Data Science & ML MCP Servers

MariaDB by CData

Enables querying live MariaDB data from LLMs like Claude Desktop through a Model Context Protocol (MCP) interface.

Elasticsearch

Connects agents to Elasticsearch data, enabling natural language interaction with indices through the Model Context Protocol.

Movie Database

Offers programmatic access to a MongoDB movie database, enabling efficient querying and analysis.

LlamaIndex

Construct a local client for the Model Context Protocol (MCP) using LlamaIndex to interact with local servers.

Hacker News

Provides AI assistants access to Hacker News data by acting as a bridge to its API.

MariaDB

Exposes MariaDB databases and vector stores through a Model Context Protocol (MCP) interface for AI assistant integration.

TypeScript Boilerplate

Provides a boilerplate project for rapidly developing Model Context Protocol servers using the TypeScript SDK.

Lecture

Process PDF lecture materials, extracting text, chunking for large language models, and converting to clean Markdown with LaTeX support.

RAG Memory PostgreSQL

Manages RAG-enabled memory with a PostgreSQL/Supabase backend, providing knowledge graph, document management, and semantic search capabilities for AI applications.

Toon Parse

Optimizes LLM context by stripping code comments, minimizing whitespace, and converting various data formats to TOON for reduced token usage.

Muninn

Provides a local-first, assistant-agnostic persistent memory engine for AI agents, featuring advanced hybrid retrieval and neuroscience-inspired memory management.

Systemic Risk Contagion

Model systemic risk contagion across financial networks to identify critical nodes, exposure chains, and cascade failure probabilities.

IONIS

Provides AI assistants with access to vast amateur radio telemetry datasets for comprehensive HF propagation analytics.

Poco

Provides a standalone service module designed to host Poco platform's diverse open interfaces for AI consumption.

MetricDuck

Provides AI-native access to MetricDuck's comprehensive financial data API for AI assistants.

Iddaa

Accesses iddaa sportsbook data, offering local and remote transport for MCP-compatible workflows.

Booked

Analyzes prospect websites to generate tailored AI personas for voice agents, enhancing real-time customer interactions.

Qdrant Skills

Manages vector-based skills in Qdrant, enabling AI agents to semantically search, load, and manipulate knowledge.

Firebreak

Empower AI models to conduct offensive security testing and attack simulations against target systems.

Optometry AI Safety

Ensures FDA SaMD and CE marking compliance for ophthalmic AI devices by providing classification, audit, and checklist functionalities.