MCP servers tagged instructor

2 live MCP servers tagged "instructor", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with instructor.

live servers

avg trust

Agentic Firewall

Agentic Firewall sits between an AI agent or MCP client and an MCP server. It can enforce runtime policies and automatically test the server's tool-use attack surface with 17 OWAS…

Agentcast

MukundaKatta

Structured output for any LLM call — validate, retry with feedback, return typed data or throw. Zero deps. Sibling to agentsnap + agentguard.