# Traceforce

> **TL;DR.** Traceforce is an on-device security platform that gives enterprise security teams visibility into every AI app, MCP connection, and CLI agent running across employee devices.

- **Category:** AI / Security / Agents
- **Stage:** emergent
- **Age:** 9 days
- **Origin date:** 2026-07-16
- **First detected:** 2026-07-17
- **Canonical URL:** https://earlyterms.com/term/traceforce
- **Sources:** 5 primary URLs

## Definition

Traceforce is an on-device security platform that gives enterprise security teams visibility into every AI app, MCP connection, and CLI agent running across employee devices. A lightweight binary and browser extension log tool calls and prompts so teams can spot and block risky agent actions before they execute.

Co-founders Xia Hua and Varun launched Traceforce publicly via [Launch HN](https://news.ycombinator.com/item?id=48937020) on July 16, 2026, as part of Y Combinator's Summer 2026 batch, after already running in private beta across 1,000+ devices at 10 organizations. The team also open-sourced [MCP X-Ray](https://github.com/traceforce/mcp-xray), a penetration-testing scanner for vulnerable MCP servers.

## Analogy

Think of it as an EDR agent, but pointed at ChatGPT tabs and Claude Code sessions instead of file downloads and network traffic.

## Why it's emerging now

Traceforce launched publicly on Hacker News on July 16, 2026 as part of YC's Summer 2026 batch, revealing it already monitors 1,000+ devices across 10 organizations and ships an open-source MCP vulnerability scanner, MCP X-Ray — timed to enterprise panic over ungoverned ChatGPT and Claude Code usage on employee laptops.

## Related terms

- *related:* Model Context Protocol
- *related:* MCPs
- *related:* MCP Server
- *related:* AI Agent Identity
- *related:* AI Agent Traps
- *related:* Agent Harness
- *related:* Managed Agents
- *related:* Killswitch
- *competitor:* Runlayer
- *competitor:* Bluerock
- *parent:* EDR (Endpoint Detection and Response)
- *related:* Shadow AI

## Sources

1. [Launch HN: Traceforce (YC S26)](https://news.ycombinator.com/item?id=48937020)
2. [Traceforce — official site](https://www.traceforce.ai/)
3. [GitHub — traceforce/mcp-xray](https://github.com/traceforce/mcp-xray)
4. [GitHub — traceforce/terraform-provider-traceforce](https://github.com/traceforce/terraform-provider-traceforce)
5. [The Security Podcast of Silicon Valley — Traceforce special](https://thesecuritypodcastofsiliconvalley.com/episodes/72-the-security-risk-no-one-sees-coming-with-ai-agents-traceforceai-special)

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_Generated by EarlyTerms · https://earlyterms.com/term/traceforce_