.

By John Capobianco

An open-source network copilot — the first OSS project from a member met at AutoCon5.

By Carlos Garcia

A vendor-agnostic take on NetClaw patterns across Juniper, Arista, and FRR. MIT licensed.

By Georgi Gaydarov

A Cisco Modeling Labs (CML) extension for Swamp.

By Nicholas Calcutti

A NetClaw demo repo used in a podcast walkthrough.

By Byrn Baker

A multi-agent product-review prompt.

By Sean Mahoney

An agent framework from the community.

By Sean Mahoney

LSP-powered workflows for coding agents; already surfacing in AI search results.

By Dayna

Demos for the agentgateway project.

By Sebastian Maniak

A gateway for agent traffic; the project is actively looking for GitHub stars.

By Sebastian Maniak

"Gather" — a digital-twin extraction tool exposed as an MCP server.

By rgupta

Open-source DNS/DHCP/IPAM (DDI) replacement — actively looking for testers.

By Tristan Rhodes

AutoCon5 workshop material from the Automate Your Network / NetClaw project.

By John Capobianco

A 3-lab workshop covering topology, an MCP layer, and observability.

By William Collins

Output of a spec-driven-development workshop — a networking game.

By Kalai Manoharan

Tokenizer/attention research — an open-sourced paper plus checkpoints.

By Dayna

Local LLM experiments running foundation models on Mac.

By Raymond Rizzo

This site's own repo — built with Astro and hosted on Cloudflare Pages. PRs welcome.

By Sif Baksh

An earlier Vercel-based skeleton for this site — worth comparing against the current direction.

By Nicholas Calcutti

The underlying agent runtime NetClaw builds on.

By OpenClaw community

A security guardrail layer for OpenClaw-style agents.

By Cisco · Shared by John Capobianco

Patterns and tooling for engineering agent harnesses.

By jrenaldi79 · Shared by Fred Ferrell

A Git worktree abstraction for agent workflows.

By max-sixty · Shared by Mischa Diehm

Forces a test-first workflow for coding agents.

By nizos · Shared by Jay Stewart

Model personalities and a 'council' pattern for OpenCode.

By alvinunreal · Shared by Jay Stewart

A toolkit for governing agents in production.

By Microsoft · Shared by John Capobianco

An agent interoperability effort from Cisco Outshift.

By Cisco Outshift · Shared by Akshay Balaganur

Related Swamp tooling.

By stack72 · Shared by James Wise

An operational/automation agent project from System Initiative.

By Adam Jacob · Shared by Nicholas Calcutti

A TypeScript harness for autonomous agents.

By withastro · Shared by James Wise

An open-source AI agent that installs, executes, debugs, and deploys with MCP tool support.

By Block

A framework for resilient language agents modeled as graphs, with cycles, persistence, and controllability.

By LangChain

An open protocol for communication and interoperability between agentic applications.

By Google

RAG tooling for extraction.

By yifanfeng97 · Shared by James Wise

An MCP server for Canadian government data.

By ReyemTech · Shared by John Capobianco

An MCP server exposing Chrome DevTools to agents.

By Chrome DevTools · Shared by John Capobianco

Reference implementations of Model Context Protocol servers for filesystems, GitHub, Slack, databases, and more.

By Anthropic

A time-series foundation model exploring in-context learning for forecasting.

By EDF-Lab · Shared by James Wise

A terminal UI for DeepSeek.

By Hmbown · Shared by Craig Johnson

A free ML systems textbook.

By Harvard · Shared by James Wise

LLM-driven CAD generation for vehicles.

By kutaydemir07 · Shared by James Wise

A model/research release from Microsoft.

By Microsoft · Shared by John Capobianco

A tooling project shared with the community.

By tt-a1i · Shared by John Capobianco