Guardian MCP

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Hebbian memory for AI agents — learns file access patterns, builds neural pathways, predicts next tools/files, saves tokens

Get access to MCP server SVG and MCP server PNG icons in your vibe-coding projects

Optimize prompts with research-backed strategies for 15-74% performance improvements.

Optimize any site for AI search: get DeepRank methodology, optimization steps, and suggestions (llms.txt, JSON-LD, audit checklist) so your AI assistant can implement AI visibility in the repo.

A server for integrating with Figma, allowing you to interact with your design files.

A Docker Compose-based collection of MCP servers for LLM workflows, featuring centralized configuration and management scripts.

Decompile Java class files from file paths, package names, or JAR files using a JavaScript port of the CFR decompiler.

Local-first RLHF feedback loop for AI agents — capture preference signals, promote memories, block repeated mistakes, export DPO/KTO training pairs

Perform network scanning and security auditing using the NMAP utility.

Manage Laravel Forge servers and sites using the Forge API.