Development Tools

A Model Context Protocol server providing programmatic administration for Keycloak, including management of users, realms, clients, roles, and authentication flows.

NeuronMCP is part of the NeuronDB ecosystem, providing an MCP server interface to a PostgreSQL-based AI database with integrated vector search, machine learning algorithms, and RAG capabilities.

A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.

A TypeScript-based agent that integrates Ollama with multiple Model Context Protocol (MCP) servers, allowing local LLMs to interact with external tools like filesystems and web research through a unified CLI.

A robust MCP server that enables LLMs to execute arbitrary bash commands and manage working directories on a local machine.

A Go-based MCP server that integrates Perplexity's real-time web search and reasoning models directly into AI assistants like Claude and Cursor.

A security-focused MCP server that integrates with the Asterisk Vulnerability Scanner API to provide real-time code scanning and vulnerability analysis for AI assistants.

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.

MCP (Model Context Protocol) Server. Transcribes and analyzes video content from sources like YouTube using multiple transcription services with automatic fallback for reliable text extraction from audio.

The pre-flight check for AI agents

AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace.

An MCP server designed for creative brainstorming that uses progressive disclosure and server-side filtering to facilitate unconventional thinking while minimizing context window overhead.

An MCP server that enables Codex to delegate complex tasks to specialized, isolated sub-agents with automatic repository and global skill selection. It provides durable artifact tracking and parallel orchestration for multi-step workflows.

MCP (Model Context Protocol) Server. Provides real-time stock market data and trading capabilities through yfinance, offering tools for retrieving quotes, company overviews, historical prices, symbol searches, analyst recommendations, and insider transactions.

A universal email MCP server that enables AI to manage, read, and send emails across various providers like Gmail, Outlook, and QQ Mail with automatic configuration and multi-protocol support.

MCP (Model Context Protocol) Server. Provides a bridge to Ramp's Developer API, enabling financial data analysis through an ephemeral SQLite database that loads corporate transactions, vendors, users, and spend programs for SQL-based business intelligence tasks.

An MCP server providing professional Android APK reverse engineering tools for decompiling, manifest parsing, and security auditing using Apktool.

The official McDonald's China MCP server providing integration for campaign calendars, coupon status tracking, and automated coupon collection for users in mainland China.

Handler is a comprehensive toolkit and MCP server for the A2A (Agent-to-Agent) Protocol, enabling AI assistants to communicate with remote agents and providing developers with TUI/CLI debugging tools.

A specialized MCP server for macOS that automates Apple Keynote through AppleScript, allowing AI assistants to create, edit, and export presentations.

MCP (Model Context Protocol) Server. Python-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to extend their models with custom Python capabilities.

Nia is a context-augmentation layer for coding agents that provides architectural repository understanding, documentation indexing, and source-code package search to improve agent performance.

MCP (Model Context Protocol) Server. Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.

MCP (Model Context Protocol) Server. Enables creation and manipulation of Microsoft PowerPoint presentations through natural language, offering tools for managing slides, shapes, charts, and tables with styling and visualization capabilities.

MCP (Model Context Protocol) Server. Provides persistent conversation history, semantic search, and API-level caching for Gemini models to optimize token usage and reduce costs.

A comprehensive MCP toolkit that empowers LLMs with Figma integration, command-line execution, audio processing, semantic memory storage, and web search capabilities.

A distributed graph-based memory storage system using KuzuDB that provides coding agents with persistent project context, architectural decision tracking, and AI-powered memory optimization.

MCP (Model Context Protocol) Server. Provides screen capture capabilities using PyAutoGUI to take, compress, and serve screenshots for analysis of the user's current screen content.

A fast MCP server optimized for AI vision workflows that captures web pages as 1072x1072 pixel tiles and supports animated screencasts with intelligent browser management.

MCP (Model Context Protocol) Server. Enables direct interaction with PyMOL molecular visualization software for executing commands, manipulating structures, and analyzing molecular data through a socket connection that translates natural language to PyMOL-compatible Python code.