flyto-core is a debuggable automation engine that provides complete execution tracking, arbitrary step replay, and status snapshot functions. It supports 412 modules covering 78 categories such as browser automation, data processing, and API integration, and can be used through multiple methods such as CLI, MCP server, and HTTP API.

n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

This project demonstrates how to integrate the MCP (Model Context Protocol) server with Pydantic.AI, includes example code for weather services, and supports interaction through different LLMs (such as GPT - 4 and Sonnet).

The MCP server for the 1000 Genomes Project dataset provides real - time natural language access to 3202 samples, 138 million variants, and approximately 442 billion genotypes in the Dnaerys variant storage, supporting screening and analysis based on coordinates, annotations, and genetic patterns.

A server that directly queries OpenAI models via the MCP protocol, supporting the o3 - mini and gpt - 4o - mini models, providing concise and detailed answers.

The Dutch Law MCP Server provides full - text retrieval of 46 key Dutch regulations and cross - referencing of EU laws, containing 13,815 legal articles, and supports AI - native legal research and compliance queries.

Tutorial on setting 4K YouTube videos

This is an MCP server designed for VSCode, specifically used for searching the documentation of Lean Mathlib 4. It allows users to query declarations, modules, and instances and obtain relevant documentation links and detailed information.

An MCP service that helps technical coaches create structured learning hour meeting content, following the 4C learning model to generate a complete 60 - minute technical practice course plan including connection, concept, practice, and conclusion.

An MCP server that provides full access to the Basecamp 4 API, supporting 32 tools such as project management, to - do items, and message comments, including OAuth 2.0 authentication and automatic token refresh functions.

This is a server project that provides MCP services for Google Analytics 4, including functions such as data acquisition, resource query, and data analysis. It needs to be used with Google service account authentication.

Set up the MCP Replicate FLUX service for 4K YouTube videos

The Unsloth MCP Server is a server for efficiently fine-tuning large language models. Through optimized algorithms and 4-bit quantization technology, it achieves a 2-fold increase in training speed and an 80% reduction in video memory usage, supporting multiple mainstream models.

An MCP server that provides a database of Apple App Store review rejection reasons, solutions, and real - world cases for AI assistants, containing 48 rejection reasons, 51 solutions, 554 real - world cases, and 130 Apple review guidelines.

Zapier MCP is a remote MCP server that connects AI assistants to over 8,000 applications and 40,000+ automated actions through the Model Context Protocol, enabling AI to directly perform real operations such as sending emails and managing tasks.

The MCP server implementation of the 3xpl API allows LLMs to interact with data from 48 blockchains through the JSON API, providing various blockchain query and aggregation tools.

MCP Connect 4 is a Tic - Tac - Toe game project that realizes human - machine interaction through MCP technology, allowing users to play against AI assistants and automatically record the game state.

An MCP server integrating the visual capabilities of GLM - 4.5V, supporting local image and URL analysis, and providing image analysis functions through Claude Code

An MCP toolset based on the Volcengine Seedream 4.0 API, providing functions such as text - to - image, image - to - image, multi - image fusion, and sequential image generation, supporting automatic Qiniu Cloud upload, prompt templates, and local picture saving.

An MCP service tool for converting Tailwind components to NativeWind 4

Banana Image MCP is an AI image generation server based on the MCP protocol, enabling assistants like Claude to use Google Gemini models to generate high - quality images, supporting 4K resolution and intelligent model selection.

A FastMCP based MCP server that provides seamless access to the 4get meta search engine API, supports web, image, and news searches, has intelligent caching, retry mechanisms, and rich response formats.

TurboVault is a production-level MCP server that transforms an Obsidian knowledge base into an AI-driven intelligent knowledge system. It provides 44 professional tools for reading, writing, searching, analyzing, and managing notes, with a performance of less than 100 milliseconds.

An MCP server integrated with the 4o-image API, supporting image generation and editing through text.

A lightweight Excel automation MCP server based on FastAPI and GPT - 4o, supporting Excel file operations through natural language.

A Godot 4 example project containing an MCP client plugin, used to demonstrate real-time viewing, modifying scene node attributes, and calling methods through AI tools such as Claude during game runtime, enabling AI-assisted debugging and development.

An open - source plugin that allows AI assistants to control the Recaf 4.x bytecode analysis tool through the Model Context Protocol (MCP). It supports 25 tools such as decompiling, searching, analyzing, editing bytecode, compiling Java, assembling/disassembling JASM, comparing classes, patching, and exporting JARs.

The GLM-4.6 MCP Server is an enterprise-level architecture consulting protocol bridging service that connects Claude 4.5 Sonnet and GLM-4.6 through the model context protocol, providing system design, scalability patterns, and technical decision-making support. It supports functions such as code architecture analysis, system architecture design, and decision review.

ImageGen MCP Server is an MCP server that supports multiple AI image generation models (including GPT-Image-1, Google Imagen 4, Flux 1.1, etc.), providing flexible image generation, size adjustment, and output format options, and can be seamlessly integrated into various MCP clients.

A Google Analytics 4 data access server based on the Model Context Protocol, providing data query functions for page views, user activity, event analysis, and user behavior.

MCP - ChatBot is a chatbot application based on the Modular Capability Protocol (MCP). It integrates weather services and the GPT - 4o model through a containerized architecture to provide natural language interaction capabilities.

The Cinema4D MCP Server is a bridge connecting Cinema 4D and Claude, assisting in 3D scene operation and modeling through prompts.

An MCP server implementation integrating the 4o-image API, supporting image generation and editing by LLMs and AI systems through a standardized protocol, including functions such as text-to-image generation and image editing.

LangCare MCP FHIR Server is an enterprise - level MCP server designed for FHIR R4 electronic medical record systems, enabling AI assistants to securely access and manage patient health records. It provides four general FHIR operation tools, has over 40 built - in clinical workflow guidelines and interactive UI applications, supports multiple back - ends such as EPIC, Cerner, and GCP, is written in Go language, and has enterprise - level security and HIPAA compliance.

The Carla MCP Server is a professional audio production AI control platform that provides complete audio plugin host control through 45 tools and supports natural language operation of professional audio workflows

The combination of Gemini CLI and the MCP server built with Google Apps Script extends the automation capabilities of Google Workspace through a low - code platform, providing support for 41 tools covering services such as Gmail, Drive, Calendar, etc., and enabling multi - step execution of complex tasks.

BinAssistMCP is an MCP service that connects Binary Ninja with large language models (LLMs), providing more than 40 reverse engineering tools and supporting dual transport protocols and intelligent context management.

A memory modification tool for 'Persona 4 Golden' based on Rust, which can modify the in - game money value in real - time

40ants-lisp-dev-mcp is an MCP server that provides tools for large language models (LLMs) to interact with a running Lisp image. It supports running in stdio or HTTP stream modes, allowing LLMs to call Lisp functions, obtain documentation, evaluate code, etc., facilitating AI-assisted programming in the Lisp development environment.

The TOON MCP server is a tool for optimizing LLM costs. By converting JSON to a more compact TOON format, it can achieve 18 - 40% token savings and supports encoding, decoding, validation, and statistical functions.