Data Science & ML MCP 服务器

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.

Prompt Cleaner

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

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.

Gateway

Provides real-time Binance cryptocurrency market data and advanced analytics for AI agents via Model Context Protocol.

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.

Jina AI

Access Jina AI's Reader, Embeddings, and Reranker APIs, providing a comprehensive suite of tools for web content processing, search, and semantic analysis.

A-MEM

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

Chart Canvas

Facilitates the creation of interactive charts, diagrams, and tables from AI conversations via a real-time dashboard.

Ragchat

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

LightningProx

Enables AI agents to access various AI models and pay per request using Lightning Network micropayments without requiring accounts or API keys.

IBM i Connector

Facilitates intelligent application integration with AS400/IBM i systems.

Msprof Profiler

Analyzes Ascend PyTorch Profiler performance data for large language models, identifying bottlenecks and optimizing execution.

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.