Data Science & ML MCP Servers

Mutation Clinical Trial Matching

Identifies mutation-specific clinical trials from clinicaltrials.gov based on genetic mutations.

File Scanner

Recursively scans directories to discover files and folders within a file system.

Ghidra

Exposes Ghidra's core functionality as an MCP server, enabling Large Language Models to autonomously reverse engineer applications.

OpenWebUI Jupyter

Integrates OpenWebUI, Jupyter Notebook with Manim, and an MCP server into a Docker environment for AI-powered code execution and mathematical visualizations.

Crew Optimizer

Provides tools and agents for solving linear and mixed-integer programming problems, translating natural language to LP JSON, and diagnosing infeasibility.

AI Research

Track real-time AI/LLM research advancements across multiple academic and development platforms.

Memex

Equips large language models with persistent memory and knowledge retrieval capabilities through semantic search over markdown vaults.

AI Managed Shopping List

Enables an AI language model to manage a PostgreSQL database for shopping lists through natural language commands.

Knowledge Graph

Manages knowledge graphs, including entities, relations, and time-based observations, with persistent storage and search capabilities.

Massive Context

Manages extremely large contexts (10M+ tokens) for AI models using intelligent chunking, sub-queries, and free local inference via Ollama.

LLM Backlog

Manages project backlogs using Git-native Markdown files, accessible via a web UI and an MCP endpoint for human and AI collaboration.

Agent Karma

Evaluates the trustworthiness of AI agent wallets by indexing public blockchain data and generating behavioral trust scores.

Belgian Law

Serves a comprehensive, verified database of 5,775 Belgian statutes and 142,743 legal provisions for AI-native legal research and compliance directly through MCP-compatible clients.

Mongo Scout

Scout MongoDB databases with AI, offering production-ready monitoring, diagnostics, data quality, and safe write operations within a secure Model Context Protocol server.

Amazon Sorftime Research Skill

Analyzes Amazon product listings and categories to provide detailed competitor insights and automate product selection.

Swiss SNB

Connects AI models to the Swiss National Bank's public data portal for exchange rates, balance sheet, interest rates, SARON, and monetary aggregates.

402 Crypto

Provides analysis-ready Bitcoin perpetuals market data as structured JSON, curated for AI agents and trading systems.

Sora

Facilitates AI video generation using OpenAI Sora through the AceDataCloud API via a Model Context Protocol server.

Lotlytics

Access comprehensive real estate market data and analytics for AI assistants like Claude and Cursor.

AI Copilot Playbook

Orchestrate, validate, and collaborate on AI copilots using automated templates, checklists, and dynamic configuration profiles for scalable and maintainable AI applications.