Data Science & ML MCP 서버

Tavily Search

Enables search functionality via the Tavily API within the Model Context Protocol framework.

MotherDuckdb

Enables interaction with MotherDuck and local DuckDB databases using the Model Context Protocol.

Chef Agent

Leverages a Neo4j-backed knowledge graph and AI agents to provide real-time recipe querying, web scraping, dynamic graph updates, and personalized cooking assistance.

File System

Intelligently scans directories and files, leveraging large language models to uncover deeper insights within your file system.

YouTube Transcript

Enables Claude AI to extract transcripts from YouTube videos, offering zero-setup access across all platforms.

Ragtag

Indexes local documents and runs Retrieval Augmented Generation (RAG) search to provide context for AI tools.

JSON

Query and manipulate JSON data using powerful JSONPath expressions.

DataGraph City

Connects AI clients to an urban intelligence knowledge graph for civic problem-solving through natural language queries.

MyPersona

Empower AI agents with emotional memory, mood tracking, and behavioral prediction capabilities.

Cortex

Establishes a persistent intelligence layer for LLM-powered agents, enabling memory and learned patterns to compound across development sessions.

Atlassian Gateway

Connects large language models to external systems such as Jira, Stash, Confluence, and Git using a microservices-based gateway.

Lithuanian Law

Provides a comprehensive, AI-readable database of 12,045 Lithuanian statutes, enabling advanced legal research and cybersecurity compliance.

Engram

Provides local-first, semantic long-term memory for AI agents, enabling sophisticated retrieval beyond keyword matching.

Knowledge Graph

Analyzes cross-project API impact across multi-project workspaces by building a knowledge graph from source code to enable AI client queries.

Ajan SQL

Provides an AI-safe Model Context Protocol (MCP) server for schema-aware, read-only SQL access to PostgreSQL databases.

Seedream

Enables AI image generation and editing through ByteDance Seedream models, accessible via Ace Data Cloud's Model Context Protocol server.

GroundAPI

Provides a unified real-time data layer for AI agents, offering tools for finance, web search, news, weather, and logistics.

SnapAPI

Transforms any messy URL into clean, denoised Markdown or structured JSON for LLMs and RAG pipelines.

Teardrop

Provides a streaming AI agent API that reasons, calls tools, and builds structured UI components, streaming results via Server-Sent Events.

Banana

Generate AI images and edit existing ones using Google Gemini models directly within a Claude Code terminal session.