Data Science & ML Servidores MCP

Resend

Generates an MCP (Multi-Agent Conversation Protocol) server from an OpenAPI specification.

XLSX Reader

Facilitates advanced reading and analysis of Excel documents via a powerful Model Context Protocol server.

OpenAPI Context

Empower LLMs to efficiently retrieve context from OpenAPI specifications without polluting their internal context.

Strava Integration

Integrates Strava API with the Model Context Protocol SDK for training analysis and recommendations.

TapData

Enables Large Language Models to interact with TapData for database connection inspection, schema retrieval, and CRUD operations.

Sage 50 UK

Provides read-only access to Sage 50 UK data, enabling connections from AI clients like Claude Desktop via CData JDBC Drivers.

Casual Servers

Empowers large language models with external tool-calling capabilities for mathematical operations, time management, weather information, and linguistic lookups.

Laravel Model Context Protocol

Provides a Laravel package for interacting with Model Context Protocol (MCP) servers and implementing MCP servers.

Raccoon AI

Leverages the LAM API for web browsing, data extraction, and complex web tasks automation.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Gullak

Provides a lightweight server for personal finance management, financial news simplification, and local purchasing power comparisons.

PyBoy

Connects large language models to Game Boy games through emulation, enabling programmatic interaction and analysis.

Oxenstierna

Provides tools to access the Swedish National Archives through various APIs.

Oracle SCM

Connects Large Language Models (LLMs) to live Oracle SCM data, enabling natural language queries without SQL.

Example

Demonstrates Model Context Protocol (MCP) implementation with a Go-based host orchestrating services from both Go and Python servers.

NTP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and structured output for AI models.

Spring AI Demo

Exposes a Model Context Protocol (MCP) service using Spring AI.

Weather Server

Provides real-time weather information and summaries through a mock API, exposed as both REST endpoints and Model Context Protocol (MCP) tools.

Replicate Image Generate

Generates images using the Replicate Flux Schnell model via a simple HTTP API.

SAP Concur

Provides a read-only Model Context Protocol (MCP) interface to connect Large Language Models (LLMs) with SAP Concur data for natural language querying.