Development Tools

Enables natural language control over Ableton Live for generating musical patterns, melodies, and full song arrangements. It also provides tools for sample searching and mixing assistance through an OSC-based connection with Claude Desktop.

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

A companion MCP server for the Oscribble task manager that allows AI assistants to manage projects by listing, tracking, and updating tasks via local JSON storage.

A specialized MCP server for processing Smart Game Format (SGF) files, offering tools to extract game metadata and generate high-quality visual board diagrams in PNG and SVG formats.

An MCP server that provides real-time stock market data and price comparisons from Yahoo Finance, Alpha Vantage, and Finnhub. It enables AI assistants to fetch individual quotes, compare data across multiple sources, and retrieve market metrics for various tickers.

An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

A comprehensive MCP server enabling Claude to manage Microsoft SharePoint site contents, including folder structures, document CRUD operations, and file metadata via Microsoft Graph API.

Provides LLM-agnostic access to API documentation through MCP and REST endpoints, enabling AI assistants to retrieve, search, and proxy requests to whitelisted APIs across multiple platforms.

Enables subdomain enumeration and discovery by querying the Subdomain Scan1 API, returning results for any given domain in JSON format.

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed metrics for any US location.

Provides comprehensive stock intelligence workflows by integrating data from multiple providers for market analysis, technical indicators, and fundamental data. It enables users to perform technical, fundamental, and risk analysis alongside options and news tracking through a unified tool registry.

Analyzes log files to identify root causes of project errors and generates detailed fix plans with risk assessments. It implements a multi-phase workflow that ensures no code modifications are applied without explicit user approval.

Provides access to real-time data from the French Basketball Federation (FFBB), including live scores, standings, and competition details. It allows users to search for clubs, matches, and venues using natural language without requiring an API key.

A versatile MCP server providing shell and system command capabilities with support for local stdio, SSE, and Streamable HTTP endpoints.

A comprehensive MCP server providing programmatic access to the Douyin (TikTok China) ecosystem. It enables extensive data retrieval including user profiles, video details, search suggestions, hot trends, music charts, challenges, and comments across both web and app interfaces.

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

Provides read-only access to native macOS system utilities including disk management, battery status, network configuration, and system profiling through terminal commands. Enables users to retrieve system information and diagnostics from macOS machines via standardized MCP tools.

This MCP server provides access to the Test mcp server Traia API, enabling AI agents and LLMs to interact with its endpoints through standardized tools. It features asynchronous operation handling and simple deployment options via Docker for efficient integration.

Self-hosting GitHub autonomy engine. Full control over your repos, branches, security, and Actions through natural language via MCP. Zero local footprint—code and state live on GitHub, credentials in Keychain. Your Mac is just the steering wheel. 🚜​​​​​​​​​​​​​​​​

A robust read-only bridge to MetaTrader 5 that enables market data retrieval, technical analysis via Python, and advanced forecasting using Prophet and ML models.

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Terminal App for Claude co-work

A utility MCP server that generates time-sortable UUIDv7 identifiers, supporting both single generation and batch processing for development and data workflows.

MCP server for semantic code search using AST-aware chunking and vector embeddings

Copilot Toolkit - Native AI Agents & Skills for GitHub Copilot (v2026)

A robust MCP server for Microsoft SQL Server providing a virtual filesystem interface for database objects, safe transaction-controlled write operations, and a full lifecycle management workflow for stored procedures.

MCP (Model Context Protocol) Server. PaletteMCP is a command-line tool written in Go that takes a hexadecimal color code and returns the name of the closest matching color from a predefined list of CSS colors.