Data Science & ML Servidores MCP

Excel

Provides Excel file manipulation capabilities without requiring Microsoft Excel installation.

Apple Notes

Enables semantic search and Retrieval Augmented Generation (RAG) over Apple Notes using AI assistants like Claude.

Findata

Retrieves stock data from the Alpha Vantage API for use as context in Large Language Models.

Data Extractor

Extracts embedded data and SVG components from TypeScript/JavaScript source code into structured JSON and SVG files.

Nostrdb

Enables Large Language Models to query local Nostr databases using the `ndb` command-line tool.

Weather Data Access

Connects a Python client application with a weather data server, allowing users to query weather information using natural language.

Jina AI

Transforms web content into large language model (LLM) friendly formats using Jina.ai's reader service.

MarineTraffic

Provides access to real-time and historical vessel tracking data from MarineTraffic.

NetSuite by CData

Exposes NetSuite data to Large Language Models (LLMs) through a Model Context Protocol (MCP) interface, enabling natural language querying.

IntelliNode Medical

Orchestrates AI workflows for healthcare applications using a graph-based architecture.

Synapse

Transforms raw text into interconnected knowledge graphs and autonomously generates insights through advanced pattern detection.

Hydrolix

Provides an MCP server interface, enabling large language models to interact with Hydrolix clusters for executing SQL queries and introspecting database schemas.

Data Commons

Provides an HTTP API endpoint for a Model Context Protocol (MCP) server, enabling access to data from diverse open-access publishers using an LLM and search API.

Banrepco

Serves Colombian inflation data and related tools via a remote Model Context Protocol (MCP) server.

DOI Citation Verifier

Ensures the accuracy of academic citations by verifying them against the CrossRef database, preventing large language models from hallucinating references.

MoltGrid

Provides open-source infrastructure for autonomous AI agents, unifying memory, messaging, task queues, and a marketplace within a single API.

Inkscape

Provides an MCP server to programmatically control the Inkscape SVG editor.

Immich Photo Manager

Manages and curates self-hosted Immich photo libraries using AI-powered search, geographic albums, and cleanup tools.

YantrikDB

Provides cognitive memory for AI agents, enabling automatic context recall, decision remembering, and contradiction detection.

Database

Provides a single-binary MCP server to connect AI assistants with MySQL, MariaDB, PostgreSQL, and SQLite databases.