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A universal MCP server that runs creative sub-agents (chapter writer, auditor, reviser) by calling GPT/Gemini APIs via juxinapi, enabling structured writing and auditing workflows.

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Enables discovery and retrieval of World Bank reports and publications through the Documents & Reports API. It supports full-text search, structured filtering by topic or country, and metadata extraction for research and data analysis.

Provides text-to-speech capabilities using Google's Gemini TTS API with support for multiple voices, automatic chunking of long text, multi-speaker dialogue, and audio playback via Windows Media Player.

MySQL Schema Explorer MCP provides a Go-based server that allows AI assistants to explore and interact with MySQL database schemas. Built by shibayu36, this implementation connects to MySQL databases to expose table structures, relationships, and metadata as MCP resources, making it valuable for database documentation, query building, and schema analysis tasks. The server leverages the mcp-go library to handle protocol communication while using the MySQL driver to extract schema information, enabling AI assistants to understand database architecture without direct database access.

A Model Context Protocol (MCP) server that provides AI assistants with a seamless, programmatic interface to search and read academic papers from the open-access arXiv repository.

Enables AI assistants to generate and modify Three.js 3D scenes by providing a wide range of tools for scene setup, cameras, geometry, materials, lighting, controls, loaders, animation, interaction, helpers, post-processing, environment, UI, physics, and XR.

Gives AI assistants direct read/write access to SpecDown Markdown spec documents, enabling spec-driven development without copy-pasting.

Provides OpenFeature SDK installation guidance for various programming languages and enables feature flag evaluation through the OpenFeature Remote Evaluation Protocol. Connects to OFREP-compatible feature flag services with bearer token or API key authentication. Supports vendor-agnostic feature flag management across multiple programming languages.

Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI clients to compile and check theorems with Mathlib.

An MCP server that enables your LLM to generate and play music through SuperCollider.

[Deprecated] First draft of SDK packages of AllSet. Instead, use https://github.com/fastxyz/fast-sdk.

Files what you learn into a personal wiki and quizzes you before you forget it.

Safari DevTools provides a local MCP server for controlling and debugging Safari on macOS. It exposes 25 tools across debugging, navigation, and input automation categories — covering console capture, network monitoring, JavaScript evaluation, DOM snapshots, tab management, form filling, and file uploads. The server uses Safari WebDriver, Selenium, and AppleScript under the hood and requires no cloud connectivity.

Enables access to 82 Korean data and AI tools through MCP, including business registry lookup, ID document verification, parcel tracking, OCR, file conversion, web/image intelligence, and LLM calls, all billed per call from a single APICK key.

AI dev assistant with MCP tools, Claude tool-use API, and real-time streaming. React + FastAPI + Python.

Build your own mcp server with spring ai

Validates EU and Northern Ireland VAT numbers against the official VIES service, returning validity, company name and address, and distinguishing invalid from unavailable. Supports bulk checking up to 100 VAT IDs.

Enables diagnostics and troubleshooting of OpenShift clusters through storage analysis, resource monitoring, GPU utilization tracking, and pod health checks using Prometheus metrics and the oc CLI.

Enables LLM agents to access Google Threat Intelligence data, including IOC search, file/domain/IP/URL analysis, and threat hunting rulesets, for security investigations.