Data Science & ML MCP 服务器

Ctgov

Enables analysis of clinical trial data from the AACT database, tracking development trends, and generating analysis memos.

Dalle

Generates and edits images using OpenAI's DALL-E API through a Model Context Protocol (MCP) server.

Apple Notes

Enables semantic search and Retrieval Augmented Generation (RAG) over Apple Notes using AI assistants like Claude.

Data Extractor

Extracts embedded data and SVG components from TypeScript/JavaScript source code into structured JSON and SVG files.

Thingsboard

Leverages Thingsboard data to provide context for Large Language Model (LLM) tools.

Nostrdb

Enables Large Language Models to query local Nostr databases using the `ndb` command-line tool.

Simple Memory Extension

Extends the context window of agents by providing memory storage and retrieval capabilities.

BloodHound

Analyzes and visualizes complex network relationships within Active Directory environments.

Phalcon

Provides blockchain transaction analysis tools by integrating with the BlockSec platform.

CasualMarket

Offers a comprehensive Model Context Protocol (MCP) server for Taiwan stock trading, delivering real-time stock prices, in-depth financial analysis, and extensive market insights.

RegenNexus

Facilitates secure and low-latency communication between diverse devices, robots, applications, and AI agents through a Universal Agent Protocol.

Vert.x

Integrates Model Context Protocol (MCP) servers into Vert.x applications, providing a high-performance, non-blocking transport layer.

jQAssistant Graph RAG

Transforms jQAssistant-generated Neo4j graphs into semantically rich, AI-ready knowledge graphs for Java/Kotlin source code analysis.

PubMed Search

Provides AI agents with a professional, multi-source server for biomedical literature research and advanced analysis.

Optopsy

Backtest options trading strategies, simulate performance, and screen for optimal approaches through an AI-driven interface.

Octobrain

Provides a standalone memory management system for AI context and conversation state.

OntoClaw

Compiles natural language skill definitions into validated OWL 2 ontologies for building deterministic enterprise AI agents.

YantrikDB

Provides cognitive memory for AI agents, enabling automatic context recall, decision remembering, and contradiction detection.

Zero-Vector

Manages AI persona memory and provides high-performance vector similarity search capabilities through a Model Context Protocol interface.

WinScript

Provides a Windows-native automation API enabling AI agents with system-level desktop control akin to AppleScript on macOS.