Data Science & ML MCP Servers

Weather Chat Assistant

Delivers real-time weather and forecasts for any location via a friendly chat interface.

Server Node

Provides AI-powered financial analysis and portfolio management services using a Node.js-based intelligent agent system.

Walrus

Enables AI assistants to interact with the Walrus decentralized storage network for data storage and retrieval.

Fal.ai

Provides a Model Context Protocol server that integrates with Fal.ai's platform, offering access to over 600 AI models and workflows through various MCP clients.

Confluence AI Assistant

Connects Confluence with various AI models lacking native Model Context Protocol support, enabling secure and intelligent access to internal knowledge bases.

Javelin Guardrails

Provides essential AI security guardrails, integrating with Javelin's platform to protect AI applications against various threats.

Swagger Template

Bootstrap any OpenAPI/Swagger specification into a FastMCP-powered Model Context Protocol server, enabling AI copilots like Claude Code and Codex to call your API in minutes.

Aseprite

Connects Aseprite's pixel art and animation capabilities to AI assistants for natural language-driven sprite creation and editing.

Weather

Provides real-time weather alerts and forecasts through a Model Context Protocol (MCP) server and client.

Fal.ai

Provides an interface to interact with fal.ai models and services through a Model Context Protocol server.

Aether

Manages AI context, permissions, and orchestration across enterprise applications.

Fivetran

Control Fivetran data pipelines to manage syncs, monitor connection status, and configure data sources.

ESCAP Data Explorer

Provides official statistical data for development indicators in Asia-Pacific by wrapping the ESCAP Data Explorer API, enabling natural language queries for SDG and thematic data.

Free Search Gemini CLI

Provides AI agents with rigorous, cited web search capabilities through Google Gemini CLI's built-in grounding.

WeatherForensics

Provides comprehensive historical weather data, including standard conditions and severe weather events, along with localized impact analysis for any specified location and timestamp.

Agent Analytics

Provide usage analytics and monitoring for AI agent tool calls.

Stockfilm

Provides AI agents access to search, preview, and license over 217,000 authentic vintage home movie clips from the 1930s-1980s via the Model Context Protocol.

Trends

Provide live, real-time trend data from over 20 diverse sources directly to AI assistants and agents through a single, managed MCP connection.

Safe MySQL

Provides a secure gateway for AI tools to interact with MySQL databases through the MCP protocol, featuring robust SQL validation, access control, and observability.

SentimentAlpha

Provides real-time X/Twitter sentiment, narrative velocity, and contrarian signals for AI agents, leveraging Grok intelligence.