Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metrics, and events directly into your applications.

Agent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.

Local AI agent web app and CLI for running tools, code, web scans, and media generation.

One command to turn any codebase into an MCP server

Dynamic Shell Command MCP Server

MCP Toolbox for Databases is an open source MCP server for databases.

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Bulk port forwarding Kubernetes services for local development.

Universal motion design principles for AI agents — timing, easing, choreography, and Disney animation principles adapted for UI

Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

An open, curated collection of Agent Skills for scientific research — clone it, use it, extend it!

A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

The graph based agentic IDE

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).

An MCP server that lets LLM agents play Civilization VI.

AI-powered software development system that automates the entire lifecycle from requirements analysis to code delivery through specialized agent collaboration.

The AI security agent guards your code.

MIDI Agent Skill is Agent Skills that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions through a standardized interface.

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Framework for AI agents to build and maintain a digital brain through Obsidian wiki

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.