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Awesome MCP Servers

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Community-curated awesome list of MCP servers.

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4/5/2026

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wyattjoh/jsr-mcp

πŸ“‡ ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)

MCP ServerDeveloper Tools
12 dirs

XixianLiang/HarmonyOS-mcp-server

🐍 🏠 - Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

MCP ServerDeveloper Tools
312 dirs

jagan-shanmugam/mattermost-mcp-host

🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.

...more
MCP ServerCommunication
302 dirs

Clients

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MCP ServerMCP Tool
2 dirs

yanmxa/scriptflow-mcp

πŸ“‡ 🏠 - A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.

...more
MCP ServerDeveloper Tools
62 dirs

yikakia/godoc-mcp-server

🏎️ ☁️ πŸͺŸ 🐧 🍎 - Query Go package information on pkg.go.dev

MCP ServerDeveloper Tools
342 dirs

yiwenlu66/PiloTY

🐍 🏠 - AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

...more
MCP ServerDeveloper Tools
312 dirs

Yutarop/ros-mcp

🐍 🏠 🐧 - MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

...more
MCP ServerDeveloper Tools
302 dirs

zaizaizhao/mcp-swagger-server

πŸ“‡ ☁️ 🏠 - A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

...more
MCP ServerDeveloper Tools
602 dirs

cyclops-ui/mcp-cyclops

πŸŽ–οΈ 🏎️ ☁️ - An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

MCP ServerCloud Platforms
302 dirs

amineelkouhen/mcp-cockroachdb

🐍 ☁️ - A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

...more
MCP ServerDatabases
92 dirs

GenWaveLLC/svgmaker-mcp

πŸ“‡ ☁️ - Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.

...more
MCP ServerArt & Culture
452 dirs

elementfm/mcp

πŸŽ–οΈ 🐍 πŸ“‡ 🏠 ☁️ - Open source podcast hosting platform

MCP ServerCloud Platforms
2 dirs

bram2w/baserow

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

MCP ServerDatabases
4.4K2 dirs

ztuskes/garmin-documentation-mcp-server

πŸ“‡ 🏠 – Offline Garmin Connect IQ SDK documentation with comprehensive search and API examples

MCP ServerDeveloper Tools
52 dirs

elevy99927/devops-mcp-webui

🐍 ☁️/🏠 - MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.

...more
MCP ServerCloud Platforms
22 dirs

aarsiv-groups/shipi-mcp-server

πŸ“‡ ☁️ - Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).

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MCP ServerDelivery
2 dirs

arthurpanhku/DragonMCP

[glama](https://glama.ai/mcp/servers/arthurpanhku/dragon-mcp) πŸ“‡ 🏠 ☁️ 🍎 - MCP server for Greater China local life services: Meituan/Ele.me food delivery, Didi/Meituan ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 high-speed rail, Taobao/JD/Xianyu e-commerce, Hong Kong government e-services, and more.

...more
MCP ServerDelivery
222 dirs

avisangle/calculator-server

🏎️ 🏠 - A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.

...more
MCP ServerData Science Tools
52 dirs

bradleylab/stella-mcp

🐍 🏠 - Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.

...more
MCP ServerData Science Tools
2 dirs