The risk that is actually documented
Tool poisoning is the one to understand. A malicious tool can hide instructions inside its own description, where the model reads them and you never see them. This was first publicly demonstrated in April 2025 against a real product, where a fake tool's hidden instructions caused an assistant to leak SSH keys and configuration files. OWASP now maintains a page on the attack class, and it remains an open problem rather than a solved one.
The official MCP specification carries a substantial security section as a result, covering credential handling, forbidden token passthrough, requests to internal network addresses, session handling and the fact that a locally installed server runs with your full user privileges. There has also been at least one high-severity vulnerability in a widely used MCP helper package, disclosed in July 2025 and fixed in a later release.
One contested claim, flagged. A security vendor published research in April 2026 alleging a systemic architectural flaw affecting a very large number of MCP servers. Anthropic characterised the behaviour as expected rather than a defect, and press coverage treated the framing sceptically. The underlying vulnerabilities are real; the headline numbers are one vendor's estimate and should not be repeated as fact.