MCP server learnings

Lightweight Python solution with flexible adapters and efficient context routing for rapid prototyping of contextual AI workflows.

OpenAI-powered tool that compares dealer screenshots against baselines within VS Code, featuring Copilot guidance and Excel export for quick visual verification.

Simple MCP Server

AI-powered multi-provider integration with automatic fallback, LinkedIn scraping, and AI-driven job extraction and resume analysis.

Lightweight Java-based framework enabling seamless context exchange and extensibility across AI components with simple setup and minimal footprint.

Demo MCP server

Dockerized Kali MCP variant with selectable transport modes (SSE or streamable-http) and easy deployment via Docker Compose.

A lightweight, Python-based two-number arithmetic example with GitHub fetchable setup, showcasing simple task routing and result handling.

testing mcp servers

Test MCP Server

an mcp server

LLM-powered, zero-config health and logs diagnostics for Spring Boot apps with secure sidecar data collection.

Modular Python toolkit enabling email and PDF workflows via a Gemini-powered agent.

Auth0-protected, RS256-enforced token validation with scope-based access and comprehensive tests for rapid development.

Unified verification and AI-assisted code fixes across Cursor, Cline, Claude, enabling secure, automatic re-verification with BYOK-powered patches.

Metasploit mcp server

Spring Boot powered PoC offering Penpot integration with AI-assisted context management and modular plugins for rapid experimentation

A Todoist-focused MCP enabling LLMs to manage tasks, projects, labels, and comments with flexible transport modes and default project support.

Flagship media assistant with AI-driven discovery, TMDB/Trakt metadata, and fast streaming via DMM caching and debrid backends.

Lightweight, modular context-sharing framework with plug-in tooling and adapter-based integration across runtimes.

mvywp-mcp-server

Dummy MCP server

Lightweight, extensible context management with pluggable backends for efficient prompt histories and secure data handling.