AI & ML

Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).

The Volcano SDK is a TypeScript framework designed for building multi-provider AI agents that orchestrate MCP tools, supporting advanced patterns like parallel execution and multi-agent delegation.

An MCP server that integrates with any SearXNG instance to provide comprehensive web search capabilities and Markdown-formatted URL content extraction.

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)

Read and write access to Airtable databases, with schema inspection.

The official Redis MCP Server provides a natural language interface for AI agents to manage and search Redis data structures including hashes, lists, streams, and JSON documents, with integrated vector search capabilities.

A robust SQLAlchemy-based MCP server that connects Claude to various SQL databases like PostgreSQL, MySQL, and SQLite for schema exploration and data analysis. It features connection pooling, smart result truncation, and integration for handling large datasets.

Baidu Map MCP Server provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis.

A development framework and prototyping environment for building, testing, and managing multi-assistant AI workflows with a web-based UI and RESTful backend.

A versatile connector that dynamically exposes Hugging Face Spaces as MCP tools, allowing AI assistants to perform image generation, audio transcription, text-to-speech, and vision tasks directly through Gradio endpoints.

A comprehensive financial data MCP server integrating Tushare and Binance APIs to provide real-time market data, technical indicator analysis, and financial reporting across global markets.

A documentation-focused MCP server that provides AI agents with up-to-date documentation and code examples for over 9000 libraries, preventing hallucinated syntax and stale training data.

A centralized enterprise-grade MCP gateway and registry that provides secure OAuth governance, dynamic tool discovery, and unified access for both autonomous agents and AI coding assistants.

Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.

A comprehensive MCP server for Cocos Creator 3.8+ that enables AI assistants to control 99% of editor functions including scene manipulation, node/component management, asset handling, and project debugging.

Provides browser automation for Google NotebookLM, allowing AI agents to query custom notebooks for zero-hallucination answers and manage a library of documentation sources.

Giving Claude ability to run code with E2B via MCP (Model Context Protocol)

ChunkHound is a local-first codebase intelligence tool that uses the cAST algorithm and multi-hop semantic search to extract architecture patterns and institutional knowledge from code. It indexes over 30 languages locally to provide high-fidelity semantic and regex search results for complex repositories.

A high-performance structural code search engine that provides sub-500ms file ranking and retrieval for AI agents without external dependencies or vector databases.

A fully functional MCP server and CLI for YouTube to automate YouTube operation.

A specialized MCP server for generating Mermaid diagrams and charts with support for multiple export formats including SVG, PNG, and Base64.

A comprehensive collection of 60+ LLM agent skeletons and ecosystem guides providing templates for multi-agent collaboration, RAG, and domain-specific AI automation.

A .NET library for building Model Context Protocol (MCP) servers and clients, featuring attribute-based tool definition, Microsoft.Extensions.AI integration, and Semantic Kernel support.

An MCP server that enables advanced Airbnb property searching and detailed listing retrieval with support for location, pricing, and guest filtering without requiring API keys.

A tool that connects Google Ads with AI assistants to analyze advertising data, monitor campaign performance, and management accounts using natural language.

A comprehensive Unreal Engine plugin and MCP server that allows LLMs to control the UE5 editor, including scene generation, blueprint editing, and script execution. It bridges modern AI models like Claude and GPT-4 directly into the game development workflow.

Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.

A robust Terraform management tool for AI assistants that enables full lifecycle infrastructure operations, deep module analysis, and automated security auditing via the Model Context Protocol.

The official Feishu/Lark MCP server allows AI assistants to integrate with the Feishu/Lark collaboration suite for document processing, message management, and calendar scheduling via the Open Platform SDK.

A comprehensive automation suite for macOS that enables AI models to control mouse movements, keyboard input, manage windows, and perform screen analysis via template matching and screenshots.