AIBase
EN
Explore
MCP Servers
M

MCP Servers

An example of a local MCP server that uses hardcoded weather data, supports offline STDIO transport, and can be expanded to an online SSE service in the future.
Developer toolsResearch and data#Local MCP#Weather data#Offline service#Extensible.JavaScript
2 points
6.3K
Open Site

Overview

Content Details

Alternatives

What is the Weather MCP Server?

This is a local server that provides weather data using the Model Context Protocol (MCP). It currently uses hardcoded weather data but can be easily extended to connect with external weather APIs.

How to use the Weather MCP Server?

The server currently runs offline using STDIOserver transport. You can interact with it locally to get weather information. For online access, you would need to implement SSE with an Express server.

Use Cases

Ideal for local development, testing MCP implementations, or as a starting point for building more complex weather data services.

Key Features

Local MCP Server
Implements the Model Context Protocol for structured data communication
Weather Data Context
Understands and responds to weather-related queries with hardcoded data
STDIO Server Transport
Operates offline using standard input/output communication
Extensible Architecture
Designed for easy integration with external APIs and online deployment
Advantages
Simple to set up and run locally
No external dependencies required for basic operation
Clean codebase that's easy to understand and modify
Provides a working example of MCP implementation
Limitations
Currently only works offline
Uses hardcoded weather data instead of real-time information
Limited to weather context (though extensible to other domains)
Requires additional setup for online access

Getting Started

Install Node.js
Ensure you have Node.js installed on your system
Download the server files
Get the main.js file and any supporting files
Run the server
Start the server using Node.js
Interact with the server
Send weather queries to the running server process

Example Use Cases

Local Weather Query
Get basic weather information from the local server
Server Development
Use as a starting point for your own MCP server implementation

Frequently Asked Questions

Can I use this server online?
How do I connect to real weather APIs?
What is MCP?

Additional Resources

Node.js Documentation
Official Node.js documentation
Express.js Framework
Web application framework for creating online servers
MCP Specification
Details about the Model Context Protocol

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
5.7K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
5.3K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
4.9K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
5.2K
4 points
P
Paperbanana
Python
6.3K
5 points
F
Finlab Ai
FinLab AI is a quantitative financial analysis platform that helps users discover excess returns (alpha) in investment strategies through AI technology. It provides a rich dataset, backtesting framework, and strategy examples, supporting automated installation and integration into mainstream AI programming assistants.
6.8K
4 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
6.9K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.6K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
24.6K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
20.5K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
73.2K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
35.5K
5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
32.3K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
64.6K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
22.1K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
96.7K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2026AIBase