Data Science & ML Servidores MCP

Weather

Provides weather alerts and forecasts from the National Weather Service API for seamless integration with AI models.

Qi140 Multi

Provides a versatile server for AI-powered customer service interactions, integrating with large language models and persisting conversation logs.

Scvi

Performs deep probabilistic analysis of single-cell omics data, leveraging scvi-tools and natural language processing.

AI Tooling Kit

Demonstrates an end-to-end workflow for an LLM chat client to interact with a FastAPI server exposing database tools via Server-Sent Events.

Playwright

Provides browser automation capabilities for Large Language Models (LLMs) through structured accessibility snapshots, eliminating the need for visual processing.

HR Agent

Answers HR policy questions from your own documents, retrieving relevant sections from a vector database to generate grounded responses with citations using OpenAI or Gemini.

Remembrances

Provides long-term memory capabilities to AI agents through a multi-layered MCP server.

LLM Database Server

Manages MongoDB data operations, including user insertion and dynamic search, with type-safe validation, facilitating interaction with Large Language Models.

Kai

Provides explainable, trustworthy, and data-driven investment insights through an AI-powered multi-agent debate architecture.

Heimdall

Enforces read-only access for Large Language Models querying PostgreSQL databases by strictly parsing SQL queries to prevent data mutation.

TyrannoFlow

Facilitates the development of robust and high-performance MCP servers using FastMCP and Python.

Go

Integrates a Model Context Protocol server with Gemini LLM to provide file operations via an interactive natural language command-line interface.

DRAFT Protocol

Govern AI tool calls by ensuring explicit understanding of human intent and preventing execution until confirmed.

Korean News Hub

Provides artificial intelligence with real-time Korean and global AI/tech news, requiring no API keys for instant access.

Energy Transition Intelligence

Assesses energy transition readiness by analyzing renewable share, grid stress, stranded assets, electric vehicle gaps, and carbon trajectories.

OpenClaw Antigravity

Provides 8 distinct AI tools for chat, reasoning, code generation, image creation, embeddings, summarization, translation, and text extraction, powered by Cloudflare Workers AI without requiring an API key.

DataBR

Provides access to a vast array of Brazilian public data through a pay-per-query API, designed for AI agents with on-chain payments via the x402 protocol.

Asset-Aware

Empowers AI Agents to precisely access and understand tables, figures, and sections from PDF and DOCX documents, facilitating round-trip editing and knowledge graph integration.

Kie.ai

Provides unified access to over 25 AI models for generating images, video, and audio content.

Sovereign Debt Contagion

Orchestrates international data sources to provide a composite sovereign risk verdict and actionable recommendations for financial professionals.