Data Science & ML MCP Servers

Translation Server

Facilitates high-performance Manchu-Chinese bidirectional translation using advanced linguistic processing and deep learning.

IBM DB2 by CData

Enables querying of live IBM DB2 data within Large Language Models (LLMs) like Claude Desktop using a read-only Model Context Protocol (MCP) server.

Kleros Court

Retrieves comprehensive Kleros court dispute data from multiple blockchain networks, including meta-evidence and evidence submissions.

XDS110 Co-Debugger

Enables Large Language Models to co-debug Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and analytical capabilities through an OpenOCD proxy architecture.

ArXiv

Facilitates searching, retrieving, and managing academic papers from arXiv.org via a command-line interface and an LLM-integrable server.

Mineru

Integrates with Mineru API to parse documents using the Model Context Protocol, offering advanced recognition and multi-format support.

Dataset Preview

Provides GenAI agents with a secure mechanism to inspect dataset samples before performing analysis.

Tempo AI

Connects Claude and ChatGPT with the Tempo AI API for seamless data retrieval and analysis of fitness, wellness, and event information.

McpServer

Provides an Elixir DSL for defining Model Context Protocol (MCP) tools, prompts, and routers.

Docs

Searches Model Context Protocol documentation using advanced ranking algorithms and provides full document content retrieval.

View Image

Provides image viewing capabilities for AI agents, accepting images via file path or base64 data and returning them in a standardized multipart format with metadata.

SAMC

Integrates structured periodization with adaptive, physiology-driven decision-making for training.

Customer Intelligence Protocol

Detects hidden risks and optimal opportunities across any domain using a deterministic 4-layer scoring kernel for AI reasoning.

Remember

Empower AI assistants with a persistent, searchable memory system that builds knowledge graphs and personalizes interactions.

LexRAG

Provides a memory and code intelligence layer for software agents to enhance AI-assisted development.

Neo4j Knowledge Graph

Provides a scalable, high-performance knowledge graph memory system with semantic retrieval, contextual recall, and temporal awareness for LLM clients.

Mac Camera

Captures photos and records videos using your Mac's camera.

CognOS Session Memory

Verifies and injects high-confidence context into LLM sessions to prevent fragmentation and improve continuity.

Saurellius

Manages enterprise cloud payroll, tax compliance, and workforce operations with an end-to-end solution.

Runa

Enforces contracts and validates work products for reliable multi-step AI agent workflows.