Data Science & ML MCP Servers

T1nker-1220 Memories With Lessons

Implements a knowledge graph memory server enabling Claude to remember user information and learn from past errors through a lesson system.

Ai Llm

Demonstrates the Model Context Protocol (MCP) using a locally hosted LLM and Java Spring Boot.

LangChain Gemini Integration

Integrates LangChain with the Gemini model and MCP to process natural language and evaluate mathematical expressions.

GenaiX

Provides a robust foundational structure for developing generative AI applications.

Google Spanner

Enables read-only access to Google Spanner data for AI clients like Claude Desktop through CData JDBC Drivers.

Tableau CRM Analytics

Enables Large Language Models (LLMs) to directly query live Tableau CRM Analytics data through a Model Context Protocol (MCP) interface.

Databricks

Provides a FastAPI server to manage local files and orchestrate Databricks operations, including code submission, job management, and DLT pipeline creation.

Weather

Exposes weather-related functionalities as modular tools for AI agents and LLMs via a simple server.

Ros Minipi

Transforms natural language commands from large language models (LLMs) into ROS commands for robot control, enabling robots to perform complex tasks and adapt to various environments.

LangGraph

Integrates the Model Context Protocol with LangGraph's agentic capabilities for advanced AI workflow development.

MyBatis Mapper2SQL

Extracts SQL statements from MyBatis Mapper XML files, generates mock parameters, and executes tests against databases.

Cyberchef

Exposes CyberChef operations as structured tools via an MCP server for AI agents and applications.

OpenContext

Manages and serves local knowledge graphs for integration with various client applications.

Weather

Integrates with the Open-Meteo API to provide real-time current weather information and forecasts for language models.

AgentIndex

Discover and query AI agents by capability through a comprehensive, machine-first index.

Dataiku

Standardizes interactions with the Dataiku DSS REST API for robust data science operations and flow analysis.

Critical Minerals Dependency

Analyzes critical mineral supply concentration, geopolitical risk, sanctions exposure, and substitution patents.

IndiaQuant

Provides comprehensive real-time market data, technical analysis, options analytics, and portfolio management for the Indian stock market.

TED Procurement

Exposes the EU public procurement database to large language models for structured search and detailed information retrieval.

Codebase

Enables AI coding assistants to semantically search and interact with project codebases, optimizing token usage and improving answer quality.