Data Science & ML MCP 服务器

Supabase Data Explorer

Exposes Supabase PostgreSQL database schemas as resources and provides data analysis tools.

Research

Enables internet research via Perplexity AI through the Model Completion Protocol (MCP).

Qdrant

Manages vectors, performs similarity searches, and provides automatic text-to-vector embedding for the Qdrant vector database.

AI Agent Servers

Provides a suite of specialized servers to enhance AI system capabilities with advanced mapping, autonomous browsing, and deep research functionalities.

Tushare

Provides AI assistants with access to comprehensive Chinese financial market data via the Tushare API.

Multi-Agent E-commerce

Orchestrates an e-commerce system using collaborative AI agents for customer consultation, inventory management, and automated order processing.

Sammelsurium

Integrates diverse information retrieval tools, including web search, Wikipedia, weather, and calendar access, to enhance local language models with up-to-date data.

Blender

Empower Blender as a powerful server to control numerous tools via API for AI-driven 3D workflows and automation.

IncidentFlow

Automates incident detection from Windows Event Logs, classifies severity with AI, and dispatches real-time alerts to Slack.

Medicare Part D

Provides access to CMS Medicare Part D drug spending and prescriber data via a Model Context Protocol server.

SQL Bridge

Enables AI assistants to interact with MySQL databases using natural language queries via the Model Context Protocol.

Homecastr

Generates probabilistic home value forecasts for any US address, providing forward-looking price predictions with confidence bands.

Multi-LLM Hub

Securely orchestrates interactions with multiple LLM providers through a sandboxed, key-gated API gateway with a robust MCP interface.

Memory OS AI

Provides AI agents with an adaptive semantic memory system by transforming local documents and chat history into queryable knowledge.

O'Process

Empowers AI assistants with real-time access to a unified taxonomy of 2,325 enterprise processes and 3,910 KPIs from APQC, ITIL, and SCOR frameworks.

Msprof Profiler

Analyzes Ascend PyTorch Profiler performance data for large language models, identifying bottlenecks and optimizing execution.

New Relic

Provides a comprehensive suite of 26+ tools for querying, monitoring, and analyzing New Relic observability data, including NRQL, entities, alerts, and logs.

Scraper

Compresses web pages into clean markdown for AI agents, achieving 70-80% token reduction for efficient context management.

Kubeflow

Exposes Kubeflow training operations as tools, enabling AI assistants to manage distributed model training on Kubernetes through natural conversation.

SafeFetch

Provides a secure, stable, and controllable web fetching service designed for local AI agents.