Data Science & ML MCP Servers

Wireshark

Enables AI assistants to directly access Wireshark's network analysis capabilities, empowering automated troubleshooting, packet analysis, and network monitoring.

Ledger

Powers an intelligent, AI-agent-driven backend service for comprehensive accounting and ledger management.

MySQL

Enables large language models to securely access, inspect, and query MySQL databases with enhanced capabilities.

Waldzell Metagames

Provides a Model Context Protocol (MCP) server offering a comprehensive library of game-theoretic workflows and problem-solving frameworks for AI-assisted development.

Image Recognition

Leverage AI to analyze images from URLs and generate detailed descriptions using OpenAI's vision models.

Sap Hana By CData

Enables querying SAP HANA data from Claude Desktop using CData JDBC Drivers.

Fortuna

Generates high-quality random values via a dedicated server for AI agents and various simulation needs.

Finance

Integrates with SEC EDGAR to provide comprehensive financial data and analysis tools for Large Language Models.

USPTO Enriched Citation API v3

Provides a high-performance Model Context Protocol server for USPTO Enriched Citation API v3, enabling AI-powered data extraction and token-saving context reduction for patent research.

Odoo

Facilitates AI-driven automation and intelligent integrations with Odoo ERP systems, streamlining business processes and enhancing workflow management.

Foundation Models

Enables text generation through Apple's on-device Foundation Models, providing secure and private AI capabilities to Model Context Protocol (MCP) clients.

ZenMemory

Implements a full Model Context Protocol (MCP) server with Solana on-chain memory context capabilities.

Xgmem

Manages project-specific and knowledge graph-based memory for LLMs and agents.

Droit Français

Provides a unified interface to query public French legal APIs, including Légifrance for legislation and JudiLibre for jurisprudence, enabling enhanced large language model interactions.

Pokemon

Provides Pokemon information retrieval, comparison, type matchup analysis, and team composition suggestions.

Context Engine

Performs comprehensive project analysis through real code parsing, AST-level component extraction, and intelligent context generation for AI coding assistants.

MindMesh

Orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm to produce optimally coherent responses.

Stock Analysis

Provides stock market data from the Alpha Vantage API for use with Model Context Protocol (MCP) clients.

AI Endurance

Connects AI Endurance training platforms to AI assistants for conversational access to training data, workouts, and performance analytics.

Excel Integration

Enables large language models to read and write local Excel files using the MCP protocol.