Data Science & ML MCP 서버

PostgreSQL

Connects and interacts with PostgreSQL databases, offering structured access to data for analysis through resources, tools, and prompts.

Memory

Manages dynamic short-term and trigger-based long-term memory for AI models, supporting multiple conversations and Chinese language processing.

PDF to CSV

Extracts tabular data from PDF files and converts it into CSV format.

Time-Aware

Provides AI agents with real-time awareness through a `time_now` tool.

Creative Ideation

Generates context-aware categories and options for AI-powered creative thinking support using the Gemini API.

AINative ZeroDB

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB.

Runware

Provides lightning-fast image and video generation tools by leveraging the Runware API through a Model Context Protocol server.

StatFlow

Automates comprehensive statistical analysis and report generation from MySQL databases, providing AI assistants with powerful data processing capabilities.

MaxKB

Empower the creation of enterprise-grade AI agents through an open-source platform designed for simplicity and high performance.

Databricks

Integrates AI assistants like Claude with Databricks workspaces by hosting Model Context Protocol prompts and tools on Databricks Apps.

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.

473 Project

Integrates with the NASA API to provide users with space-related information and imagery.

RAG

Provides a Retrieval-Augmented Generation (RAG) server for efficient document ingestion, vector storage, and AI-powered question answering.

Deepseek

Provides cloud-hosted access for AI agents to Deepseek's cost-effective LLMs (R1 & V3), offering significant cost savings over other providers.

Memory

Provides SQLite-backed memory for agents, featuring a CLI and programmatic API for robust storage and retrieval of information.

APIVerve

Provides seamless access to over 249 production-ready APIs through the Model Context Protocol, enabling AI assistants and MCP-compatible clients to interact with a vast ecosystem of data and functionality.

Stock Query System

Retrieves comprehensive stock market information using AI-powered natural language understanding and reliable financial data sources.

Spotify

Empowers AI assistants to curate and manage Spotify playlists using 10 specialized tools for smart creation, top track analysis, and automated recommendations.

Rust Song API

Generates random song information via a RESTful API with Model Context Protocol (MCP) integration.

Food

Provides comprehensive search for food products, including pricing and nutritional data, for AI agents.