Data Science & ML MCP Servers

Elasticsearch

Integrates with Elasticsearch to manage Message Conversion Protocol (MCP) data through a RESTful API.

Dlis

Analyzes Digital Log Interchange Standard (DLIS) files to extract channel data and metadata for LLM applications.

Tracxn

Provides a standardized Model Context Protocol interface for Large Language Models to interact with Tracxn financial data.

Server Scaffold

Provides a foundational project for building Model Context Protocol (MCP) servers.

Node.js Tools

Facilitates secure and controlled interaction between AI models and various data sources or tools via the Model Context Protocol.

MedScan

Extracts and analyzes medical reports using AI, offering health insights via chat and voice support for various Indian languages.

Alpha Vantage

Provides a gateway to Alpha Vantage's comprehensive financial market data, offering real-time stock quotes, forex rates, cryptocurrency prices, technical indicators, and fundamental company data.

VCF Agent

Facilitates genomic variant analysis by exposing Variant Calling Format (VCF) files to Large Language Model (LLM) agents.

Mathematical & LLM Services

Facilitates mathematical calculations and large language model interactions through a standardized Model Context Protocol interface.

Nova

Facilitates customer registration via an external API and enables AI-powered interactions through a GPT-4o-mini chatbot.

Handsai

Enables Large Language Models (LLMs) to dynamically discover and execute API tools through a unified Model-facing Controller Protocol (MCP) interface.

Context Memory

Enables an intelligent assistant to store, retrieve, and update user preferences and memories through an MCP-driven chat interface.

SQL Inspector

Enables AI to inspect SQL databases and analyze query performance.

Virtual Filesystem

Provides AI agents with a persistent, session-isolated virtual filesystem backed by PostgreSQL, exposed via Model Context Protocol tools.

NoAPI Google Search

Automate Google search queries and fetch web page content locally using a headless Chromium instance.

Dadosgovbr

Enables AI chatbots to search, explore, and analyze open datasets from Brazilian government portals through conversational queries.

Supply Chain Digital Twin

Simulate and analyze supply chain disruptions, bottlenecks, and resilience using advanced digital twin models.

Multi-Model LLM

Queries OpenAI, Google, and Anthropic large language models in parallel, providing consolidated responses for direct comparison within Cursor Agent mode.

Agentic Web Scraper

Automates web content scraping, performs web searches, and fetches news via an interactive AI agent.

Recall

Provides a fully local, persistent memory system for AI agents, enabling them to remember, search, and forget information across sessions.