Data Science & ML MCP Servers

Singapore LTA

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

Flux Schnell

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

Pbs Api

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

Entscheidsuche

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

Unstructured API

Facilitates extraction of meaningful information from research papers via the Unstructured API for fine-tuning language models and reducing literature review time.

Excel Access

Enables clients to read Excel files via an MCP server.

Binance

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

Coresignal

Enables AI applications to access real-time B2B data about companies, employees, and job postings.

Indian Stocks

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

Fact-Check

Validates code and content against official Model Context Protocol specifications, ensuring technical accuracy and preventing misinformation.

Spring Demo SSE

Demonstrates implementing Server-Sent Events (SSE) and Model Context Protocol (MCP) tooling with Spring Boot for real-time data streaming and AI integration.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

Discord

Connect AI agents to Discord, providing a full suite of API interaction tools and real-time event streams.

Repo GraphRAG

Leverage LightRAG and Tree-sitter to build a repository knowledge graph from code and documentation for Q&A and implementation planning.

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.

Binspire

Connects Large Language Models (LLMs) to the Binspire API, offering standardized tools and contextual data for developing autonomous, AI-driven waste management agents.

Lean Engine All-in-One

Provides an all-in-one Docker image for the QuantConnect Lean algorithmic trading engine, offering GPU support, a modern Web UI, REST API, and Model Context Protocol (MCP) integration.

Robinhood

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

WeChat Article Reader

Reads WeChat Official Account articles by bypassing anti-scraping mechanisms using a headless browser for large language models.