Data Science & ML MCP Servers

OSSInsight

Analyze GitHub repositories, developers, and organizations with in-depth insights into the open-source ecosystem.

iMessage RAG

Enables a local iMessage Retrieval-Augmented Generation (RAG) server.

Systems

Runs and documents systems models defined using the lethain:systems Python library.

GraphMemory

Provides long-term, on-device "AI memory" for supported IDEs, powered by Kuzu GraphDB and exposed via an MCP-compliant server.

Medplum

Enables natural language management of healthcare data stored in Medplum via Large Language Models.

Pinot

Enables interaction with Apache Pinot clusters using a Model Context Protocol (MCP) server.

AgentOps

Provides crucial observability and tracing data for debugging complex AI agent runs.

Pplx

Query and chat with the Perplexity AI API directly from your command line, or expose its functionality via an MCP server.

ArXiv

Enables AI assistants to search, retrieve, analyze, and summarize arXiv papers, offering features like author/category browsing, trends, and citation insights.

YouTube

Provides token-optimized, structured data for LLMs from the YouTube Data API v3.

BuildAutomata Memory

Provides AI agents with persistent, searchable, and versioned long-term memory that endures across conversations and tools.

Flightradar24 API

Integrates with Flightradar24's API to provide real-time and historical flight data for AI assistants and other clients.

Memory Bank

Provides a powerful, vector-native memory bank for AI agents, offering persistent, searchable, and shareable memory with multiple database backends.

Stack Overflow

Provides a standardized protocol for AI agents to access Stack Overflow's vast developer knowledge base.

Codebase RAG

Empowers AI agents and developers to comprehend and interact with codebases using a retrieval-augmented generation server.

Copilot Money

Enables AI-powered natural language queries against personal finance data stored locally by Copilot Money.

ClaudeSmalltalk

Enables Large Language Models like OpenAI or Claude to interact with live Smalltalk images.

OpenCode

Integrate OpenCode AI's comprehensive suite of developer tools and workflows into any Model Context Protocol (MCP) compatible client.

Android Remote Control

Empower AI models to remotely control Android devices by acting as an MCP server with comprehensive accessibility features.

Graph Workflow

Automates project planning by converting product requirement documents into structured task graphs using AI-powered context, semantic search, and multi-agent orchestration.