Data Science & ML MCPサーバー

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API within a secure environment.

Hackernew

Provides an AI-friendly server for interacting with Hacker News data.

Agentic Product App

Powers an end-to-end voice and natural language product search with an AI chat assistant.

Resume Agent

Provides intelligent, queryable responses about a user's professional background through a standardized Model Context Protocol server.

Hospitaliti Jobs Knowledge Base

Provides Large Language Models with access to job-related data from the Hospitaliti Jobs API.

Error Relay

Relays detailed error logs from other MCP servers to LLMs, enabling more intelligent error recovery and reducing token waste.

Company

Enables AI (LLM) access to proprietary in-house systems to leverage data, update information, and generate reports.

MySQL

Provides a secure, controlled interface for AI assistants to interact with and analyze MySQL databases.

Research Assistant

Manages intelligent research data using vector embeddings and semantic search for saving, organizing, and retrieving content, deployed on AWS EC2.

Gemini Hydra

Extends Gemini CLI with an Ollama-powered MCP server, featuring prompt optimization, speculative decoding, and self-correction for enhanced AI interactions.

Provimedia

Streamline Chainguard MCP management with long-term memory, task tracking, and multiple operational modes for enhanced efficiency.

Memory

Manages and compacts an agent's local memory logs using an embedded database and AI embeddings.

AI Autonomous Traders

Simulates a team of autonomous AI traders using large language models and real market data to research opportunities, execute trades, and visualize portfolio performance.

Pandemic Biosurveillance

Aggregates biosurveillance intelligence for disease outbreak data, pathogen tracking, epidemiological trends, and pandemic preparedness indicators.

Arena

Orchestrates multi-agent AI competitions and collaborations for tasks like debates, code reviews, and red-team challenges across various AI models.

Transition

Provides AI-powered, personalized multisport coaching with adaptive training plans and performance analysis for triathletes, runners, and cyclists.

Registrum

Access enriched UK company data, structured financials, and corporate networks without needing a Companies House API key.

OSINT

Exposes 64 Open-Source Intelligence (OSINT) tools as a Model Context Protocol server for AI agent consumption.

Shopify

Provides read-only access to Shopify Admin API data, including products, orders, customers, and shop information, with multi-store support.

Universal IntelliSense

Connects large language models to a wide array of Language Servers, providing comprehensive IntelliSense capabilities for diverse programming languages.