Data Science & ML MCPサーバー

File Finder & Whisper STT

Provides Model Context Protocol (MCP) servers for file searching and speech-to-text conversion.

Vertex AI Retail Search

Exposes Google Cloud's Vertex AI Search for Commerce as an AI agent tool, facilitating natural language product queries.

Trendwatch

Provides a FastMCP server to automate the collection and analysis of trending YouTube Shorts, enabling integration with AI platforms.

Slack

Automates Slack message fetching and processing using AI agents.

Fabric AI Agent

Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.

Annapurna

Streamlines grocery scanning, AI-driven meal planning, and nutrition tracking for a healthier lifestyle.

Cloudflare Playwright

Empowers AI assistants to perform web automation tasks by controlling a browser through a Model Control Protocol (MCP) server.

Yachtsy

Access AI-driven yacht marketplace insights, explore 25,000+ listings, and get expert sailing advice effortlessly.

Bedrock Lambda Agent

Builds a fully serverless LLM agent that dynamically manages memory and context using AWS Bedrock, Lambda-hosted MCP servers, and S3 Vectors.

Jokes Demo

Enables the deployment of a Model Context Protocol (MCP) server designed to deliver category-specific jokes and integrates it with Microsoft Copilot Studio.

UNHCR

Empowers AI agents to access comprehensive UNHCR data on forcibly displaced persons through a standardized interface.

Sieve

Quantifies startup potential across seven dimensions to streamline investment due diligence.

Multi-Agent Report Generator

Generates comprehensive reports from research papers and web searches using a secure multi-agent system.

Reflection Bank

Captures, compresses, and retrieves successful reasoning patterns from LLM sessions to improve efficiency and consistency.

Atlas

Provides a production-grade server for structured context and semantic retrieval (RAG) to enhance LLM agents in software engineering workflows.

Sensegrep

Perform semantic and structural code search for AI-native development by understanding code meaning rather than just text patterns.

Aarna

Provides AI agents with access to 138 Aarna API endpoints, enabling programmatic interaction with the Aarna vault.

Spotify

Enables AI agents to control Spotify music playback, search, and manage playlists.

JSON Data Tools

Offers robust JSON and data manipulation capabilities, including validation, schema comparison, transformation, and format conversions for AI agents.

AskAHuman

Empowers AI agents to request human verification for tasks requiring real-world understanding, common sense, or subjective evaluation.