Data Science & ML MCP Servers

AI Examples

Provides a curated collection of practical AI and LLM examples using various frameworks and tools.

Google Sheets

Facilitates interaction with Google Sheets using the Model Context Protocol.

Imagerecog

Recognizes images using a server-client architecture based on the Model Context Protocol (MCP).

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.

Aptos

Integrates Aptos blockchain access into AI applications for managing accounts, tokens, and transactions.

LangGPT Prompt Assistant

Generates structured, high-quality prompts based on the LangGPT framework for enhanced AI interactions.

Research Server

Searches, extracts, and locally stores information about research papers from arXiv.

Microsoft

Provides AI assistants with comprehensive access to Microsoft 365 services through the Model Context Protocol (MCP), enabling natural language automation of email, calendar, file management, and contact operations across multiple Microsoft accounts.

Snowflake Cortex Agent

Connects development environments to Snowflake Cortex APIs through a Model Context Protocol server.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

DeepSeek

Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine.

Trendwatch

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

Veeva

Enables Claude Desktop to query live Veeva data through CData JDBC Drivers.

Perplexity

Enables web searches using the Perplexity AI API.

Quantum Code Validator

Validates quantum computing library code by providing static analysis and reference documentation lookup.

K8s Assistant

Provides a natural language interface for Kubernetes troubleshooting and analysis powered by AI.

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.

Orchestrator

Intelligently routes requests to various AI tools and services, providing a unified interface for complex tasks.

SchemaPin

Cryptographically signs and verifies tool schemas for AI agents, safeguarding their integrity and authenticity against supply-chain attacks.

Memory

Provides AI clients the ability to remember information about users across conversations using vector search technology.