Data Science & ML MCP Servers

IACR Cryptology ePrint Archive

Enables programmatic access to the IACR Cryptology ePrint Archive for efficient retrieval of cryptographic research papers.

Couchbase

Enables AI models to perform semantic searches for Star Wars planets using Couchbase's vector search.

Memory

Provides long-term memory for Large Language Models (LLMs) by implementing the Model Context Protocol (MCP).

Prometheus

Enables AI assistants to query and analyze Prometheus metrics through standardized Model Context Protocol (MCP) interfaces.

Akave

Enables AI models to interact with Akave's S3-compatible storage for managing buckets and objects.

Universal Image Generator

Generates high-quality images and performs transformations using multiple AI providers such as Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian, accessible via MCP-compatible applications.

Custom Database

Enables AI agents to securely execute queries against various databases without direct credential exposure.

Mathematica

Enables Large Language Models to securely execute Wolfram Language code in a session-based environment.

Geth Proxy

Bridges Ethereum JSON-RPC queries from Geth nodes to the Model Context Protocol (MCP) ecosystem.

Bridge Metrics

Provides real-time cross-chain bridge metrics for analyzing liquidity, transaction flows, and performance across blockchain networks.

K8S AI Assistant

Integrates a Kubernetes MCP server with an AI-powered UI plugin, deployable via Docker Compose.

CodeCortX

Provides lightning-fast, language-agnostic code analysis, instant symbol lookups, reference tracking, and semantic code search for large codebases.

Sqlew

Provides an efficient Model Context Protocol (MCP) server for context sharing and structured data management among Claude Code sub-agents.

Excel Read

Provides a dedicated server for Model Context Protocol (MCP) clients to efficiently read and search content within Excel files.

ATP Rankings Data Visualization

Collects, analyzes, and visualizes historical ATP tennis rankings data, offering a web interface, CLI tools, and AI integration.

Technical Analysis

Provides comprehensive market analysis with 80+ technical indicators, real-time data, and AI-powered insights for cryptocurrency trading.

Web Extract

Enables open-source web scraping and multimodal data extraction for AI model context and data gathering.

Goop Shield

Provides runtime defense for AI agents by intercepting prompts and LLM responses through a pipeline of inline defenses and output scanners.

Metabase

Enables AI assistants to interact with Metabase instances through a Model Context Protocol server.

Power BI Analyst

Connect Power BI semantic models to large language models for advanced data analysis, natural language querying, and automated insights, without external data relays.