# IntentProbe MCP server

> Enables AI agents to perform high-speed safety classification and guardrail checks by reading hidden states from a single local model pass.

- Repository: https://github.com/mcpware/IntentProbe
- Page: https://hostedmcp.org/servers/mcpware/intentprobe
- Transport: —
- Stars: 9
- License: Apache-2.0

## FAQ

### What is IntentProbe?

It is a family of small classifiers that read the internal activations of frozen local language models to perform task-specific checks like toxicity or tool-poisoning detection.

### How much faster is IntentProbe than repeated LLM calls?

Using a shared path for 16 probes is approximately 15.26 times faster than performing sixteen repeated base-model forwards.

### Can I use it to scan MCP tool configurations?

Yes, you can use the tool-poisoning scanner to check common MCP configuration locations for Claude Desktop, Cursor, and more.