Data Science & ML MCPサーバー

Smooth Ocean

Provides AI-powered developer support for debugging Django and MySQL applications through a multi-agent pipeline.

Amazon Athena by CData

Enables querying Amazon Athena data from Claude Desktop using CData JDBC Drivers.

WebSocket

Implements a Model Context Protocol (MCP) server and client using WebSockets for improved communication with local language models.

Prompt Optimizer

Optimizes AI prompts with high-performance real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

Aerodrome Finance

Enables AI assistants to programmatically interact with Aerodrome Finance DEX operations on the Base blockchain via the Model Context Protocol.

Pymupdf4llm

Exports PDF files to markdown format, optimized for use with Large Language Models (LLMs).

MiniMe

Enhances AI coding assistants by providing a persistent memory and cross-project intelligence layer within integrated development environments.

Server Hub

Facilitates interactions with various AI service APIs, including Hugging Face and Dify.

Wikipedia

Provides a Model Context Protocol interface for querying Wikipedia content.

FS Query

Extracts code symbols like functions, classes, and structs from codebases with surgical precision for AI assistants.

Hot Topic

Fetches trending topics from various online platforms using the Model Context Protocol (MCP).

Formula One

Provides Formula One racing data, including event schedules, driver information, telemetry, and race results, through a Model Context Protocol (MCP) server.

Financial Data Provider

Provides real-time financial data and calculations through a set of APIs.

Garmincn

Retrieves health data from Garmin China user accounts for interaction and analysis with AI.

Crewai Claude

Facilitates the setup of multi-agent AI systems using the crewAI framework for effective collaboration on complex tasks.

AlphaVantage Azure Function

Connects AI agents to the AlphaVantage Financial API via an Azure Function, exposing financial data as MCP tools.

Informix DB

Provides a standardized Model Context Protocol (MCP) interface for AI assistants and other clients to safely query Informix databases.

Hong Kong Law Data

Provides access to Hong Kong law and security related data through a FastMCP interface.

Mobile

Simplifies mobile application development for Android, iOS, and Flutter by providing essential backend services and AI-powered tools.

Story Collecting Agent

Transforms natural language queries into structured story datasets by integrating Google Search results into classified Excel files.