Data Science & ML Servidores MCP

IACR Cryptology ePrint Archive

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

NPS Explorer

Query APIs for national park overviews, trails, alerts, events, and weather forecasts, making park data accessible to LLMs.

Prometheus

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

Gemini Image

Generates and edits images with Google Gemini AI, offering diverse aspect ratios, context image guidance, and watermark capabilities.

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.

RAG

Implements a Python-based server for Retrieval-Augmented Generation (RAG) workflows, managing context, tool invocation, and model output for clients like Claude Desktop.

ATP Rankings Data Visualization

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

ParseFlow

Provides a comprehensive document parsing solution, supporting various office formats, OCR, and AI-driven semantic search for integration with AI assistants.

K3s

Enables AI assistants to manage K3s Kubernetes clusters through natural language commands.

Subconductor

Manages complex, multi-step AI agent workflows as a persistent state machine, preventing context drift.

Goop Shield

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

Consolidation Memory

Establishes local-first persistent memory for AI agents, enabling them to store, recall, and consolidate knowledge across interactions without cloud dependencies.

Foundry Agents

Exposes Azure AI Foundry agents, workflows, and Azure AI Search capabilities as Model Context Protocol (MCP) tools.

Pūrmemo

Provides AI assistants with a persistent memory and identity layer to enhance conversational context across multiple platforms.

CatoBot AutoExperiment

Facilitates autonomous experimentation by providing a domain-agnostic Model Context Protocol server for AI agents to drive metric-driven optimization with reproducible history.

AMI

Exposes ATLAS AMI and PMG cross-section database as tools for Large Language Models.

CNKI Crawler

Crawls China National Knowledge Infrastructure (CNKI) for academic papers, providing retrieval and content extraction capabilities for AI assistants.

Agent Memory Bridge

Provides an MCP-native memory layer for coding agents to transform real-time coding sessions into reusable engineering knowledge.