Data Science & ML MCP Servers

Time

Equips Large Language Models (LLMs) with precise time awareness capabilities.

Databricks

Provides a FastAPI server to manage local files and orchestrate Databricks operations, including code submission, job management, and DLT pipeline creation.

Slack

Automates Slack message fetching and processing using AI agents.

Fabric AI Agent

Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.

Annapurna

Streamlines grocery scanning, AI-driven meal planning, and nutrition tracking for a healthier lifestyle.

Dotika

Provides searchable information about the Dotika AI company using Google results via SerpAPI.

Hacker News

Enables AI agents to perform hybrid searches over Hacker News stories, combining keyword and semantic embedding techniques.

RAG Chat Assistant

Builds a production-ready Retrieval-Augmented Generation (RAG) application with Streamlit, LangChain, and ChromaDB, supporting MCP integration for tool calling and multiple LLM providers like OpenAI and Ollama.

Mantic.sh

Efficiently search and retrieve specific code segments across multiple projects, empowering AI agents with relevant context.

MyGene

Exposes the MyGene.info API as a suite of tools for AI assistants using the Model Context Protocol.

Spotify

Enables AI agents to control Spotify music playback, search, and manage playlists.

UCCO Foundation

Provides a machine-queryable interface to the Universal Capability Chain Object open standard for AI systems.

MerchGent

Empowers AI agents to scrape, audit, and analyze e-commerce storefronts, providing comprehensive merchandising insights and facilitating expert analysis.

Taxfolio

Automates tax-loss harvesting and portfolio rebalancing using LLM agents and a C++20 QP solver.

Recall-MD

Provides local semantic search capabilities for markdown notes, enhancing retrieval based on meaning rather than keywords.

AI Report Automation System

Automates the generation and delivery of detailed PDF reports combining real-time stock market and weather data, enriched with AI-generated anomaly detection and insights.

NL2Shell Web

Generates shell commands instantly from natural language queries, eliminating the need for manual lookups or AI chatbot prompts.

qBittorrent Manager

Manages qBittorrent with AI, automates RSS feeds, and facilitates torrent searches.

BLS

Accesses Bureau of Labor Statistics public data via an API.

Cipher X402

Exposes eight Solana, crypto, and macro analysis tools to AI agents via the Model Context Protocol, featuring x402-gated payments in USDC on Base.