Data Science & ML MCP Servers

Fledge

Connects Fledge functionality to Cursor AI, enabling interaction with Fledge instances using natural language commands.

Perplexity

Enables chat completion requests with citations from the Perplexity API.

MCP4Amazon

Enables large language models to directly access and analyze data from Amazon for e-commerce businesses.

Experiments ML

Manages personal notes using a LangChain-based AI agent and custom tools.

Wave Financial

Enables Large Language Models (LLMs) and other AI clients to query and interact with live Wave Financial data using natural language.

LangGPT Prompt Assistant

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

RAG and LLM

Manages and summarizes notes using a Model Context Protocol server, integrating Retrieval Augmented Generation (RAG) and Large Language Models (LLMs).

National Park Service

Access comprehensive data and information for all National Park Service sites through a suite of specialized tools.

Context AI

Enhances AI capabilities by providing rich workspace context, comprehensive code analysis, and intelligent prompts.

Memory

Enables AI clients to retain and recall user information across interactions through semantic search.

Twilio

Exposes Twilio's comprehensive suite of APIs to AI assistants and other tools via the Model Context Protocol.

Context Protocol

Implements a Model Context Protocol server with integrated large language model support and persistent chat memory.

AI Boutique Assistant

Exposes an online boutique's microservices through a standardized Model Context Protocol (MCP) server, enabling AI assistants and LLMs to interact with e-commerce functionalities.

Stock Ticker

Access real-time and historical stock market data for AI applications through a standardized Model Context Protocol interface.

Image Generation

Provides an AI image generation service utilizing the Model Context Protocol (MCP) to offer high-quality image creation and multi-turn conversational fine-tuning with models like Google Gemini 2.5 Flash Image.

Ultimate

Empowers AI agents by providing unified access to a rich ecosystem of tools, cognitive systems, and specialized services through the Model Context Protocol.

FRED

Integrates the Federal Reserve Economic Data (FRED) API, offering comprehensive access to economic data with intelligent large data handling for AI assistants.

Axys Lite

Enables AI assistants to conduct natural language searches across structured databases and unstructured content like documents, videos, and files.

FAR Oracle

Provides AI agents with access to Federal Acquisition Regulations (FAR) for querying government contracting rules.

Codemap

Provides large language models with a mental map of your codebase, featuring progressive disclosure to keep context windows clean and bloat-free.