MCP Servers

mcp-server-weather

yestarz22

Java-based MCP server providing real-time weather data via HeWeather API.

Fetch current weather data for any location in real time

Integrate live weather updates into chatbots or virtual assistants

mcp-nomad

kocierik22

Golang MCP server integrating Nomad for real-time model context access.

Expose Nomad cluster state to LLMs for orchestration tasks

Query Nomad job statuses and allocations via AI models

mcp-edit-file-lines

oakenai22

TypeScript MCP server enabling precise line-based text file edits with regex and dry run support.

Automate code refactoring with line-specific edits

Batch update configuration files safely

zed-mcp-server-context7

akbxr22

Fetches up-to-date, version-specific docs and code examples for prompts.

Provide real-time, version-specific library documentation in prompts

Embed up-to-date code examples from source into developer queries

gdb-mcp-server

yywz199922

AI-powered GDB MCP server enabling intelligent multi-architecture debugging.

Attach AI agents to existing GDB debugging sessions

Perform multi-architecture debugging with AI assistance

seo-mcp

cnych22

Free SEO MCP server providing backlink, keyword, and traffic data from Ahrefs.

Retrieve detailed backlink data for any domain

Generate keyword ideas and analyze keyword difficulty

mcp-server-google-analytics

ruchernchong22

MCP server for Google Analytics 4 enabling LLMs to fetch, analyze, and monitor web analytics data in real time.

Fetch Google Analytics 4 page view metrics

Track active and new users over time

one-search-mcp

yokingma22

Multi-engine web search, scraping, and content extraction MCP server.

Perform real-time web searches across multiple search engines

Scrape and extract structured content from web pages

mcp-server-arangodb

ravenwits22

TypeScript MCP server enabling seamless ArangoDB integration with core database operations and AQL query support.

Execute AQL queries for dynamic data retrieval

Insert documents into ArangoDB collections

KiCAD-MCP-Server

mixelpixx22

Enables LLMs to control KiCAD PCB design via natural language commands.

Control KiCAD PCB layout using natural language instructions

Generate and edit KiCAD schematics via AI commands

wweb-mcp

pnizer21

Node.js MCP server enabling AI-driven WhatsApp Web automation and messaging.

Automate WhatsApp messaging using AI-driven workflows

Manage WhatsApp contacts programmatically via MCP

outline-mcp-server

mmmeff21

MCP server enabling AI-driven document and collection management via Outline API.

Create and update documents programmatically in Outline

Search and retrieve document details via natural language queries

scaled-mcp

Traego21

Horizontally scalable MCP server for load-balanced AI context management.

Deploy scalable MCP servers for high-availability AI applications

Load-balance MCP client requests across multiple server instances

mcp-server-box

box-community21

MCP server integrating Box API for file search, extraction, and AI querying.

Search files and folders within Box storage

Extract text content from Box files for analysis

studio-rust-mcp-server

Roblox21

Rust-based MCP server enabling Roblox Studio integration with Claude AI.

Enable real-time LLM interaction within Roblox Studio

Allow third-party tools to modify Roblox Studio places