Data Science & ML MCP Servers

Fictional Cats

Provides AI models access to fictional cat data via the Model Context Protocol.

Tavily Web Search

Enables AI models to search the web and retrieve up-to-date information using the Tavily API.

Wikipedia Summary Fetcher

Retrieves Wikipedia summaries for AI assistants using a FastAPI server.

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.

Ag Weather

Provides AI agents with real-time and historical weather data by integrating with multiple weather APIs.

FastAPI Server Example

Provides a robust, example implementation of a Model Context Protocol (MCP) server using the FastAPI framework.

FRED

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

Conversational Data Manager

Enables natural language interaction for CRUD operations across heterogeneous databases like MySQL and PostgreSQL.

Conversational AI Bot

Build Streamlit-based conversational bots leveraging LangGraph's prebuilt agents for data access.

Mnemonic

Provides persistent memory management for AI assistants like Claude, enabling them to store, retrieve, and remember past interactions and information.

RaceSimQA

Performs QA regression testing for racing car simulations, providing analytics, data visualization, LLM chat, and AI summaries.

Claude Orator

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

Odei

Provides a Model Context Protocol server connecting AI agents to ODEI's constitutional knowledge graph, safety guardrails, and smart contract audit capabilities.

Dataxlr8 DevTools

Orchestrates development intelligence for AI agents by tracking sessions, managing code, and enforcing quality gates.

Données Québec AI

Enables AI agents to search, explore, and analyze open data from Quebec, including Données Québec, Ville de Montréal, and IGO geospatial services, directly through conversational interfaces.

CoTrader

Empower AI assistants with natural language stock screening and technical chart pattern detection across over 11,000 US stocks.

Finz

Access comprehensive financial market data, including stock prices, news, earnings, and regulatory filings, for real-time analysis.

Chainlink

Provides an agent-ready API with 27 tools for AI agents to access Chainlink oracle functionalities.

Seastar

Implement a high-performance, full-featured Model Context Protocol server using C++20 and the Seastar asynchronous framework.