Data Science & ML MCP 服务器

Neo4j

Enables natural language interaction with Neo4j databases and Aura accounts using the Model Context Protocol.

Hot News

Aggregates real-time hot topics data from various online platforms.

Project Synapse

Showcases Agent Communication Protocol (ACP), Agent-to-Agent (A2A), and Model Context Protocol (MCP) capabilities through a collaborative research swarm.

Contemplation

Integrates a continuous, background cognitive processing system that enables AI models to think between conversations.

Sheet Parser

Enables AI agents to parse, transform, and modify various spreadsheet file formats through a Model Context Protocol (MCP) server.

MoziChem

Enables AI assistants to perform complex chemical calculations, thermodynamic modeling, and process engineering tasks through Model Context Protocol (MCP) servers.

IG Trading

Integrates with IG Trading API to enable AI-powered trading and market analysis through a Model Context Protocol (MCP) server.

Gemini 2.5 Flash Image

Facilitates conversational image generation and editing using Google's Gemini 2.5 Flash Image Preview through a Model Context Protocol server.

Wolfe Lovense

Empowers AI with autonomous hardware control for proactive, physiological, and boundary-aware interactions using Lovense devices.

CourtListener

Provides AI agents with access to CourtListener's legal database, offering semantic and hybrid search, citation verification, and comprehensive legal research tools.

Lucene Search

Exposes Apache Lucene's full-text search capabilities through a conversational interface, enabling AI assistants to search, index, and manage document collections without technical expertise.

Stock Analysis

Provides AI agents with comprehensive single-stock analysis capabilities through a standardized Model Context Protocol server.

Qmd

Indexes and searches local Markdown files with high performance, offering BM25 full-text, vector semantic, and hybrid search, alongside an MCP server for AI agent integration.

StatsPlus

Exposes the StatsPlus API for Out of the Park Baseball (OOTP) as contextual tools for Claude and other Model Context Protocol clients.

Adif

Empowers AI agents with secure, typed access to Amateur Radio logging data, adhering to the ADIF 3.1.6 specification.

SpecLeft

Align feature intent with test coverage by transforming plans into version-controlled specs and generating test skeletons.

Stitch

Provides cross-tool memory for AI agents by stitching context, decisions, failed experiments, and warnings across various development tools and sessions.

Unified Interface

Integrate any Arduino-compatible microcontroller into an AI agent's toolkit, enabling AI control over physical devices.

DrawForge

Transforms reference diagrams into editable assets using an agent-guided loop integrated with Microsoft Visio.

Suno

Integrates Suno AI music generation, lyrics, and cover workflows into MCP-compatible clients via Ace Data Cloud.