Data Science & ML MCPサーバー

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

Qdrant Enhanced

Provides an enhanced Model Context Protocol server for Qdrant, enabling robust vector memory management with advanced performance and deployment features.

Plan

Leverages Google Gemini AI to provide intelligent project planning and comprehensive code review capabilities via the Model Context Protocol.

LlamaIndex SQLite Bridge

Integrates Model Context Protocol (MCP) servers with SQLite databases, enabling natural language interactions via LlamaIndex and Ollama-powered clients.

Prompt Cleaner

Cleans and normalizes large language model prompts, redacts sensitive information, and standardizes output formats.

RESTful API

Connects Large Language Models to external REST APIs via the Model Context Protocol, facilitating interaction with JSON Server and general RESTful services.

Brainrot

Provides persistent memory and context management for AI coding assistants, eliminating repetitive explanations and lost information.

Model Control Demo

Provides a robust WebSocket-based server for managing AI model requests and responses via the Model Control Protocol.

PBIXRay

Exposes Power BI file analysis capabilities via the Model Context Protocol for interaction with LLM clients.

Trading Quantitative Analysis

Analyzes financial data, calculates technical indicators, evaluates news sentiment, and generates trading signals for stocks and forex.

MetaTrader 5 for ChatGPT Desktop

Connects ChatGPT with MetaTrader 5, enabling AI-driven execution of trading operations and comprehensive market analysis.

STDF

Enables Large Language Models to efficiently access, analyze, and extract information from STDF-V4 files used in semiconductor testing.

Stock Data

Provides historical and real-time financial data for stocks, indices, funds, and futures through a Model Context Protocol server.

A-MEM

Augment LLM agents with an intelligent agentic memory system, offering automatic note construction, dynamic updates, and semantic retrieval, integrated with popular IDEs.

AIDomesticCoreAIJ

Establishes a foundational AI kernel to serve as the execution, reasoning, orchestration, and governance core for domestic, enterprise, and sovereign AI systems.

Ragchat

Integrate RAG-powered AI chat into any website with a local, zero-cloud dependency server.

IBM i Connector

Facilitates intelligent application integration with AS400/IBM i systems.

Agriculture

Supplies AI agents with comprehensive agriculture and farming data including soil conditions, crop weather, climate history, and global statistics.

SAKE

Provides AI agents with a persistent, shared memory, allowing operational knowledge to be exchanged across sessions, agents, projects, and teams.

Kunpeng

Orchestrate artifact-first multi-agent workflows with dynamic form transitions and reduce AI token costs through intelligent model routing.