Developer Tools MCP Servers

WinTerm

Enables AI models to programmatically interact with the Windows command line interface.

AI ServiceNow

Establishes a Model Context Protocol server to integrate AI tools with ServiceNow instances.

Ollama Gradio

Creates a local, privacy-focused LLM agent using Ollama and Gradio, with the Model Context Protocol (MCP) for secure tool calling.

Weather

Exposes current weather alerts and future forecasts through callable tools.

LitSynth

Facilitates intelligent academic paper discovery and semantic search on ArXiv using state-of-the-art sentence transformers.

Laboratorio

Establishes a comprehensive Model Context Protocol integration, connecting diverse microservices through a central gateway for Claude Desktop tool invocation via STDIO.

Time

Equips Large Language Models (LLMs) with precise time awareness capabilities.

SSH Remote Manager

Enables AI assistants to execute commands and manage remote Linux hosts via SSH, integrating securely with enterprise domain authentication.

MySQL

Enables AI agents to execute a wide range of SQL operations, including read, create, insert, update, and delete, against a MySQL database.

Wildcard

Injects true randomness into LLM outputs by selecting from user-defined lists, resisting common output gravity wells.

RAG

Delivers a highly engineered retrieval-augmented generation system supporting diverse knowledge base search modalities.

ZSearch

Provides a command-line interface and MCP server to access Z.AI's advanced AI capabilities for agents and automation.

Rust Postgres

Establishes a Rust-based server for managing and interacting with a PostgreSQL database, optionally configured with the pgvector extension.

Learning React

Provides a minimal server that pre-scrapes React learning documentation into DuckDB for hybrid search.

Spring AI Showcase with Chat

Showcases Spring AI capabilities by enabling Large Language Models to interact with diverse local datasets for complex question answering and data aggregation.

Gmail

Enables AI models and tools to integrate with Gmail accounts for email operations.

Naver Search

Integrates Naver Search capabilities including shopping, cafe posts, news, and blogs into AI assistants like Claude and Cursor.

Matrix Pattern

Manages and synchronizes complex development patterns across multiple dimensions for AI applications.

ProdMoh

Connects ProdMoh workspaces with AI clients to deliver product requirements directly into developer IDEs, streamlining the development workflow.

Awels PDF Processor

Converts PDF files to Markdown format with optional image extraction, designed for isolated execution within Model Context Protocol servers.