Data Science & ML MCP Servers

Raindrop

Enables AI assistants to manage Raindrop.io bookmarks, collections, and tags via the Model Context Protocol.

Yachtsy

Provides AI-powered yacht and boat marketplace intelligence, integrating with the Yachtsy Agent API to offer comprehensive listings and expert sailing advice within MCP clients.

AIE8 Session

Integrates web search capabilities into an MCP server using the Tavily API.

Recipe

Generates and transforms recipes using AI, catering to dietary preferences and nutritional goals.

Mulmocast Vision

Automatically generates professional presentation slides with business-oriented templates using large language models.

CTFtime

Provides an MCP server interface to the CTFtime API, allowing AI assistants to retrieve information on CTF events, teams, and rankings.

Atlas

Transforms modern IDEs into intelligent development environments with a comprehensive suite of AI/ML-powered tools for code analysis, prediction, migration, and generation.

Server Toolkit

Builds Model Context Protocol servers in Python, offering a framework for static and dynamic plugin integration.

AstraCipher

Establishes verifiable cryptographic identities and trust protocols for AI agents, incorporating post-quantum security and W3C DID compliance.

0gmem

Provides LLMs with structured, long-term conversational memory for accurate recall across many sessions.

Mexican Law

Consult 317 federal Mexican laws and agency guidance with Spanish full-text search, verified against official sources, and integrated for AI-driven legal research.

Model Radar

Pings and ranks over 130 free coding LLM models from 17 providers in real-time to help AI agents select the fastest available option.

NanoBanana

Provides an MCP server for AI image generation, leveraging Google Gemini and integrating with Claude Code and claude.ai.

Codex Memory

Indexes local Codex session history into SQLite to make past interactions searchable without a hosted vector store.

Supply Chain Digital Twin

Simulate supply chain dynamics using 8 quantitative algorithms and live data from 17 public sources to generate structured risk intelligence for AI agents and analysts.

Chat

Provides a command-line interface for interactive AI chat, supporting document retrieval and command-driven interactions through the Anthropic API and Model Control Protocol.

Agentry

Discover, register, and evaluate a comprehensive directory of AI agents programmatically via the Model Context Protocol.

Edstem

Manages the core server functionalities for the Edstem platform, supporting AI integrations.

Claude Meeting

Record, transcribe, and summarize any audio, including meetings, YouTube videos, and podcasts, with speaker identification and automatic meeting minutes.

Deepfake Detector

Analyzes images, videos, and audio for deepfake manipulation artifacts.