Active

MCP / tool-bridge layer

An MCP layer connecting Cursor to authorized toolchains — controlled access to tooling and security status.

01 · Operator

Cursor Agent
Intent / scope
Approval

02 · Control

MCP contract
Tool schemas
Audit trail

03 · Lab

Kali
HexStrike
Nuclei / Nmap

Architecture

MCP server · isolated tool calls · limits and operator context · lab integration. Control plane separated from raw shell — the agent gets a contract, not root.

Problem

AI agents wired to unconstrained tools create operational noise and risk — weak auditability, weak repeatability, weak safety.

Solution

A disciplined MCP bridge: tools exposed through schema, status, and operator discipline. Tool-bridge as a layer — not a magic button.

Tech stack

MCPPythonLab toolchainFastMCPDetection

Lessons learned

Autonomy without a contract is technical debt with an AI face.
Observability of tool calls beats the number of integrations.
Lab trust and identity-product trust must stay separated.

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