Data Science & ML MCP Servers

Cloudflare Agent Host

Deploys an authentication-free remote AI agent server on Cloudflare Workers for seamless integration of custom tools.

Python

Provides a self-hosted shell and Python interpreter, enabling large language models to interact with code and manage files.

Contextive

Unifies access to multiple large language models and providers through a single, token-efficient Model Context Protocol server, supporting composable workflows and flexible routing.

Verodat

Integrates Verodat's data and AI capabilities into AI systems via the Model Context Protocol.

ElevenLabs

Integrate ElevenLabs' advanced AI speech capabilities, including text-to-speech, voice management, and audio transformation, into MCP clients.

Scientific Calculator

Exposes a comprehensive suite of scientific calculator operations as atomic tools for seamless integration with MCP applications.

Microsoft Copilot

Enables the deployment and integration of Model Context Protocol (MCP) servers with Microsoft Copilot Studio, providing AI models with standardized access to contextual data and tools.

Tavily

Integrates AI assistants with Tavily's advanced web search and data extraction capabilities through the Model Context Protocol.

Make Sound

Provides comprehensive sound playback capabilities for macOS, enabling AI assistants and other MCP clients to play system sounds, text-to-speech, and custom audio files.

Exa

Enables AI assistants like Claude to access the Exa AI Search API for real-time web information and advanced research capabilities.

VS Code Agents

Enhance your Visual Studio Code experience with specialized AI agents for planning, coding, reviewing, and security tasks.

TLS Cert Chain Resolver

Builds, validates, and inspects TLS certificate chains with an emphasis on memory efficiency and predictable output.

Bazi

Provides precise Bazi (八字) calculation data for accurate personality analysis and destiny forecasting.

Weather App

Access real-time weather alerts and forecasts for U.S. states, including an optional pirate-themed response.

Ethereum Validator Queue

Tracks Ethereum’s validator activation and exit queues in real time for AI agents and real-time monitoring.

Gmail

Connects large language models to Gmail, enabling secure email management through the Gmail API.

Työmarkkinatori

Integrates with large language models to query Finnish labor market data and retrieve job listings based on specified criteria.

Mem0

Manages long-term agent memory and serves as a Python template for building Model Context Protocol servers.

Tibero

Facilitates secure communication and data exchange between Tibero databases and AI applications.

Pipelane

Orchestrates and schedules custom pipelines with agentic AI support, providing a GraphQL API and a client-side UI.