Data Science & ML MCP Servers

Elasticsearch

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

Apache CouchDB by CData

Enables connecting to Apache CouchDB data from Claude Desktop through CData JDBC Drivers.

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.

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.

DuckDuckGo

Enables web search through DuckDuckGo and intelligently fetches and parses webpage content.

Mathematical & LLM Services

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

Handsai

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

Travel Planner

Provides AI-powered assistance for multi-destination travel planning, integrating real-time information and personalized itinerary generation.

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.

Pantion

Guides AI agents through a structured dialog to converge on precise software specifications, eliminating silent defaults and reducing post-generation correction loops.

Dadosgovbr

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

Kino

Provides production-grade Rust components for video streaming infrastructure, including HLS/DASH manifest parsing, adaptive bitrate control, audio fingerprinting, and formally verified state machines.

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.

Crossref Academic

Provides AI agents access to scientific papers, citations, and academic research data by querying major open academic APIs.

Recall

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