Data Science & ML MCPサーバー

Singapore LTA

Provides real-time access to transportation information from Singapore's Land Transport Authority (LTA) DataMall API.

Elastic Semantic Search

Enables semantic search of Elasticsearch documents, specifically tailored for Search Labs blog posts.

Flux Schnell

Generates images from text prompts using the Replicate API and a Model Context Protocol server.

Weather

Retrieves real-time weather data using the OpenWeatherMap API.

Pbs Api

Integrates AI models with the Australian Pharmaceutical Benefits Scheme (PBS) API for accessing medicine, pricing, and availability data.

Alpaca

Enables large language models to interact with the Alpaca trading API for stock trading and account management through natural language.

Entscheidsuche

Provides standardized access to Swiss court decisions via the entscheidsuche.ch API, enabling LLMs to search, retrieve, and analyze legal documents.

Jina AI Search

Integrates Jina AI's Search API to provide LLMs with efficient and comprehensive web search capabilities.

TokenScope

Enables large language models to efficiently explore and understand codebases by providing token-aware directory exploration and file content viewing.

Binance

Enables large language models to access real-time and historical Bitcoin market data from Binance.

Indian Stocks

Exposes Indian stock market data through a local Model Context Protocol (MCP) server.

MIDI Bridge

Connects LLM-driven music generation to digital audio workstations (DAWs) via a virtual MIDI device.

Prompt Auto-Optimizer

Automatically evolve and optimize AI prompts to improve performance, creativity, and reliability.

NCBI Gene Client

Fetches gene and protein metadata from the NCBI Entrez API, functioning as both a command-line tool and an MCP server.

Jina Web Search

Provides tools for fetching URL content and performing web searches using the Jina AI API.

Wake Intelligence

Provides temporal intelligence for AI agents through a 3-layer brain architecture managing past, present, and future contexts.

Nabu Nisaba

Enhances LLM agent capabilities with semantic code search, structural code views, and an intelligent workspace TUI for efficient context management.

DAUT

Automatically generates and updates comprehensive documentation for your codebase using AI.

THEOS

Provides a deterministic runtime governance layer that monitors risk signals and adjusts constraints to keep AI systems operating within safe boundaries.

Robinhood

Provides AI assistants with read-only access to Robinhood portfolio data for in-depth financial analysis and research.