AI & ML

An optimized MySQL MCP server built on SOLID principles providing secure SQL query execution, schema inspection, and table analysis features with built-in safety validations.

Enables AI assistants to interact with QuestDB time-series databases through tools for querying data, inserting records using InfluxDB Line Protocol, and managing table schemas with automatic creation.

Enables AI assistants to control Native Instruments FM8 synthesizer parameters through MIDI CC messages, allowing natural language programming of FM synthesis sounds including operator routing, frequency ratios, and modulation matrix settings.

Enables automated web research and intelligence gathering through recursive web crawling, multi-engine search integration, and persistent SQLite storage with support for keyword filtering and multiple export formats.

A comprehensive MCP server enabling AI assistants to manage Facebook Ad accounts and retrieve detailed performance metrics like impressions, spend, and CTR via the Marketing API.

A specialized MCP server that enables AI models to automate Peggle gameplay through screen capture and simulated mouse interactions.

Connects Claude and Cursor to Naver, Korea's leading search engine, to retrieve real-time Korean local information including shopping prices, community blog posts, and news.

A VSCode extension that provides MCP tools for AI assistants to programmatically create, manage, and annotate code bookmarks to document architecture, flows, and key components.

A multi-user history viewer and analytics tool for Claude Desktop/Code that exposes conversation metadata, token usage, and transcripts through the Model Context Protocol.

An MCP server for querying AWS Managed Prometheus (AMP) using SigV4 authentication, enabling AI assistants to perform metrics discovery and PromQL queries within secure VPC environments.

A multi-instance Sentry MCP server that enables querying issues, events, and traces across US, EU, and self-hosted instances through a unified interface.

A production-grade AI chatbot that provides real-time information retrieval and RAG for website content using MCP tools to ensure up-to-date responses.

Interact with Google's Jules AI coding assistant to manage GitHub repositories, execute coding tasks, and automate pull requests programmatically through MCP.

A web scraping server that retrieves product information (name, price, URL, image) from phonelcdparts.com for any search query.

A specialized research server that provides full-text search and retrieval for academic papers, allowing LLMs to ground responses in peer-reviewed literature with topic and publication filtering.

A Model Context Protocol server that enables AI agents to retrieve and read posts from Jibun and Ech0 social instances with support for pagination and source management.

The B2Bhint MCP server provides tools to search for people and companies worldwide, offering access to detailed business intelligence including financial reports, contact information, and registration data.

A deterministic IVR flow validator that analyzes JSON definitions for structural errors and best practices, featuring a Skybridge widget for interactive visualization in AI clients.

A specialized MCP server that detects AI-generated text from models like ChatGPT, GPT-4, and Gemini via the BACH AI Content Detector API.

A specialized MCP server for Ethereum development and auditing that connects AI agents to Anvil for smart contract analysis, transaction simulation, and blockchain state manipulation.

A comprehensive MCP server that enables AI agents to create and perform music through the Strudel.cc live coding environment, featuring professional pattern generation, real-time audio analysis, and AI-powered composition tools.

A minimal Python package for easily setting up and running MCP servers and clients, allowing functions to be automatically exposed as tools that LLMs can use with just 2 lines of code.

A specialized MCP server for RAG-based retrieval of Standard Operating Procedures (SOPs), featuring semantic search in Italian and English via ChromaDB and multilingual sentence transformers.

A starter template for deploying authentication-free Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a framework for developers to build and host custom tools accessible from Claude Desktop or Cloudflare AI Playground.

A comprehensive MCP server enabling AI agents to perform full browser automation using Playwright, featuring tools for navigation, interaction, web-first assertions, and accessibility audits.

Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.

A production-ready MCP server that empowers AI assistants to manage local file systems, execute permitted shell commands, and interact with system tools like clipboards and application launchers.

Check brand name availability across domains, social handles, trademarks, app stores, and more.

A starter template for deploying remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by MCP clients like Claude Desktop.

Enables secure access to Columbus School for Girls Veracross portal features including directory searches, calendar events, and lunch volunteer scheduling via browser authentication.