ai-evals

agentsight: System-Level AI Tracing

Name: agentsight: System-Level AI Tracing
Author: eunomia-bpf

Get system-level AI agent insights with agentsight, a zero instrument tracing tool, using eBPF.

advanced⏱ 1-2 hours💵 Free (open-source)

547 stars73 forksCGuide quality 9/10Updated 7/27/2026100% free · open source

What it is

You create a system-level AI tracing tool using eBPF to understand how AI agents work.

Real use case example

"A founder wants to ensure that the AI-powered customer support chatbot on their website is working fairly for all users. They use agentsight to trace the flow of customer information through the AI system, identify biases, and make adjustments accordingly."

Best insideClaude DesktopClaude APIContinue

When to use it

•When you need to troubleshoot performance issues in your AI system without modifying the code
•When you want to gain a deeper understanding of how your AI agents interact with the system
•When you need to identify bottlenecks in your AI workflow

Ready-to-paste prompt

sudo ./agentsight start -f ./examples/config.yaml -o ./output

Heads up: Agentsight requires a Linux system with eBPF support, and the user needs to have root privileges to run the tool

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/agentsight && curl -fsSL https://workflowstacks.com/api/skills/agentsight/claude-skill -o ~/.claude/skills/agentsight/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

851.0M

source size

MIT

license

Key files

AGENTS.md

README.md

README.zh-CN.md

File tree

.agents/

.claude/

.devcontainer/

.github/

agentsight-capture/

agentsight-protocol/

bpf/

collector/

compat/

controller/

docs/

ext/

frontend/

package/

script/

scripts/

skills/

vmlinux/

.env.example

.envrc

.gitattributes

.gitignore

.gitmodules