AI & ML

A robust WhatsApp automation server that empowers AI assistants to send messages, manage groups, analyze chat patterns, and run bulk campaigns through the Wassenger API.

The Open Notebook MCP server provides a comprehensive interface for managing and searching digital notebooks. It enables AI assistants to handle notebooks, sources, and notes while facilitating advanced vector-based search and chat-driven interactions with the Open Notebook API.

.NET bindings for VMware VIX API with Model Context Protocol server for AI-driven virtual machine automation

A technical validation server that ensures code and documentation accurately follow the Model Context Protocol (MCP) specification using semantic search and AI.

An MCP server that provides comprehensive web search capabilities using DuckDuckGo via SerpAPI, featuring region-specific results and safe search filtering.

A comprehensive MCP server designed for automated bug bounty hunting and security reconnaissance, providing tools for subdomain discovery, vulnerability scanning, and traffic analysis. It includes automated scope validation and professional reporting for platforms like HackerOne and Bugcrowd.

A production-ready MCP server that enables AI agents to perform local file operations, code analysis, and VSCode integration with performance optimizations like LRU caching.

A production-ready Knowledge Graph RAG system that converts natural language queries into Cypher for Neo4j retrieval, specifically focused on university-related information.

A FastMCP server that enables AI models to automate web browsing tasks like navigating sites, filling forms, and extracting data through natural language commands.

Production-ready Python 3.13+ CLI/API system with Adaptive RAG, multi-engine TTS, OpenRouter key rotation, FastAPI backend, and Next.js dashboard

A Power BI MCP server that enables AI assistants to manage workspaces, reports, and dashboards, execute DAX queries, and perform real-time data updates via push datasets.

A semantic security proxy that intercepts and monitors MCP tool calls, agent prompts, and shell operations to prevent data leaks and enforce security policies.

A specialized MCP server that indexes PDF collections using TF-IDF and proximity matching to provide a searchable, high-performance knowledge base for AI assistants.

A comprehensive MCP server providing access to 200+ external APIs from API.market including location services, Brave search, AI image generation, and domain tools through a unified authentication interface.

Enables AI agents to programmatically control VSCode through UI automation, DOM inspection, and command execution. Built on vscode-extension-tester, it allows agents to interact with the editor as a user would, making it ideal for extension testing and workflow automation.

A clean, GraphQL-based Model Context Protocol server for Twenty CRM. Enables natural language interactions with your CRM data through Claude and other AI assistants.

A specialized MCP server that leverages Jina AI's Search API to provide LLM-optimized web search results with clean text extraction and configurable content gathering.

The Zoo MCP server provides integration with the Zoo API, enabling users to perform CAD operations such as generating 3D models from natural language text prompts.

A Google Calendar MCP server that enables AI models to manage schedules by creating, listing, updating, and deleting events through a Google Service Account.

This MCP server enables real-time user intervention for AI agents, allowing users to review context and provide instructions through a dedicated Web UI to keep agents aligned with their intent.

Model Context Protocol server for Cursor Admin API - instant team analytics power-up for AI assistants

A robust code editing MCP server featuring directory sandboxing, optimistic locking, and encoding-aware file operations. It provides precise block-based code editing and batch file processing for safe multi-client concurrency.

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

A lightweight MCP server that bridges Godot's native Language Server Protocol (LSP) to provide real-time GDScript syntax validation and diagnostics to AI clients.

A suite of MCP servers that enable natural language interaction with Neo4j databases, allowing for Cypher query execution and the management of knowledge graph-based persistent memory.

A professional-grade MCP server that leverages Google's Gemini AI to generate high-quality children's storybook illustrations across five distinct art styles along with matching narrative text.

MCP server enabling LLMs to interact with Intervals.icu - training data, wellness metrics, performance analysis, and workout planning

A utility MCP server that automatically reads Claude Desktop configuration files and lists all available MCP services for quick reference and troubleshooting.

A high-performance S3-compatible object storage MCP server for managing Tigris buckets and objects, enabling seamless file uploads, downloads, and sharing through AI agents.

A toolset for Claude Code that enables session continuity by persisting todos and development contexts while providing multi-AI feedback from ChatGPT, Claude, Gemini, and DeepSeek.