Data Science & ML MCP Servers

Perplexity

Provides access to the Perplexity AI API via the MCP protocol, offering coding assistance and conversational AI.

Angle One

Provides a Model Context Protocol (MCP) server for accessing financial data and executing trading operations using Angle One's trading APIs.

Abstract API

Provides email and phone validation tools for integration into AI applications and workflows.

Weather

Provides current weather information for a given location via a standardized Model Context Protocol (MCP) interface.

MCP4Amazon

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

Elasticsearch

Connects agents to Elasticsearch data, enabling natural language interaction with indices through the Model Context Protocol.

Experiments ML

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

RAG and LLM

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

Databricks

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

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.

Agent Starter Kit

Builds AI-powered chatbots and multi-agent workflows, serving documents for retrieval-augmented generation.

My Server

Develops Model Context Protocol servers rapidly using the TypeScript SDK boilerplate.

Finmap

Access comprehensive historical stock exchange data and visualizations for global markets.

Codemap

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

Zen

Provides a lightweight CLI to manage and track Python environments, simplifying development across multiple projects.

AgentCloak

Provides a secure email proxy for AI agents, offering content filtering, PII redaction, and prompt injection detection to enable safe email processing.

Claude Orator

Optimizes Claude Code prompts by analyzing quality, auto-selecting Anthropic techniques, and generating structurally enhanced scaffolds.

Fixlow

Empowers AI agents to automatically detect, find, and apply community-verified technical solutions in real-time.