Data Science & ML MCP 서버

Krep

Enables high-performance string searches with automatic CPU core scaling.

CoinCap JJ

Provides real-time cryptocurrency price data, market analysis, and historical trends using the CoinCap API.

DeepSeek Reasoner

Provides access to DeepSeek-R1's reasoning capabilities for enhanced LLM responses.

Prompt Optimizer

Optimizes AI prompts with high-performance real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

Claude ARM64 Browser

Enables ARM64 browser automation for AI-driven SaaS testing on budget hardware, overcoming limitations of traditional tools like Playwright and Puppeteer.

Minimal Article Agent

Generates technical Markdown drafts through an Embabel agent, leveraging various tool groups for research and content creation.

TMDB

Integrates with The Movie Database (TMDB) API to provide access to movie, TV show, and person information for AI assistants.

NSIP API Client

Accesses the National Sheep Improvement Program (NSIP) Search API to retrieve comprehensive sheep breeding and genetic data.

Databricks Integration Tester

Provides a custom Databricks server to test Model Context Protocol (MCP) integrations and On-Behalf-Of (OBO) authentication.

Aion

Dynamically imports API specifications (OpenAPI, GraphQL, AsyncAPI), exposes them as tools for agents, and enhances functionality through self-learning and autonomous documentation.

Desktop Host

Orchestrates local-first AI tools and Model Context Protocol servers within a desktop application environment.

AIDomesticCoreAIJ

Build a foundational AI platform to create intelligent agents, automate tasks, and orchestrate multi-model systems for stable, auditable, and sovereign AI solutions.

Z3 SMT

Exposes Z3/SMT solver capabilities for constraint solving, logical reasoning, and satisfiability checking via a Model Context Protocol (MCP) server.

Iceberg

Enables users to read, query, and manipulate data within Apache Iceberg catalogs.

Cozo Memory

Empowers AI agents with persistent, local-first memory through a unique blend of vector, graph, and keyword search capabilities.

UI Annotator

Bridges visual UI feedback and AI-assisted code changes by allowing developers to annotate UI issues on localhost sites and send them directly to Claude Code.

PrivacyGuard

Routes sensitive prompts to local LLMs by classifying text for private information, ensuring data privacy in AI interactions.

Supertonic

Generate high-quality voice synthetic speech directly into audio files using a Text-to-Speech engine.

BCBA

Orchestrates AI agents with progressive context loading, multi-model support, enterprise search, and real-time web data through a production-ready Model Context Protocol server.

Sales Analytics

Enables Large Language Models (LLMs) to directly query and analyze a PostgreSQL sales database through natural language conversations.