Data Science & ML Servidores MCP

Atlassian Bitbucket

Integrates Atlassian Bitbucket Server/Data Center with AI systems through a Model Context Protocol (MCP) server.

Weather

Provides weather information via the National Weather Service (NWS) API using the Model Context Protocol.

Oracle Eloqua

Connects Large Language Models (LLMs) like Claude Desktop to Oracle Eloqua data via a Model Context Protocol (MCP) interface.

Gmail

Connects large language models to Gmail, enabling secure email management through the Gmail API.

ContextHub

Connects data warehouses to AI assistants and agents, enhancing LLM understanding of data structure and business context.

LightRAG

Provides a tool-based interface to a locally running LightRAG HTTP API, enabling programmatic interaction with its capabilities.

Management Core

Processes real-time voice commands to facilitate sales transactions and offers API endpoints for managing inventory, notes, and financial forecasts.

Convolut

Enables AI agents to interact with the Convolut Context Bank by providing 11 powerful tools for context management and AI-powered operations.

Mnienu

Enables AI assistants like Claude to interact with Databricks workspaces by hosting Model Context Protocol (MCP) prompts and tools on Databricks Apps.

Weather

Integrates real-time and forecasted weather data from Open-Meteo into Large Language Models via the Model Context Protocol.

ManualMind

Provides AI-powered natural language search and query capabilities for user manuals and documents.

FastMCP Examples

Implement Model Context Protocol servers in Python for diverse applications and transport mechanisms, demonstrating integration with LangChain for LLM tool discovery.

LLM Radar

Provides real-time, up-to-date intelligence about AI models from OpenAI, Anthropic, and Google to your AI assistant.

Mathematica

Provides a server interface for interacting with WolframScript, enabling programmatic evaluation of Wolfram Language code and retrieval of Wolfram Engine details.

Agent Playground

Experiment with AI agent architectures, LLM integrations, and API routing using a modular Python playground.

Deadends.dev

Provides structured failure knowledge, including dead ends, workarounds, and error transition graphs, for AI agents to improve debugging and problem-solving.

Gmail

Provides Gmail integration tools for sending and searching emails, enabling AI agents to interact with inboxes.

Euler

Provides agent-ready API access to 16 analytics tools for the Euler DeFi protocol.

Energy Grid

Provides real-time and forecast energy grid data, including CO2 intensity, power mix, and prices, to optimize AI tasks for sustainability and cost-efficiency.

Movoice

Empower users to create and manage voice AI agents directly from development environments like Claude Desktop or Cursor using natural language.