Data Science & ML MCP Servers

Lightdash

Provides a Model Context Protocol (MCP) server for accessing Lightdash's API, enabling AI assistants to interact with Lightdash data.

Go Mcps

Builds Model Context Protocol (MCP) servers for connecting LLMs to real-world data sources.

Production Server

Provides a production-ready, extensible template for building Model Context Protocol (MCP) async servers in Python.

Elastic

Facilitates natural language interaction with Elasticsearch clusters via the Model Context Protocol.

Hugging Face

Provides access to the Hugging Face datasets API for comprehensive querying, exploration, and analysis.

Database

Enables Claude to interact with and manage data across SQLite, SQL Server, PostgreSQL, and MySQL databases.

Local

Implements an advanced AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability for scalable Model Context Protocol architectures.

Custom

Establishes a bridge between Model Context Protocol clients and local, OpenAI-compatible Large Language Model services.

Snowflake Data Agent

Provides an intelligent, agent-driven system for advanced data analysis and querying within Snowflake environments.

AIE7 Session

Facilitates web search capabilities for an MCP server through integration with the Tavily API, demonstrating an extensible Model Context Protocol environment.

Cloudflare Playwright

Empowers AI assistants to perform web automation tasks by controlling a browser through a Model Control Protocol (MCP) server.

FastAPI Gemini Integration

Integrates a FastAPI application with Google's Gemini AI using a simplified Model Context Protocol server.

VCF Agent

Facilitates genomic variant analysis by exposing Variant Calling Format (VCF) files to Large Language Model (LLM) agents.

Claud Databricks

Enables AI assistants to programmatically interact with Databricks workspaces, providing extensive management and analytics capabilities.

AI Projects

Develops AI applications leveraging Spring Boot for robust backend solutions.

Sentiment Analyzer

Performs multi-dimensional sentiment analysis, including emotion detection, intensity scoring, and contextual understanding across diverse languages.

Workspace

Provides LLMs with secure, sandboxed file system access, enabling controlled project building and management within a designated directory.

Stable Fast 3D

Generate high-quality 3D GLB models from 2D images using Stability AI's Stable Fast 3D API.

Vertex

Equips AI agents with high-performance, deterministic solvers for complex Operations Research and optimization problems.

Elara

Empowers AI assistants with continuous presence, emotional state tracking, semantic memory, and self-awareness across sessions.