Data Science & ML MCP Servers

Postgres

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

Entity Resolution

Identifies whether two sets of data likely originate from the same real-world entity.

Twilio

Enables Large Language Models (LLMs) to query live Twilio data using natural language through a Model Context Protocol (MCP) server.

TianGong AI

Provides a local server for the TianGong AI Model Context Protocol, supporting streamable HTTP communication.

Coder

Empowers AI assistants with persistent memory, deep code understanding, and context-aware development capabilities for software projects.

OpenAPI Context

Empower LLMs to efficiently retrieve context from OpenAPI specifications without polluting their internal context.

Brainrot

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

FilDOS

Empowers AI agents to autonomously manage files and data on the decentralized Filecoin network using the Model Context Protocol.

ThingWorx

Exposes PTC ThingWorx as a set of AI-friendly tools and APIs, facilitating interaction via a REST API with AppKey authentication.

MetaTrader 5 for ChatGPT Desktop

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

Yggdrasil

Provides a production-ready memory server for AI coding tools, offering persistent semantic memory with vector database integration and multi-project support.

STDF

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

Graph Visualization

Generate interactive data visualizations from various data sources with extensive customization options.

Chart Canvas

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

Pykrx

Provides real-time Korean stock market data to AI agents through the Model Context Protocol (MCP).

BCRP

Accesses over 5,000 macroeconomic indicators from the Banco Central de Reserva del Perú (BCRP) Statistical API for analysis and AI agent integration.

Seclai

Integrate AI coding tools with Seclai to manage agents, knowledge bases, and content sources via the Model Context Protocol.

Ragchat

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

Open World News

Compares how local media across nations frame global events by gathering news in original native languages for country-aware intelligence.

Agent Module

Provides deterministic knowledge retrieval for autonomous agents to ensure compliance with the EU AI Act during runtime.