Data Science & ML MCP 服务器

Excel Reader

Facilitates reading data from Microsoft Excel files via a Model Context Protocol (MCP) server.

WindTools

Enables semantic code search and repository indexing for improved code understanding and retrieval.

Aster Info

Provides structured access to Aster DEX market data, including candlesticks, order books, trades, and funding rates.

OTP

Generates secure One-Time Passwords (OTP) as an MCP server.

CC-Meta

Evaluates AI prompts to provide instant feedback on clarity, specificity, and completeness directly within the terminal.

LolGPT

Predicts League of Legends professional esports match outcomes and analyzes summoner performance.

Model Context Protocol

Establishes a standardized protocol for managing model-context interactions in distributed applications.

TW Stock Agent

Offers a Model Context Protocol server for querying and analyzing Taiwan stock market data.

Daizo

Provides AI assistants with direct access to Buddhist text databases for high-performance text search and retrieval.

VideoCutter

Integrates video, audio, and image processing with advanced AI and MCP protocol support for intelligent, natural language-driven media content creation.

HackerNews

Offers comprehensive access to the HackerNews Algolia API, enabling AI assistants and Model Context Protocol clients to interact with its content.

Wolfram Alpha

Provides access to Wolfram Alpha's computational knowledge engine through natural language queries.

QGIS Tool

Automates QGIS geospatial processing by transforming natural language commands into executed workflows via an LLM-powered agent.

Lenny RAG

Provides hierarchical Retrieval-Augmented Generation (RAG) over Lenny Rachitsky podcast transcripts, enabling efficient retrieval of insights and examples.

Engram

Augments AI agents with critical repository history and organizational knowledge to prevent regressions and improve code modifications.

Aura

Uncover and make understandable Finnish open data, serving as an MCP-server for AI and an open web service for people.

NeuralBridge

Empowers AI agents to achieve ultra-fast, comprehensive control over Android devices for UI observation, interaction, and app management.

Neo Memory

Provides an embedded, local graph database for AI agents to store and retrieve contextual memories.

SecureContext

Optimizes Claude Code's context window with secure, persistent memory and advanced search capabilities, preventing credential exposure and improving agent reasoning.

MemPalace

Provides AI assistants with an infinite, searchable, and structured memory system through a local-first, zero-LLM Model Context Protocol (MCP) server.