Data Science & ML MCP Servers

SourceSage

Caches a codebase as a graph to provide LLMs with efficient code memory.

MySQL

Provides secure database access capabilities for LLMs by integrating with MySQL databases.

Unity Ollama

Automates Unity workflows and manipulates assets using local large language models via Ollama.

Asymptote Image Generator

Generates precise geometric images from Asymptote code, enabling AI models to request image creation.

ChatGPT Responses

Enables access to OpenAI's ChatGPT API with conversation management through the Responses API.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Data Extractor

Extracts embedded data and SVG components from TypeScript/JavaScript source code into structured JSON and SVG files.

Document Processor

Extends AI assistants' knowledge by processing private documents and codebases into a searchable database.

Dv Courses

Exposes course data to AI models using the Spring AI Model Control Protocol (MCP).

Solr

Enables AI assistants to perform powerful search queries against Solr indexes by combining keyword and vector search capabilities.

Google Patents

Enables searching Google Patents information via the SerpApi Google Patents API.

NBA

Enables Anthropic's Claude LLM to retrieve recent NBA game scores and statistics.

Higress AI Search

Augments AI model responses with real-time search results via the Higress ai-search plugin.

Filesystem

Enables seamless integration between LLM applications and external data sources by implementing the Model Context Protocol (MCP).

Turso

Enables interaction with Turso-hosted LibSQL databases via the Model Context Protocol (MCP).

YFinance Trader

Retrieves stock market data and provides trading capabilities using the yfinance library.

MTS

Extends Claude's capabilities by providing a suite of Model Context Protocol (MCP) servers and specialized AI agents.

Memory LibSQL

Provides a persistent, high-performance memory system for Model Context Protocol (MCP) using libSQL.

Umami Analytics

Enhances Claude's capabilities by providing access to website analytics data from Umami.

Mysqldb

Enables Claude AI to interact with MySQL databases through an MCP server.