Data Science & ML MCP Servers

Chess UCI

Interfaces with UCI chess engines like Stockfish to provide chess analysis and move generation.

VideoSum

Extracts content from multiple video platforms and generates intelligent knowledge graphs with OCR support.

Web Scraper

Extracts web page content for AI and LLM agents, compatible with LangChainGo and MCP integration.

Cortellis

Enables access to the Cortellis drug database for searching drugs, exploring ontology terms, and retrieving detailed information.

Research

Facilitates research projects by acting as an MCP server to retrieve survey data from and create survey pages in Notion.

BigQuery Analysis

Executes SQL queries against Google BigQuery, providing query validation and safe execution features.

Lighthouse

Enables Claude to interact with and analyze crypto portfolio data from Lighthouse.

Substack Fetcher

Fetches and reads articles from a specified Substack publication, formatting the content for use with AI assistants.

Agentic AI Projects

Showcases practical applications of AI agents across various domains and real-world scenarios.

NLSQL

Transforms natural language questions into SQL queries utilizing AI-powered multi-agent systems.

Weather

Provides current weather information for any location via a Model Context Protocol (MCP) server.

Outscraper

Extracts structured data from Google services and websites using a Model Context Protocol server.

MySQL

Enables AI models to interact with MySQL databases through a standardized Model Context Protocol (MCP) interface.

PowerPoint

Enables AI models to create and manipulate PowerPoint presentations through a comprehensive API.

Splice Weaver

Enables AST-powered semantic code editing for language models by weaving code transformations at precise syntactic splice points, featuring automatic binary bundling of ast-grep.

StrawHatAI Dev

Facilitates rapid research and development using AI, AI Agents, and Large Language Models within a VS Code environment.

StarRocks

Provides a standardized Model Control Protocol (MCP) interface for AI models to interact with StarRocks databases.

Expr-Lang

Evaluates complex expressions within Claude conversations using the expr-lang engine.

ClickHouse

Integrates ClickHouse databases with Large Language Models (LLMs) and other AI applications via the Model Context Protocol (MCP).

Traits Matcher

Analyzes personalities and matches individuals to job descriptions using traits stored in SQLite databases.