Developer Tools MCP Servers

Emotion

Executes a basic TypeScript program using Bun.

Universal Mistral Adapter

Enables Mistral AI models to interact with external tools and data sources through the Model Context Protocol (MCP).

Ai Llm

Demonstrates the Model Context Protocol (MCP) using a locally hosted LLM and Java Spring Boot.

GenaiX

Provides a robust foundational structure for developing generative AI applications.

Jira

Enables AI assistants to seamlessly interact with Atlassian Jira through a comprehensive Python-based Model Context Protocol server.

MyBatis Mapper2SQL

Extracts SQL statements from MyBatis Mapper XML files, generates mock parameters, and executes tests against databases.

OpenContext

Manages and serves local knowledge graphs for integration with various client applications.

Treasure Data

Provides a comprehensive set of tools for interacting with the Treasure Data API within AI development environments.

TMDB

Provides a comprehensive set of tools to search, discover, and retrieve detailed information about movies, TV shows, and cast from The Movie Database (TMDB) API.

Weather Forecast

Delivers real-time hourly weather forecasts to AI assistants and applications via both Model Context Protocol (MCP) and REST APIs.

MMA Work Portal

Provides an interface to query designated military service-exempt entities via the South Korean Military Manpower Administration's API.

Rigol DHO824

Control Rigol DHO824 oscilloscopes remotely via AI assistants to capture waveforms, take screenshots, configure channels, and read measurements.

Nodal

Provides a local, Rust-based vector database specifically designed for source code, including an integrated MCP server for intelligent code search and analysis.

YouTube Captions

Fetches YouTube transcripts and subtitles using yt-dlp, providing paginated responses for integration with MCP hosts.

ArifOS

Enforces constitutional-level safety, ethical, and truth constraints on AI agent outputs at runtime using a thermodynamic constraint engine.

Scanner

Inspects macOS processes, network connections, and code signing status to identify and flag suspicious activity with severity-ranked explanations.

Bright

Integrates AI-powered application security testing capabilities directly into your development workflow via natural language interaction.

Trash

Safely moves files to the operating system's trash, preventing accidental permanent deletion.

ServiceNow CMDB

Exposes ServiceNow CMDB operations as AI assistant tools, enabling comprehensive configuration item management.

BearingBrain

Provides a public API slice for AI hosts to access specialized bearing lookup, fitment, and quoting services.