Data Science & ML MCP Servers

Jina AI Grounding

Enhances LLM responses with factual, real-time web content via Jina.ai's Grounding API.

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.

Weaviate

Connects a Weaviate vector database to an MCP (Multi-Channel Platform) server.

Pymupdf4llm

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

Modal Sandbox

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

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.

PostgreSQL

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

Medatarun

Transform domain models into executable, shared assets for humans, systems, and AI agents, eliminating guesswork and rework.

DB Connect

Provides safe, read-only access to PostgreSQL, MySQL, and ClickHouse databases for comprehensive exploratory data analysis.

Mnemo

Provides persistent AI memory with hybrid search, semantic capabilities, and embedded synchronization across multiple machines.

WEMS

Connects AI assistants to authoritative natural hazard data sources, providing real-time monitoring and configurable alerts for critical global events.

Bullarc

Generates AI-powered trading signals by fusing multi-source data with 11 technical indicators, enabling backtesting and paper trading.

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.

Evokore

Aggregates and organizes over 200 specialized AI skills, prompts, and coding tasks for seamless integration with various AI assistants.

Copilot Mem

Provides persistent memory for GitHub Copilot, ensuring context is retained across chat sessions.

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.

SyncSync

Provides an advanced AI memory layer and agent tools, serving as a powerful Model Context Protocol (MCP) server for AI coding assistants.