Developer Tools MCP 서버

Mac Messages

Enables LLMs to query and analyze iMessage conversations by interfacing with the macOS Messages app via the Model Context Protocol (MCP).

Playwright

Enables browser automation capabilities using Playwright for LLMs to interact with web pages.

Gemini

Enables Claude Desktop to interact with Google's Gemini AI models via a Model Context Protocol (MCP) server.

Video Editor

Upload, edit, search, and generate videos using an LLM interface to Video Jungle.

Elasticsearch

Enables interaction with Elasticsearch clusters using natural language commands through a Model Context Protocol (MCP) server.

Ragdocs

Enables AI assistants to augment their responses with context from documentation through vector search and retrieval.

Spotify

Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol.

Rust Docs

Provides accurate Rust code suggestions for AI assistants by fetching current crate documentation and using LLMs to provide context.

G-Search

Enables parallel Google searches with multiple keywords using a Playwright-powered MCP server.

Emcee

Exposes any web application with an OpenAPI specification as a Model Context Protocol (MCP) server.

Api200

Simplify third-party API integrations with an open-source API gateway.

Code Reasoning

Enhances Claude's ability to solve complex programming tasks by enabling structured, step-by-step reasoning.

Doris

Implements the Model Control Panel (MCP) protocol to interact with Apache Doris databases, enabling tasks like query execution and metadata management.

Octocode

Indexes codebases and builds intelligent knowledge graphs for semantic search and AI-powered assistance.

Windows CLI

Enables secure command-line interactions on Windows systems for controlled access to various shells and remote systems via the Model Context Protocol.

MARM

Provides protocol-based memory management for AI to improve response accuracy, reduce drift, and stabilize context over long sessions.

Deco CMS

Empower developers to rapidly prototype, develop, and deploy scalable AI-powered applications, including workflows and agents, using a unified TypeScript stack.

MATLAB

Integrates MATLAB functionality directly into AI applications, enabling AI agents to control, execute, and analyze MATLAB code.

Appium

Streamline mobile app testing and automation for Android and iOS using AI-powered interactions and test generation.

Domain Check

Provides AI agents with fast, universal domain availability checking and generation capabilities across 1,200+ TLDs.