Description
A data exfiltration vulnerability exists in Anthropic’s deprecated Slack Model Context Protocol (MCP) Server via automatic link unfurling. When an AI agent using the Slack MCP Server processes untrusted data, it can be manipulated to generate messages containing attacker-crafted hyperlinks embedding sensitive data. Slack’s link preview bots (e.g., Slack-LinkExpanding, Slackbot, Slack-ImgProxy) will then issue outbound requests to the attacker-controlled URL, resulting in zero-click exfiltration of private data.
Problem types
CWE-200 Exposure of Sensitive Information to an Unauthorized Actor
CWE-20 Improper Input Validation
Product status
Any version
Credits
wunderwuzzi of Embrace The Red
References
embracethered.com/...nthropic-slack-mcp-server-data-leakage/
vulncheck.com/...nthropic-slack-mcp-server-data-exfiltration