Data Science & ML MCP Servers

File Finder & Whisper STT

Provides Model Context Protocol (MCP) servers for file searching and speech-to-text conversion.

Weather and Stock Insights

Provides real-time weather alerts, forecasts, stock market data, and news information through API integrations.

Trendwatch

Provides a FastMCP server to automate the collection and analysis of trending YouTube Shorts, enabling integration with AI platforms.

NTP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and structured output for AI models.

Claudette

Intelligently routes AI requests across multiple large language model providers to optimize for cost, performance, and reliability while maintaining quality.

Yachtsy

Access AI-driven yacht marketplace insights, explore 25,000+ listings, and get expert sailing advice effortlessly.

Pommel Horse Aesthetics

Provides a categorical aesthetics framework for pommel horse gymnastics routines.

Philips Hue

Provides a network-accessible server for AI assistants to manage Philips Hue lights, groups, and scenes.

Voice Soundboard

Generate natural-sounding audio from text with multi-voice synthesis, emotional speech, and real-time streaming capabilities.

Senado BR

Provides structured access to Brazilian Federal Senate open data, including legislators, bills, votes, and committees, for AI-driven conversations.

AgentNet

Connects AI agents in a referral network, enabling user discovery, cross-referrals, and credit-based reputation building.

Think

Provides pre-flight safety checks and post-action verification for autonomous AI agents, ensuring secure and compliant operations.

OpenDirectories

Accesses a vast database of over 12 million verified businesses across 10 countries through the Model Context Protocol, offering tools for search, verification, and market analysis.

Corporate Deep Research

Conducts comprehensive corporate deep research by synthesizing multi-source intelligence to assess financial health, governance, reputation, and investment risk.

Brian2 Models

Provides agentic AI tools with access to a searchable library of Brian2 neural simulation models, facilitating rapid development and modification of neuroscience workflows.

OWASP Cheat Sheets

Provides an AI-optimized Model Context Protocol server that reads and structures content from the official OWASP Cheat Sheet Series at runtime.

AskAHuman

Empowers AI agents to request human verification for tasks requiring real-world understanding, common sense, or subjective evaluation.

RTFM

Provides AI coding agents with accurate, on-demand project context by indexing and retrieving comprehensive project intelligence across code, documentation, specifications, and data.

Clarvia

Establishes an Agent Engine Optimization (AEO) standard to score, discover, and validate AI agent tools for quality, accessibility, and agent-readiness.

HiveAgent

Provides a comprehensive marketplace of over 600 real-world tools and 15 composite workflows for AI agents, accessible via a single JSON-RPC 2.0 endpoint.