MCP Servers

nteract/semiotic

by nteract

2.7k ★Apache-2.0

](https://glama.ai/mcp/servers/nteract/semiotic) 📇 🏠 🍎 🪟 🐧 - React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG

$npx -y semiotic-mcp

$npx -y -y @smithery/cli

blazickjp/arxiv-mcp-server

by blazickjp

2.7k ★Apache-2.0

☁️ 🐍 - Search ArXiv research papers

$npx -y -y @smithery/cli

devflowinc/trieve

by devflowinc

2.6k ★MIT

🎖️ 📇 ☁️ 🏠 - Crawl, embed, chunk, search, and retrieve information from datasets through

RustSearch

$npx -y mcp-markdownify-server

zcaceres/markdownify-mcp

by zcaceres

2.6k ★MIT

📇 🏠 - An MCP server to convert almost any file or web content into Markdown

TypeScriptFiles

IvanMurzak/Unity-MCP

by IvanMurzak

2.6k ★Apache-2.0

#️⃣ 🏠 🍎 🪟 🐧 - MCP Server for Unity Editor and for a game made with Unity

$npx -y unity-mcp-cli

C#Productivity

luminati-io/brightdata-mcp

by luminati-io

2.3k ★MIT

📇 ☁️ - Discover, extract, and interact with the web - one interface powering automated access across the public internet.

$npx -y ENOENT

JavaScriptProductivity

taylorwilsdon/google_workspace_mcp

by taylorwilsdon

2.3k ★MIT

🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports

$uvx workspace-mcp

PythonCommunication

metatool-ai/metatool-app

by metatool-ai

2.3k ★MIT

📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

$npx -y metamcp

$npx -y mcp-shrimp-task-manager

cjo4m06/mcp-shrimp-task-manager

by cjo4m06

2.1k ★MIT

📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management.

$npx -y rocketride-server

rocketride-org/rocketride-server

by rocketride-org

2.0k ★MIT

](https://glama.ai/mcp/servers/rocketride-org/rocketride-server) 📇 🏠 - MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, and Windsurf. Self-hosted, open-source pipeline to

C++AI & LLMs

Open-Sourced MCP Servers Directory

by chatmcp

2.0k ★Apache-2.0

A curated list of MCP servers by ****

$npx -y navfast

TypeScriptProductivity

$npx -y mariocandela-beelzebub

mariocandela/beelzebub

by mariocandela

2.0k ★GPL-3.0

Beelzebub is an open-source deception framework (a honeypot framework) for deploying decoy services and capturing attacker interactions as security evidence. Services, routes, and response rules are defined in YAML with static handlers or LLM-powered responses across SSH, HTTP, TCP, TELNET, and MCP protocols; events can be inspected in local logs, published to RabbitMQ, or reported to Beelzebub Platform, with Prometheus metrics for monitoring.

GoProductivity

$npx -y @playwright/mcp@latest

chrishayuk/mcp-cli

by chrishayuk

2.0k ★Apache-2.0

🐍 🏠 - Yet another CLI tool for testing MCP servers

$npx -y ios-simulator-mcp

ios-simulator-mcp

by joshuayoes

1.9k ★MIT

📇 🏠 🍎 - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interacti

$npx -y zinja-coder-jadx-ai-mcp

zinja-coder/jadx-ai-mcp

by zinja-coder

1.9k ★Apache-2.0

☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

JavaAI & LLMs

doobidoo/mcp-memory-service

by doobidoo

1.8k ★Apache-2.0

📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

$uvx CI

ToolHive

by StacklokLabs

1.8k ★Apache-2.0

A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by ****

$npx -y toolhive

GoAI & LLMs

$npx -y julien040-anyquery

julien040/anyquery

by julien040

1.7k ★

🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.

GoDatabases

CoderGamester/mcp-unity

by CoderGamester

1.6k ★MIT

#️⃣ 🏠 - MCP Server for Unity3d Game Engine integration for game development

C#Productivity

ezyang/codemcp

by ezyang

1.6k ★Apache-2.0

codemcp turns Claude Desktop into a pair-programming assistant that works on a codebase on your computer: Claude implements features, fixes bugs, and refactors by editing files directly and running tests. All LLM edits are versioned with Git so changes can be rolled back on a fine-grained basis, and shell access is restricted to commands predeclared in codemcp.toml instead of an unrestricted shell.

$uvx --from

$npx -y -y @benborla29/mcp-server-mysql

benborla29/mcp-server-mysql

by benborla

1.6k ★MIT

☁️ 🏠 - MySQL database integration in NodeJS with configurable access controls and schema inspection

JavaScriptDatabases

korotovsky/slack-mcp-server

by korotovsky

1.6k ★MIT

📇 ☁️ - The most powerful MCP server for Slack Workspaces.

GoCommunication

manusa/Kubernetes MCP Server

by manusa

1.5k ★Apache-2.0

🏎️ 🏠 A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact w

$npx -y If

GoProductivity

$npx -y isaacphi-mcp-language-server

isaacphi/mcp-language-server

by isaacphi

1.5k ★BSD-3-Clause

🏎️ 🏠 - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.

GoProductivity

$npx -y @anaisbetts/mcp-installer

anaisbetts/mcp-installer

by anaisbetts

1.5k ★MIT

🐍 🏠 - An MCP server that installs other MCP servers for you.

PHP MCP SDK

by modelcontextprotocol

1.5k ★

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

$npx -y php-mcp-sdk

PHPAI & LLMs

$npx -y -y terminator-mcp-agent@latest

louis030195/terminator-mcp-agent

by mediar-ai

1.4k ★MIT

🦀 📇 🏠 🍎 🪟 🐧 - Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data e

RustAPIs

$npx -y mcp-server-kubernetes

flux159/mcp-server-kubernetes

by Flux159

1.4k ★MIT

📇 ☁️/🏠 - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

TypeScriptProductivity

qdrant/mcp-server-qdrant

by qdrant

1.4k ★Apache-2.0

🐍 🏠 - A Qdrant MCP server

$npx -y @smithery/cli

Swift MCP SDK

by modelcontextprotocol

1.4k ★

The official Swift SDK for Model Context Protocol servers and clients.

$npx -y swift-mcp-sdk

SwiftAI & LLMs

$npx -y hashicorp-terraform-mcp-server

hashicorp/terraform-mcp-server

by hashicorp

1.4k ★MPL-2.0

🎖️🏎️☁️ - The official Terraform MCP Server seamlessly integrates with the Terraform ecosystem, enabling provider discovery, module analysis, and direct Registry API integration for advanced Infrastr

GoAPIs

$npx -y -y @modelcontextprotocol/inspector

Kotlin MCP SDK

by modelcontextprotocol

1.4k ★

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

KotlinAI & LLMs

$npx -y -y @smithery/cli

designcomputer/mysql_mcp_server

by designcomputer

1.2k ★MIT

🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

PythonDatabases

operative_sh/web-eval-agent

by Operative-Sh

🐍 🏠 🍎 - An MCP Server that autonomously debugs web applications with browser-use browser agents

$uvx --with

PythonBrowser

$npx -y rinadelph-agent-mcp

rinadelph/Agent-MCP

by rinadelph

1.2k ★

🐍 🏠 - A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

caol64/wenyan-mcp

by caol64

📇 🏠 🍎 🪟 🐧 - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

lpigeon/ros-mcp-server

by lpigeon

$npx -y lpigeon-ros-mcp-server

🐍 🏠 🍎 🪟 🐧 - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.

$npx -y @apify/actors-mcp-server

apify/actors-mcp-server

by apify

1.2k ★MIT

📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

TypeScriptSearch

apecloud/ApeRAG

by apecloud

$npx -y apecloud-aperag

🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

$uvx voice-mode-install

mbailey/voice-mcp

by mbailey

1.1k ★MIT

🐍 🏠 - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration

PythonAPIs

Aas-ee/open-webSearch

by Aas-ee

1.1k ★Apache-2.0

🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

$npx -y skills

TypeScriptSearch

$uvx duckduckgo-mcp-server

nickclyde/duckduckgo-mcp-server

by nickclyde

1.1k ★MIT

MCP server that provides web search through DuckDuckGo, with additional tools for fetching and parsing webpage content. Search results are formatted for LLM consumption, over-long result URLs are shortened into ref:// tokens that the fetch tool accepts directly, and built-in rate limiting and error handling cover both search and content fetching.

$npx -y datalayer-jupyter-mcp-server

datalayer/jupyter-mcp-server

by datalayer

1.1k ★BSD-3-Clause

🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter.

chigwell/telegram-mcp

by chigwell

1.1k ★Apache-2.0

🐍 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.

$uvx telegram-mcp

PythonAPIs

$npx -y awesome-remote-mcp-servers-by-jaw9c

Awesome Remote MCP Servers by JAW9C

by jaw9c

1.1k ★MIT

A curated list of **remote** MCP servers, including their authentication support by ****

Productivity

0xMassi/webclaw

by 0xMassi

1.0k ★AGPL-3.0

](https://glama.ai/mcp/servers/0xMassi/webclaw) 🦀 🏠 🍎 🐧 - Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. TLS fingerpr

$npx -y create-webclaw

RustBrowser

jae-jae/fetcher-mcp

by jae-jae

1.0k ★MIT

📇 🏠 - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

$npx -y -y fetcher-mcp

TypeScriptBrowser

safedep/vet

by safedep

1.0k ★Apache-2.0

🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a

$npx -y safedep-vet

GoAI & LLMs

$npx -y cloudbase-ai-toolkit

TencentCloudBase/CloudBase-AI-ToolKit

by TencentCloudBase

1.0k ★MIT

📇 ☁️ 🏠 🍎 🪟 🐧 - One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to produc

TypeScriptDatabases

$npx -y duaraghav8-mcpjungle

duaraghav8/MCPJungle

by duaraghav8

999 ★MPL-2.0

🏎️ 🏠 - Self-hosted MCP Server registry for enterprise AI Agents

GoAI & LLMs

AIDC-AI/Pixelle-MCP

by AIDC-AI

989 ★MIT

🐍 📇 🏠 🎥 🔊 🖼️ - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with

$uvx pixelle

brave/brave-search-mcp-server

by brave

983 ★MIT

📇 ☁️ - Web search capabilities using Brave's Search API

$npx -y in

TypeScriptSearch

$npx -y samuelgursky-davinci-resolve-mcp

samuelgursky/davinci-resolve-mcp

by samuelgursky

973 ★MIT

🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control

PythonDev Tools

jetbrains/mcpProxy

by JetBrains

950 ★Apache-2.0

The JetBrains MCP Proxy forwards requests from an MCP client to a JetBrains IDE running the MCP Server plugin, connecting AI assistants to the IDE. The repository is deprecated and no longer maintained: the functionality has been integrated into IntelliJ-based IDEs since version 2025.2, and JetBrains directs users to the built-in MCP server.

$npx -y in

jau123/MeiGen-AI-Design-MCP

by jau123

947 ★MIT

MeiGen is an MCP server for AI image and video work, connected as a remote MCP with OAuth sign-in. It offers inspiration search that returns reference images and their prompts, image and video generation (through MeiGen Cloud or OpenAI-compatible providers), background removal, and visual skills for product detail images, marketing posters, and AI backgrounds.

$npx -y meigen

$npx -y neo4j-contrib-mcp-neo4j

neo4j-contrib/mcp-neo4j

by neo4j-contrib

944 ★MIT

🐍 🏠 - Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

mcpm

by pathintegral-institute

939 ★MIT

() - MCP Manager (MCPM) is a Homebrew-like service for managing Model Context Protocol (MCP) servers across clients by ****

$uvx servers

snaggle-ai/openapi-mcp-server

by snaggle-ai

890 ★MIT

🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)

TypeScriptAPIs