AI agent tools for github actions
Short answer: Our top pick for github actions: drawio-skill, with the highest AgentPick Score (79/100) among tools tagged "github-actions". Runners-up: gh-aw (78) and loop-engineering (75). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | drawio-skill | Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io archi… | 79/100 | ★ 10k | MIT | 11 Oct 2026 |
| #2 | gh-aw | GitHub Agentic Workflows | 78/100 | ★ 5.4k | MIT | 15 Oct 2026 |
| #3 | loop-engineering | Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Ad… | 75/100 | ★ 12k | MIT | 14 Oct 2026 |
| #4 | skylos | Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first tim… | 68/100 | ★ 846 | Apache-2.0 | 14 Oct 2026 |
| #5 | node9-proxy | Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP server are allowed to do, review risky actions before they run, … | 61/100 | ★ 220 | Apache-2.0 | 14 Oct 2026 |
| #6 | mcpsnoop | Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export… | 60/100 | ★ 360 | MIT | 14 Oct 2026 |
| #7 | Aletheore | Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs. | 56/100 | ★ 244 | See repo | 14 Oct 2026 |
| #8 | aeon | The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval lo… | 52/100 | ★ 774 | MIT | 14 Oct 2026 |
| #9 | local-ci | Run GitHub Actions locally — pause on failure, retry in place, and keep caches on your machine. | 48/100 | ★ 806 | See repo | 10 Sept 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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