Data Science & ML MCP Servers

CoinGecko API

Provides a simplified and configurable interface to the CoinGecko cryptocurrency data API via a Node.js Express server.

Ytrnscrpt

Enables Claude to fetch and analyze YouTube video transcripts.

Learning Ai

Provides a Next.js project bootstrapped with create-next-app to assist in learning AI concepts.

Prometheus

Connects Large Language Models (LLMs) to the Prometheus HTTP API.

NexonCo

Facilitates access and analysis of clinical evidence data to support precision medicine and oncology research.

Pymupdf4llm

Exports PDF files to markdown format, optimized for use with Large Language Models (LLMs).

Floyd

Provides an LLM service leveraging Spring Boot Java.

Modal Sandbox

Provides a powerful server for seamless cloud-based sandbox management using Modal.com for AI and LLMs.

YouTube Transcript

Retrieves YouTube video transcripts, enabling AI models to easily access and utilize subtitle data.

AI Full Case

Demonstrates building and utilizing Model-Computer Protocol (MCP) Client and Server components to facilitate an end-to-end process from user query to large model response, incorporating tool and service invocation.

Albumentations

Transform images using natural language prompts and powerful augmentation techniques via the MCP protocol.

PostgreSQL

Empowers AI assistants to perform PostgreSQL database operations through natural language queries and safe SQL execution using a specialized Model Context Protocol server.

Mistral Agent Manager

Manages Mistral AI agents through a REST API, enabling creation, listing, retrieval, deletion, and searching capabilities.

Moonbridge

Spawn and manage AI coding agents from various backends, enabling parallel execution of complex development tasks.

GitMem

Provides AI coding agents with persistent institutional memory, allowing them to learn from past experiences and improve across coding sessions.

Ollama

Integrates local Ollama models as accessible tools for AI assistants, enabling powerful AI capabilities directly from your computer.

Adversarial Geopolitical Equilibrium

Analyze geopolitical equilibrium disruptions, state actor strategies, and international power dynamics through multi-source intelligence aggregation.

Ndlss Memory

Provides local semantic search and knowledge retrieval for Git repositories using vector embeddings.

Dbgprobe

Facilitates AI agent interaction with on-chip debug probes, enabling conversational control over embedded targets for flashing, debugging, and inspection.

Blindspot

Equips AI coding agents with an external brain to provide comprehensive code intelligence, overcoming limited context windows and preventing blind edits.