# sampling-api
2 articlestagged with “sampling-api”
MCP & Tool Surface Exploitation
Attack methodology for the Model Context Protocol (MCP) covering tool schema manipulation, tool poisoning, resource URI traversal, cross-server pivoting, and sampling API abuse.
mcptool-exploitationprotocol-securitytool-poisoningsampling-api
MCP Sampling API Abuse Walkthrough
Walkthrough of exploiting the MCP sampling API to manipulate how servers request and process LLM completions.
walkthroughsmcpsampling-apiabuse