Data Science & ML MCP 服务器

Verodat

Integrates Verodat's data and AI capabilities into AI systems via the Model Context Protocol.

PhenoAge Clock

Calculates biological age and provides health insights using the Morgan Levine PhenoAge clock formula based on blood biomarkers.

JDBCX

Enables data communication between various data sources and the JDBCX server using a Python implementation of the MCP protocol.

OpenAI GPT Image

Enables image generation and editing within MCP-compatible clients using OpenAI's GPT-4o/gpt-image-1 APIs.

File Rank

Ranks files within a codebase by importance and tracks dependencies.

Financial

Provides real-time financial analysis, stock monitoring, and market intelligence through a custom Model Context Protocol server.

JP's Collection

Offers a comprehensive suite of Model Context Protocol (MCP) modules for AI assistants, enabling system operations, Google services integration, and advanced text processing.

Local Knowledge Base

Establishes a ChromaDB-based local knowledge base system supporting text and PDF documents for vectorized storage and efficient similarity retrieval.

TrainerML

Automates machine learning workflows, from data analysis to model deployment, with Model Context Protocol integration.

PostgreSQL

Provides a Model Context Protocol server for read-only access to PostgreSQL databases, enabling LLMs to inspect schemas and execute queries.

GPT-5

Facilitates seamless integration between Claude and OpenAI's GPT-5 API using the Model Context Protocol.

Better Qdrant

Manages Qdrant vector database collections and performs semantic searches using various embedding services.

Databricks

Provides a server interface for programmatic interaction with Databricks.

Google Sheet Access

Provides seamless access to Google Sheets data for AI analysis through the Model Context Protocol.

TianGong AI

Provides a local server for the TianGong AI Model Context Protocol, supporting streamable HTTP communication.

PentestThinking

Automates attack path planning and provides step-by-step reasoning for penetration testing, CTFs, and HTB challenges.

Baidu iRAG

Integrates Baidu's iRAG image generation API, allowing Model Context Protocol (MCP) clients to create images through a standardized interface.

Complete Agentic AI Engineering

Develops real-world AI applications using advanced agentic frameworks and tools.

Aws Knowledge Base Retrieval

Retrieves information from the AWS Knowledge Base using the Bedrock Agent Runtime, enabling Retrieval-Augmented Generation (RAG).

Atris

Access and interact with the Audius music platform using natural language via Large Language Models.