Data Science & ML MCP 서버

Mem0

Manages long-term agent memory and serves as a Python template for building Model Context Protocol servers.

Agent

Provides a robust Model Context Protocol agent for integrating web search capabilities into AI applications and research workflows.

Ask

Functions as a versatile AI agent and an MCP server, extending Large Language Models and development environments with advanced capabilities and tool integrations.

CSV

Manages CSV files comprehensively through creation, editing, analysis, and transformation operations.

SimDoc

Integrates scientific simulation documentation for tools like PyBaMM and Cantera with AI assistants via the Model Context Protocol.

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.

Zomato Demo

Connect AI chat assistants like Claude Desktop to the Zomato food ordering system, enabling exploration of restaurants, menu browsing, and food orders.

PersonalGPT

Provides a robust AI backend for retrieval-augmented generation (RAG) chat, enabling users to interact with their documents or engage in general conversations.

Vault Graph

Provides AI agents with structured access to Obsidian knowledge graphs for enhanced navigation and ranking.

Qubitsok

Connects AI agents to a comprehensive platform for quantum computing jobs, research papers, and researcher profiles.

ODM Decision Center AI Assistant

Empowers AI assistants to interact with IBM ODM Decision Center, automating business rule, decision table, and ruleflow management.

GopherFetch

Provides large language models with a concise Markdown digest of GitHub repositories, including file trees and key file contents, even for projects without a README.

Snow

Provides AI agents with a persistent, contextual "brain" by bridging stateless AI reasoning with local filesystem persistence.

Modular RAG

Offers a pluggable and observable modular RAG service framework, exposing tool interfaces via MCP for direct integration with AI assistants like Copilot and Claude.

Pexbot

Enables AI agents to perform simulated crypto trading with real-time Upbit prices, offering comprehensive performance tracking and autonomous operation.

AI Salesperson

Provides a fast, AI-powered backend for e-commerce platforms, enabling multimodal product search and metadata-based filtering.

FDA

Access FDA drug event reports, drug labels, and food recall records through the openFDA API.

Localthink

Offload large file queries to a local LLM for Claude Code, preserving context and significantly reducing token usage.

Brasil

Empowers AI agents to seamlessly access public government and civic data from 41 distinct Brazilian APIs.

Atlassian Agent

Automates management tasks for Jira and Confluence using an AI-powered agent.