MCP servers

Elasticsearch Knowledge Graph

j3k0/mcp-brain-tools

6

MCP Memory is a persistent memory system based on Elasticsearch that provides long-term memory storage for AI conversations, solving the problem of context loss in traditional AI conversations.

Deep Directory Tree MCP

andredezzy/deep-directory-tree-mcp

6

A powerful Model Context Protocol (MCP) implementation for visualizing and analyzing directory structures. Why? Now you can let AI assistants understand and navigate your project structure efficiently, enabling smarter code navigation and project organization insights.

Claude Kubernetes MCP Server

Blankcut/kubernetes-mcp-server

6

A Model Context Protocol (MCP) server for Kubernetes cluster management with ArgoCD and GitLab integration. This repository contains the Claude Kubernetes MCP (Model Context Protocol) server, built in Go. The server integrates with ArgoCD, GitLab, Claude AI, and Kubernetes to enable advanced control and automation of Kubernetes environments.

YouTube Music MCP Server

mondweep/youtube-music-mcp-server

6

This project implements a Model Context Protocol (MCP) server that enables AI models to control YouTube Music playback through Google Chrome. It bridges the gap between AI assistants and music playback, allowing AI to search for and play songs based on song names and artist names.

UnrealMCPBridge

appleweed/UnrealMCPBridge

6

This is a plugin for Unreal Engine (UE) that creates a server implementation of Model Context Protocol (MCP). This allows MCP clients, like Anthropic's Claude, to access the full UE Python API.

ClickUp MCP Sedrver

nsxdavid/clickup-mcp-server

6

A Model Context Protocol (MCP) server that provides a standardized interface for AI assistants to interact with the ClickUp API. This server enables AI systems to access and manipulate ClickUp data such as workspaces, spaces, folders, lists, tasks, docs, comments, and checklists.

MCP Code Runner

axliupore/mcp-code-runner

6

An MCP protocol-based code executor that runs code in a Docker environment and returns the results.

MCP Openvision

Nazruden/mcp-openvision

6

MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.

MCP Jobs

mergedao/mcp-jobs

6

A multi-platform job aggregation service based on the MCP architecture that retrieves and standardizes job data from major recruitment sites, providing structured support for large models.

Instagram Direct Messages

taskmaster-ai/insta-mcp

6

An MCP (Model-Consumer Protocol) server for Instagram direct messaging functionality, built with fastmcp and instagrapi. This server enables AI assistants to read and send Instagram direct messages.

Agentforce (Salesforce)

xlengelle-sf/agentforce-mcp-xlengelle

6

This MCP server provides tools to interact with the Salesforce Agentforce API. It allows authentication, session creation, and message exchange with Agentforce agents.

Rhino3D

a01110946/rhinomcp

6

RhinoMCP connects Rhino3D to Claude AI via the Model Context Protocol (MCP), enabling Claude to directly interact with and control Rhino3D for AI-assisted 3D modeling, analysis, and design workflows.

Ticktick MCP Server

alexarevalo9/ticktick-mcp-server

6

MCP Server for the TickTick API, enabling task management, project organization, habit tracking, and more.

Go MCP Server List

ThinkInAIXYZ/mcp-servers

6

This repository provides a curated list of Model Context Protocol (MCP) servers implemented in Go. You can use these servers as references or starting points for your own AI context integration projects.

Redis

farhankaz/redis-mcp

6

A Model Context Protocol (MCP) server that provides access to Redis database operations.

Openweather MCP Server

Zippland/weather-mcp

6

A weather query MCP service based on the OpenWeatherMap API that provides global real-time weather and forecasts, with API key configuration via environment variables or parameters.

Aiven

aiven-open/mcp-aiven

6

A Model Context Protocol (MCP) server for the Aiven cloud data platform.

Sensei MCP

dojoengine/sensei-mcp

6

Sensei MCP is a Model Context Protocol (MCP) server that provides expert guidance for Dojo and Cairo development on Starknet. It serves as your personal Dojo Sensei, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System (ECS) framework.

term_mcp_deepseek

OthmaneBlial/term_mcp_deepseek

6

Term MCP DeepSeek is a local, approval-first terminal control plane for MCP clients and humans. It gives DeepSeek an isolated advisory role while deterministic policy owns command planning, approval, bounded execution, live events, and signed evidence.

Fuel MCP Server

FuelLabs/fuel-mcp-server

6

This project provides a Model Context Protocol (MCP) server for the Fuel Network and Sway Language ecosystem. It allows IDEs (like Cursor) to search and interact with Fuel documentation directly within the development environment.

Magnet Desktop

magnetai/magnet-desktop

6

Magnet Desktop is the interface to access Magnet Protocol, which build on the top of MCP (Model Context Protocol). It allows you to access, install and manage different MCP servers (Action Agent) locally.

Project Handoffs

davidorex/project-handoffs

6

MCP server for managing AI session handoffs and next steps tracking.

Code Review

crazyrabbitltc/mcp-code-review-server

6

A custom MCP server that performs code reviews using Repomix and LLMs.

Agent Twitter Client MCP

ryanmac/agent-twitter-client-mcp

6

A service integrated with Twitter through the Model Context Protocol (MCP), allowing AI models to interact with Twitter without directly accessing the API, supporting tweet operations, user operations and Grok AI integration.