MCP Servers

Test server demonstrating all MCP protocol features including prompts, tools, resources, and sampling. Intended for MCP client builders to test implementations.

Git repository interaction and automation server. Provides tools for git status, diff (staged/unstaged), commit history, and repository management via LLMs.

Time and timezone conversion server. Get current time in any timezone and convert times between timezones using IANA timezone names with automatic system timezone detection.

Web content fetching server that retrieves and processes content from web pages, converting HTML to markdown. Supports chunked reading with start_index for large pages.

File system operations server for reading/writing files, creating/listing/deleting directories, moving files, searching, and getting metadata. Supports dynamic directory access control via Roots.

Knowledge Graph Memory server for persistent memory using a local knowledge graph. Enables Claude to remember information about users across chats through entities and relations.

Dynamic problem-solving server through structured thinking. Break down complex problems, revise thoughts, branch into alternatives, and generate/verify solution hypotheses.

Dynamically retrieves and provides up-to-date code documentation and context for software libraries, ensuring AI models generate accurate, current code examples and API references.

Enables language models to programmatically interact with web browsers by converting web page structures into structured, accessible data for precise and deterministic browser automation.

Provides an AI-integrated MCP server for searching, retrieving, and validating KRDS (Korea Responsive Design System) UI components, design tokens, and code guidelines for government digital services.

Provides comprehensive weather and air quality data through multiple transport modes, retrieving current conditions, forecasts, and environmental metrics using the Open-Meteo API.

Streamlines blockchain development by providing automated smart contract templating, deployment, and governance workflows for Ethereum and Polygon networks.

Manages and coordinates AI agent interactions across multiple tools and contexts, optimizing context window usage and enabling intelligent tool connectivity.

Automates GitHub repository management, providing intelligent insights, workflow optimization, and comprehensive code analysis across projects.

Provides Xcode build and project context, enabling AI assistants to interact with, analyze, and manipulate Xcode development environments programmatically.

Streamlines Alibaba Cloud DevOps workflows by managing infrastructure, deployment configurations, and service orchestration across cloud environments.

Streamlines financial data retrieval, analysis, and modeling by providing comprehensive API access to company financials, stock prices, and market indicators.

Forwards multiple Kubernetes service ports to a local machine, allowing developers to access cluster services directly using their original service names and ports during local development.

Generates various types of charts and performs data analysis using AntV visualization tools, enabling users to create visual representations of data through a Model Context Protocol (MCP) server.

Streamlines financial data retrieval and analysis by providing centralized access to comprehensive stock, market, and economic indicators from Financial Modeling Prep API.

Searches and retrieves academic papers from multiple scientific platforms like arXiv, PubMed, and bioRxiv, enabling researchers and AI systems to quickly find and download relevant scientific liter...

Synchronizes Todoist tasks with external calendars, productivity tools, and custom workflows for enhanced task management and planning.

Transforms complex spell and magic system design into structured, reusable code components for fantasy game and interactive narrative development.

Dynamically manages and transforms context metadata across distributed systems, enabling seamless information exchange and semantic interoperability.

Symbolic mathematics computation and algebraic manipulation for mathematical modeling, equation solving, and scientific computing tasks.

Retrieves Airbnb listing search results and detailed property information by scraping web data, allowing users to find and explore accommodation options with comprehensive details.

Provides structured API access to MLB baseball statistics from multiple sources like StatsAPI, Statcast, FanGraphs, and Baseball Reference through a Model Context Protocol (MCP) server.

Generates comprehensive Chinese astrology (八字) birth chart analysis, calculating life elements, luck cycles, and personality insights from birth data.

Generates ASCII art cows with customizable messages, allowing language models to display text in a playful, whimsical manner using various cow and character templates.

Provides an AI-accessible interface for querying comprehensive geologic data from the Macrostrat API, enabling natural language exploration of geological information and map data.