Data Science & ML Servidores MCP

Lumina Docs

Manages intelligent structured documents to prevent token overflow in large language models and ensure content consistency.

Epicor Kinetic

Provides a Model Context Protocol (MCP) interface to enable large language models to query live Epicor Kinetic data via CData JDBC Drivers.

Salesloft

Exposes Salesloft data as relational SQL models through an MCP interface for natural language querying by large language models.

Weather Demo

Integrates external resources, tools, and prompts with the Anthropic AI SDK via the ModelContextProtocol.

Beach Status

Provides Large Language Models (LLMs) with real-time context on Massachusetts beaches and current conditions.

RAG Fusion

Provides a powerful Retrieval-Augmented Generation (RAG) server with dynamic support for various embedding providers via the Model Context Protocol (MCP).

Aide

Provides a lightweight, MCP-compatible server built with Bun.js and Elysia for advanced AI integrations.

OCR Document Intelligence

Enables AI assistants to intelligently read and process both scanned and digital PDF documents using integrated Optical Character Recognition (OCR) and a robust caching system.

Universal Offer

Connects AI applications to leading e-commerce platforms for intelligent product search, price negotiation, and discount generation.

Memory

Provides SQLite-backed memory for agents, featuring a CLI and programmatic API for robust storage and retrieval of information.

Cloudscape Docs

Enables seamless semantic search over AWS Cloudscape documentation, assisting AI agents and coding assistants in retrieving relevant information.

SHIM

Automate code quality analysis, identify improvement opportunities, and coordinate multi-AI agents for software development.

Agents

Invokes AI agents through an OpenAI-compatible Model Context Protocol server, allowing for customized prompts, models, and queries.

OpenAlex

Provides AI agents with structured tools to search and retrieve academic articles, authors, and institutions from the OpenAlex scholarly database.

Crypto APIs Transactions

Access detailed transaction data across EVM, UTXO, Solana, XRP, and Kaspa blockchains via Crypto APIs.

Figma Context

Delivers Figma design information to AI coding agents, optimized for UI building with substantial data size reduction and CSS-aligned properties.

Rayatouille

Monitor and manage Ray clusters directly from your terminal with a comprehensive UI.

Google Sheets & Apps Script

Integrates autonomous AI agents with Google Sheets and Google Apps Script by providing a comprehensive set of spreadsheet and script execution tools.

Engram

Provides local-first, semantic long-term memory for AI agents, enabling sophisticated retrieval beyond keyword matching.

PyJHora

Exposes comprehensive Vedic astrology calculations as typed, discoverable tools for Large Language Models using the Model Context Protocol.