Data Science & ML MCP Servers

Custom Context

Structures and extracts data from text according to JSON templates.

Local Documents

Provides a server for interacting with local documents on Windows, enabling efficient listing, content extraction, and optical character recognition (OCR) on scanned PDFs.

NBA

Provides real-time and historical NBA data to Large Language Models through an MCP server.

Model Context

Provides a TypeScript implementation of a Model Context Protocol (MCP) server, designed to evaluate MCP capabilities with Retrieval-Augmented Generation (RAG).

JSON to Excel

Transforms JSON data from strings or URLs into CSV format for seamless integration with spreadsheet applications.

Lazy

Provides real-time data for calculator, IP lookup, and weather functionalities via a Model Context Protocol server.

VnStock

Provides an unofficial MCP server for accessing comprehensive Vietnam stock market data, acting as a wrapper around the powerful VnStock library.

Model Control Demo

Provides a robust WebSocket-based server for managing AI model requests and responses via the Model Control Protocol.

OpenDota

Integrates Dota 2 statistics and match data into AI assistants through the OpenDota API.

Cloudscape Docs

Provides semantic search capabilities over AWS Cloudscape Design System documentation for AI agents and coding assistants.

XCOMET

Provides AI agents with the ability to evaluate machine translation quality, offering detailed scores and error detection.

Natural Language OS

Enables an innovative operating system experience that uses natural language for structure and control, powered by an LLM as its kernel.

Chromium Screenshots

Captures pixel-perfect screenshots with ground-truth DOM extraction and full authentication state injection for Vision AI agents.

Spreadsheet DL

Define complex spreadsheets declaratively using Python or YAML, then export them to ODS, XLSX, or PDF formats.

Any API

Route requests seamlessly between multiple Large Language Model (LLM) APIs through a unified gateway.

Personal Assistant

Provides proactive morning briefings by integrating with personal data sources and autonomously executing follow-up actions.

Pomera

Clean, transform, extract, and analyze text rapidly through a desktop GUI or programmatically via AI assistants.

MemDx

Provides a local, persistent AI memory layer within your IDE to store project context and decisions across sessions.

Swiss AI Labor Market Intelligence

Provides a self-learning knowledge base on the Swiss labor market and the impact of AI, serving as an MCP server for AI agents like Claude Desktop and Clawdbot.

Spanish Public Data Radar

Access comprehensive Spanish government open data, including grants, legislation, statistics, and the national open data catalog, via an LLM-friendly interface.