Data Science & ML MCP Servers

Gaia Vault

Enables secure, type-safe interaction with Azure Blob Storage via the open Model Context Protocol (MCP) for seamless file management.

Code Scanner

Scans codebases for definitions, respecting .gitignore and outputting LLM-friendly formats.

Memory

Enables long-term memory storage for LLM conversations using Redis Graph as a backend.

Snowflake

Enables AI models to execute SQL queries on Snowflake databases through the Model Context Protocol.

Agoda Review

Enables Large Language Models (LLMs) to find Agoda hotel reviews.

Dgraph

Enables LLM applications to interact with a Dgraph database using the Model Context Protocol (MCP).

Gmail

Integrates Gmail with Large Language Model (LLM) processing capabilities via a Model Context Protocol (MCP) server.

Neo4j

Enables natural language interaction with Neo4j databases and Aura accounts using the Model Context Protocol.

RAG

Enables semantic PDF search with Retrieval-Augmented Generation (RAG) capabilities within an MCP client.

Mcpmongo

Integrates MongoDB with the Model Context Protocol (MCP) to enable AI assistants to interact with databases.

Stock Analysis

Provides access to real-time and historical Indian stock data using the Yahoo Finance API.

Rag Based

Enables document question answering by ingesting and querying PDF documents using the GroundX API.

Weather

Fetches weather data from multiple APIs, providing current conditions and forecasts for specified cities.

Agents MCP Usage

Demonstrates the use of a Model Context Protocol (MCP) server with various agent frameworks like Google ADK, LangGraph, OpenAI Agents, and Pydantic-AI.

Statsource

Enables LLMs to analyze data, calculate statistics, and generate predictions from various sources.

Anbani

Provides a Model Context Protocol (MCP) server for the Anbani Georgian Language Toolkit.

Filesys

Enables LLMs to securely read and list files from a designated directory on a local machine.

Whissle

Provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

Prompt Book

Organizes and accesses AI prompts stored in Notion databases.

Stock Analysis

Provides stock market data from the Alpha Vantage API for use with Model Context Protocol (MCP) clients.