Data Science & ML MCP Servers

Memory Box

Enables saving, searching, and formatting memories with semantic understanding directly from Cline and Claude Desktop using a Memory Box instance.

Local File Reader

Enables AI models to securely access and read local files using the Model Context Protocol (MCP).

Paperpal

Enhance literature reviews by enabling LLMs to access and interact with academic papers.

Ros

Enables precise robotic movement control through linear and angular velocity manipulation.

Dataverse SQL Query

Enables querying of Dataverse environments using SQL through the Model Context Protocol (MCP).

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

FRED Macroeconomic Data

Provides access to Federal Reserve Economic Data (FRED) for Large Language Models (LLMs) like Claude.

Root Signals

Exposes Root Signals evaluators as tools for AI assistants and agents, allowing for automated response evaluation against quality criteria.

Emacs

Extends Large Language Models' capabilities to access comprehensive Emacs environment and configuration information.

Agent RE

Retrieves requirement and defect data from the TAPD platform to support AI client applications.

Aura

Provides an advanced AI companion experience featuring emotional intelligence, sophisticated memory management, and extensive tool integration.

YouTube

Provides AI assistants with real-time access to YouTube data for searching, analysis, and detailed content retrieval.

Mode Manager

Provides persistent memory and instruction management for VS Code's GitHub Copilot, ensuring it remembers user preferences and context across conversations.

My Apple Remembers

Integrates with Apple Notes to create a personal memory system for AI, enabling recall and saving of information from macOS.

GnomAD

Provides access to the gnomAD GraphQL API for AI assistants.

Cognio

Provides a persistent semantic memory server, offering long-term context and recall for AI assistants across conversations.

REST Adapter

Convert REST API specifications into MCP (Model Context Protocol) tools for AI agents.

Tea Rags

Provides a high-performance, enterprise-ready MCP server for intelligent codebase analysis, featuring fast local indexing for millions of lines of code.

Stats Compass

Empower large language models with comprehensive data analysis and machine learning capabilities through a unified server.

Srclight

Indexes code deeply to provide AI agents with precise, structured lookups, drastically reducing orientation time and enhancing code understanding.