Data Science & ML MCP 服务器

Crypto

Provides Claude AI with real-time cryptocurrency data from the CoinMarketCap API.

Server Hub

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

Ping Solana

Enables AI agents to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

Think Tool

Enables LLMs to improve reasoning by providing a 'think' tool that allows for iterative thought processing and scratchpad functionality.

HPC

Provides Model Context Protocol (MCP) tools for High-Performance Computing (HPC), enabling seamless integration with large language models in popular IDEs.

RAG Server

Provides a comprehensive Retrieval-Augmented Generation (RAG) server, offering robust file management and vector memory capabilities for AI agents.

News

Aggregates multi-source news, applying AI for synthesis and bias removal, while using conversation-aware caching for persistent information retrieval.

AgenticAI

Develops and deploys modular AI workflows and multi-agent systems for real-world automation tasks.

Graph Memory

Manages a persistent, indexed knowledge graph, enabling AI agents to store, retrieve, and organize information through entities, relationships, and observations.

Google Drive for Gemini CLI

Enables Google Gemini CLI to access and read native Google Drive documents (GDocs, GSheets, GSlides) accessible via the Windows virtual drive.

Polyglot DB

Provides a unified interface to query and manage 16 different databases using natural language.

Local Infrastructure Auditor

Empowers AI agents to run industry-standard auditing tools directly on your local machine for proactive code security and compliance.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

Watsonx

Enables Claude Code to delegate advanced AI tasks to IBM watsonx.ai foundation models like Granite, Llama, and Mistral.

WEMS

Connects AI assistants to authoritative natural hazard data sources, providing real-time monitoring and configurable alerts for critical global events.

Image Generator

Leverage Google Gemini models to generate and edit images through an MCP server client.

ENA

Provides a structured interface for AI agents to programmatically access and interact with European Nucleotide Archive (ENA) REST services.

SciCompute

Integrates diverse scientific computing engines and visualization tools for AI coding assistants.

Surreal Mem

Provides a high-performance, standalone Edge-RAG memory daemon for autonomous AI agents, featuring Bayesian retrieval, multi-language AST indexing, and enterprise semantic redaction.

SCB Open Data

Provides an unofficial FastMCP server to access Statistics Sweden's PxWebApi v2, offering official statistics covering employment, labor costs, wages, and other civil data from Sweden and other statistical agencies.