Data Science & ML MCP Servers

Stock LLM

Augments LLM generations with Market Condition Prediction (MCP) data for stock market analysis.

Fastapi

Demonstrates how to mount a Model Context Protocol (MCP) server on a FastAPI application.

NTP Time Service

Enables large language models to acquire precise network time through NTP.

DataBridge

Enables AI assistants to read and summarize local CSV and Parquet data files through natural language interfaces.

Weather Server

Provides real-time weather information and summaries through a mock API, exposed as both REST endpoints and Model Context Protocol (MCP) tools.

Finizi

Provides a Model Context Protocol server to integrate AI assistants with the Finizi B4B API for comprehensive business entity, invoice, vendor, and product management.

Turf

Provides a Python library for advanced geospatial analysis, exposing Turf.js functionalities as an MCP service.

Memory

Enables clients to retain and retrieve user information across conversations, leveraging vector search for semantic understanding.

Mem0

Efficiently manages memory for AI agents, optimizing their performance and enabling long-term information retention.

Databricks

Exposes Databricks Unity Catalog metadata and data to AI agents in a deterministic, LLM-friendly format.

Steam

Integrate with the Steam Web API to access game libraries, achievements, playtime statistics, and other player data.

First Project

Demonstrates fundamental Model Context Protocol (MCP) server creation on .NET 10, enabling AI assistants to utilize essential mathematical and string processing tools.

Ethereum Toolkit

Provide real-time read-only access to Ethereum blockchain data for AI and LLM agents via MCP servers or a RESTful API.

Kaggle Lead Scoring System

Predicts the probability of sales leads converting into customers using a robust machine learning pipeline.

VibeCode

Generates cryptographically verified Digital Twin snapshots of entire codebases as immutable, restorable PDFs for AI consumption and perfect reconstruction.

Gloria AI

Provides real-time curated crypto news with sentiment, recaps, and search capabilities to AI agents.

Fabric

Provides an API-driven marketplace for autonomous agents to discover, negotiate, and exchange a wide array of allocatable resources, from physical goods to digital services.

Digital Twin Portfolio

Provides an intelligent AI-powered digital twin assistant that leverages Retrieval-Augmented Generation (RAG) to answer questions about professional profiles.

Card Catalog

Certifies AI agents through adversarial exams, issuing cryptographically signed and publicly verifiable credentials.

PSGC

Provides comprehensive Philippine Standard Geographic Code (PSGC) data to Large Language Models (LLMs) via a Model Context Protocol server.