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Excel MCP Server

The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading

Multi-Agent MCP System

Sequential Thinking Multi-Agent System (MAS)

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

mcp-bauplan

An MCP server to interact with data and run pipeline using Bauplan

Aviation Weather MCP Server

MCP Server for Aviation LLM interactions

MCP AI Infra Real Time Agent

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

AWorld

Build, evaluate and run General Multi-Agent Assistance with ease

memory-mcp-server

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across m

MCP Servers Multi-Agent AI Infrastructure

NYT MCP Server

A Message Concentrator Protocol (MCP) server that provides a unified, simple interface to the New York Times APIs. This server simplifies interaction with multiple NYT APIs through a single endpoint.

Standardizing LLM Interaction with MCP Servers

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

NetBox MCP Server

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

repo-template

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, a

Penumbra MCP Server

MCP server for interacting with Penumbra blockchain - providing privacy-preserving tools for chain interaction

MSSQL MCP Server

A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.

ProtoLinkAI 🚀

Simplifying MCP server interactions for seamless AI integration.

RAT MCP Server (Retrieval Augmented Thinking)

🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.

gomcptest: Proof of Concept for MCP with Custom Host

A proof-of-concept demonstrating a custom-built host implementing an OpenAI-compatible API with Google Vertex AI, function calling, and interaction with MCP servers.

mcp-server-emojikey

MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM

MySQL MCP Server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Sqlite

Database interaction and business intelligence capabilities

Redis Cloud API MCP Server

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands. Streamline your Redis Cloud experi

AWS SSO MCP Server

Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute AWS CLI commands us