Data Science & ML MCP Servers

MediaWiki

Access content from MediaWiki-based websites through the Model Context Protocol to ground AI responses.

Paylocity

Connects Paylocity data to large language models and AI clients through a read-only Model Context Protocol (MCP) server, enabling natural language queries.

Finance

Provides comprehensive real-time financial data access to large language models like Claude, integrating Tushare API for multi-dimensional analysis including stocks, funds, bonds, and macroeconomic indicators.

Strava Activity

Exposes Strava athlete activity data to language-model tooling via a Model Context Protocol (MCP) server.

FSS Pension

Provides an AI-powered pension consultation web service and a data server utilizing Korea's Financial Supervisory Service (FSS) pension data.

UniProt

Access and query the UniProt protein database directly from your LLM agent.

Custom Mem0

Manages persistent memories for AI agents and applications, supporting user personalization through the Model Context Protocol.

Amazon Braket

Provides comprehensive quantum computing capabilities by integrating with Amazon Braket services.

Chatbot AMDIE

Provides a secure, AI-powered chatbot for contextualized querying of internal AMDIE documents.

Memory

Manages dynamic short-term and trigger-based long-term memory for AI models, supporting multiple conversations and Chinese language processing.

Custom

Integrates OpenAI models, RAG, search, and notes for intelligent multi-agent systems, providing a versatile platform for developers.

Ingest

Ingests APIs, SDKs, and schemas for consumption by AI models via the Model Context Protocol (MCP).

Desktop Tools

Provides a minimal Model Context Protocol server and CLI for inspecting source trees and managing workspaces using ripgrep and Git.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

Frankfurter

Exposes the Frankfurter API for currency exchange rates as tools for language model agents over the Model Context Protocol.

Excel

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel to be installed.

Minecraft Bot

Enables AI assistants to programmatically control a Minecraft bot through a clean, extensible interface using the Model Context Protocol.

Google BigQuery by CData

Connects Claude Desktop to Google BigQuery data through CData JDBC Drivers.

Handsai

Enables Large Language Models (LLMs) to dynamically discover and execute API tools through a unified Model-facing Controller Protocol (MCP) interface.

Custom

Builds and deploys a custom Model Context Protocol server on Databricks Apps, providing two LLM-callable tools for data interaction.