adb - mcp is a proof - of - concept project aiming to provide an interface for LLMs through the MCP protocol to create an AI agent for controlling Adobe tools (such as Photoshop and Premiere). This project includes the MCP server, Node command proxy server, and Adobe application plugins, supporting natural language instruction operations on Adobe software and suitable for image and video editing automation.

A proof - of - concept implementation of a tmux control service based on the MCP protocol

A Solana token issuance server integrated with AI functions, providing innovative features such as token concept generation, image creation, and DNA sequence generation, and supporting token creation and deployment on the Solana blockchain.

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.

This project provides a comprehensive guide for implementing a Model Context Protocol (MCP) server for Cursor AI, including basic concepts, implementation steps, code examples, and integration requirements, aiming to enhance the AI's capabilities through custom tools.

A memory system that enhances AI programming capabilities through multi-type database integration, including vector databases, SQLite, and knowledge graphs, for storing and retrieving code patterns, algorithms, and relationships between programming concepts.

This is an unofficial implementation of the MCP file system server, demonstrating how to access the local file system through Claude Desktop as a proof of concept. The project allows multiple directory paths to be configured and strictly limits the access scope, and is only for educational and research purposes.

The OLS MCP Server is a tool that provides ontology query services for large - language models. By connecting to the EBI Ontology Query Service API, it helps AI assistants accurately obtain ontology terms, concepts, and hierarchical structures in the biomedical field.

A proof - of - concept project for a server implementing the Model Context Protocol (MCP), providing custom tools and resources to enhance the capabilities of AI assistants, including document search, web page crawling, and Google Search API integration.

A beginner-oriented MCP Guide Server that provides concept explanations, example demonstrations, and server directory functions

This project is a proof - of - concept MCP server that exposes another MCP server with standard input and output via WebSocket, aiming to simplify the use and management of MCP servers.

The InfraNodus MCP Server is a protocol server that integrates knowledge graph and text network analysis capabilities. It can convert text into a structured knowledge graph, identify thematic clusters, content gaps, and conceptual relationships, and provide enhanced analysis capabilities for AI workflows.

MemMCP is a proof - of - concept tool similar to Cheat Engine, focusing on MCP functionality.

An MCP server wrapper tool for breaking through tool limitations or concept deficiencies and fully supporting the Model Context Protocol (MCP).

A simple proof - of - concept for the Roc MCP server, demonstrating the interaction of tool calls with the Claude desktop application through the JSON - RPC protocol.

The MCP server is a platform that supports AI - based autonomous software development. It provides functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full - process automated development from concept to testing.

This is a proof - of - concept project of an MCP server implemented for BioStudies search, providing the ability to integrate with Claude Desktop.

An MCP server wrapper tool for breaking through tool limitations and missing concepts and fully using the model context protocol.

This project is a personal and public knowledge base about the Model Context Protocol (MCP), aiming to explain and explore the working principles, interaction processes, and tool call mechanisms of MCP, including example code, concept analysis, and reference materials.

This is a comprehensive MCP development learning project, from beginner to advanced, covering front - end and back - end development. Master the core concepts and implementation methods of the MCP protocol through practice.

A Python-based implementation of the Model Context Protocol server for educational purposes, demonstrating the core concepts and practices of MCP, supporting WebSocket communication and asynchronous processing.

A simple to-do list CRUD API service based on Node.js, Express, and PostgreSQL, implemented using the JSON-RPC 2.0 protocol and the Model Context Protocol (MCP) concept.

The OCI Core Services FastMCP Server is a production-level management tool designed specifically for Oracle Cloud Infrastructure. It provides comprehensive compute instance lifecycle management, database operations, and network information query functions. Adopting the LLM-first design concept, it achieves high performance and reliability through the OCI Python SDK.

Proof - of - concept project for the MCP server based on Uber Eats

A demonstration project of an MCP server based on TypeScript, showing the core concepts implemented through the project management system, including resource query and tool operation functions.

An MCP server based on TypeScript that implements a simple note system and demonstrates core MCP concepts

This is a generative AI course project for beginners, providing a complete learning path from environment setup to practical application. The project includes 6 concept courses and 6 programming courses, using the Azure OpenAI service for practical operations. Learners can quickly start through GitHub Codespaces or choose to install the Python environment locally. The project emphasizes the secure management of API keys and provides detailed setup guides. In addition, learners are encouraged to participate in open-source contributions, and an AI community communication platform is provided.

A proof - of - concept implementation of MCP Server that provides tools for accessing and operating Loomers, forms, form responses, and project data.

A proof - of - concept project for an MCP server that interacts with Todoist, using OAuth authorization and deployed on Cloudflare

A prototype of an MCP server for reading user profiles from Microsoft Graph, demonstrating the proof of concept of connecting MCP with Microsoft Graph data.

The project mainly learns and implements the relevant functions of the MCP protocol, including core concepts such as sampling and root definition, explores two transmission methods (stdio and sse), and attempts to build a Node-based server.

The CAN MCP server implements associative thinking through a parallel activation network, using a concept node network and activation propagation mechanism to replace traditional sequential thinking. It is suitable for creative problem - solving and multi - perspective analysis.

This project is a tutorial for developing an MCP server that retrieves Pokémon information through the PokéAPI. It aims to cultivate the ability of problem decomposition and logical reconstruction through programming practice, including 6 steps from basic concepts to actual deployment.

An MCP server wrapper tool for breaking through tool restrictions and supplementing missing concepts, fully supporting the Model Context Protocol (MCP).

A TypeScript server integrated with Anki through the AnkiConnect plugin, implementing the core concepts of MCP

An MCP server based on TypeScript for interacting with the Affinidi Elements API through the Affinidi TDK. It demonstrates core MCP concepts such as resources, tools, and prompts, and provides functions like project management, listing login configurations, and issuing event ticket VCs.

The MCP server is a platform that supports AI in autonomously developing software, providing functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full-process automated development from concept to testing.

An unofficial implementation of the File System MCP Server for integrating local file access functionality in Claude Desktop, intended for educational purposes and proof of concept only.

An innovative Solana trading MCP server that integrates AI for token concept generation, image creation, DNA sequence generation, and blockchain deployment.