Data Science & ML MCP Servers

Remy

Provides programmatic access to Israeli Land Authority (רמ״י) public tender data.

Findata

Retrieves stock data from the Alpha Vantage API for use as context in Large Language Models.

Mermaid Validator

Validates and optionally renders Mermaid diagrams using a Python Model Context Protocol (MCP) server.

Hanzo

Enables access to Hanzo AI and platform capabilities through the Model Context Protocol (MCP).

Qdrant

Provides semantic search capabilities by leveraging a local Qdrant vector database and OpenAI embeddings.

Claude Agents Power

Analyzes projects to recommend and install specialized professional roles, enhancing AI agent capabilities for development teams.

Memex

Analyzes web content and adds it to a knowledge base for question answering.

Memoer

Manages memories programmatically with local storage, semantic search, and OpenAI embeddings.

GSC

Connects Google Search Console data to Claude Desktop for advanced SEO analysis and reporting.

Nova

Provides large language models (LLMs) with persistent, long-term memory capabilities across conversations using a multi-layered architecture and rapid GPU-accelerated search.

Food Data Central

Provides API access to the USDA's FoodData Central database via a Model Context Protocol (MCP) server.

PixelLab

Empower AI coding assistants to generate pixel art characters, animations, and tilesets directly within coding environments.

Opengov

Enables Claude Desktop to access and analyze open datasets from Socrata-powered government data portals.

ODBC Connector

Provides Large Language Models transparent access to ODBC-accessible data sources.

CiteAssist

Retrieves citation data in BibTeX format from CiteAs and Google Scholar.

Apple Notes

Enables semantic search and Retrieval Augmented Generation (RAG) over Apple Notes using AI assistants like Claude.

IntelliNode Medical

Orchestrates AI workflows for healthcare applications using a graph-based architecture.

Alibaba Cloud API

Integrates tens of thousands of Alibaba Cloud OpenAPI services directly into AI applications and workflows through the Model Context Protocol (MCP).

Druid

Provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Apache Druid clusters through the Model Context Protocol.

Fred

Accesses and retrieves economic data series from the Federal Reserve Economic Data (FRED) API.