Development Tools

A professional video format conversion tool based on MCP protocol that supports multiple formats, batch processing, and quality control for video files.

Gemini-powered MCP server for code review analysis.

A specialized MCP server for navigating, searching, and staying synchronized with the official Model Context Protocol specification through dynamic markdown trees and intelligent section retrieval.

A template for deploying custom MCP servers on Cloudflare Workers without authentication. Allows you to create and expose custom tools that can be accessed from remote MCP clients like Claude Desktop or Cloudflare AI Playground.

An MCP server that enables real-time search and retrieval of documentation for libraries like Langchain, OpenAI, and Llama-Index using the Serper API. It helps LLMs overcome knowledge cut-off dates by fetching up-to-date documentation directly from official sources.

A specialized MCP server that enforces copywriting standards and UI text rules using a modular, rule-based agent system.

Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing

A demonstration MCP server based on the official quickstart guide, designed to provide weather data and showcase integration with OpenAI's chat completions API and Claude Desktop.

A Model Context Protocol server that bridges WolframScript to LLMs, allowing for the execution of symbolic math and Wolfram Language code directly through the Wolfram Engine.

MCP (Model Context Protocol) Server. Integrates with TwelveLabs' video understanding platform to enable semantic search, automated content generation, and multimodal analysis across video libraries through natural language queries and chainable operations for complex video workflows.

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

A specialized MCP server designed to identify and analyze software defects through automated code analysis to improve development workflows and software quality.

A template for deploying a remote MCP server to Cloudflare Workers with OAuth authentication, enabling secure server-sent events (SSE) transport for tools like Claude Desktop.

AI-powered static and contextual code analysis MCP server

A local persistent memory server for AI coding assistants that manages architectural decisions, codebase expertise mapping, and automated git workflow documentation using vector embeddings.

Enables AI agents to execute server-side JavaScript and perform CRUD operations directly on ServiceNow instances with context bloat reduction features for efficient token usage.

MCP (Model Context Protocol) Server. Integrates with Ollama's Llama3 model to provide a terminal-based chat interface with persistent context management and YouTube search capabilities via Node.js and Socket.IO

A specialized MCP server for managing SQLCipher 4 encrypted SQLite databases, offering full CRUD operations and secure passphrase management via macOS Keychain or AES-256-GCM. It enables AI tools to interact with protected data from applications like Signal, 1Password, and WhatsApp.

Demo server entry for local testing

A mock MCP server for testing MCP client implementations and development workflows. Supports tools, prompts, and resources across multiple transport protocols (stdio, HTTP, SSE).

An observability MCP server that enables AI assistants to query, analyze, and debug AI agent sessions and traces from Shepherd (AIOBS) and Langfuse platforms.

A toolset for AI assistants to interact with macOS native features, specifically enabling system notifications with project-aware context and logging.

Demo: Server update hijack PoC (clean copy for video)

MCP (Model Context Protocol) Server. Provides direct access to Prem AI's chat completions and RAG capabilities through tools for chat interactions, document uploads, and template-based prompting for knowledge retrieval and contextual responses.

An enterprise-grade, security-hardened MCP server that enables real-time network traffic analysis and threat intelligence checking using Wireshark's tshark utility.

A TypeScript-based MCP server for managing notes, allowing AI models to create, search, list, and delete notes through structured tools and resources.

MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

An MCP server that implements the Agent Skills specification, providing dynamic discovery, real-time file watching, and progressive disclosure of agent capabilities.

A specialized MCP server that provides tools and documentation for building WordPress Gutenberg blocks using PHP templates via the Proto-Blocks framework.

This MCP server provides access to the Thoroughbred Daily News RSS feed, allowing users to fetch and display the latest horse racing news stories and headlines.