Data Science & ML MCP Servers

MotherDuckdb

Enables interaction with MotherDuck and local DuckDB databases using the Model Context Protocol.

Mysql

Provides read-only access to MySQL databases for inspection by Large Language Models (LLMs).

Crawl4AI

Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.

PDB

Provides access to the Protein Data Bank (PDB) for information about 3D structures of proteins, nucleic acids, and complex assemblies.

Angle One

Implements a Model Context Protocol server for financial data processing and analysis using Angle One APIs.

Aws Bedrock Logs

Analyzes AWS Bedrock usage and logs through Anthropic's Model Control Protocol (MCP).

YouTube Subtitles

Enables AI assistants to download and analyze YouTube video subtitles.

Open

Simplifies integration between enterprise systems and AI platforms by providing business data support for AI systems.

Jupyter

Enables interaction between Model Context Protocol (MCP) clients and Jupyter notebooks running in JupyterLab.

Cursor History

Enables searching of vectorized Cursor IDE chat history using LanceDB and Ollama through an API service.

Human

Enables AI assistants to leverage human input via Amazon Mechanical Turk.

Automation

Enables AI models to control macOS with mouse, keyboard, screen, and window management.

Nsaf

Enables AI assistants to interact with the Neuro-Symbolic Autonomy Framework (NSAF) for agent self-design.

Database Server

Enables AI models to securely query relational databases like MySQL and PostgreSQL using the Model Context Protocol (MCP).

Elasticsearch

Connects AI systems to Elasticsearch clusters through a standardized Model Context Protocol interface.

Data Analytics Server

Provides a comprehensive data analytics environment, accessible through a web interface, for processing, analyzing, and visualizing data.

Youtube Transcript

Transcribes YouTube video content using available transcripts or audio transcription.

Flow

Adapts web APIs into a standardized Model Context Protocol (MCP) interface for AI systems.

Mem0

Provides a Model Context Protocol server implementation for memory stream functionality with Mem0 integration.

Stocknews

Provides real-time stock data, historical information, and related news.