Data Science & ML MCP Servers

Factsets

Provides a local, persistent, and self-maintaining knowledge base for AI agents via the Model Context Protocol.

Flask Plus

Builds Model Context Protocol (MCP) servers using Flask to expose type-safe tools, resources, and prompts with automatic JSON schema generation and streaming.

Veo 3

Generates high-quality videos from text prompts or images using Google's Veo 3 and Gemini APIs, featuring realistic motion and audio.

Natural Language OS

Enables an innovative operating system experience that uses natural language for structure and control, powered by an LLM as its kernel.

Tavily

Enables AI agents with real-time web search, content extraction, and site mapping capabilities using the Tavily AI platform.

PullPush

Enables AI assistants to search historical Reddit comments and submissions through the PullPush.io API.

QualAI

Empower qualitative researchers with AI-driven analysis tools and a community-contributed methodology library.

SourceSync.ai

Enables AI models to interact with SourceSync.ai's knowledge management platform through a standardized interface.

Godot

Enables AI assistants to interact with the Godot game engine, offering control over the editor, projects, and scenes.

DeepRef

Connects large language models with scholarly APIs to retrieve and structure citations and abstracts for trustworthy research assistance.

Lazy

Provides real-time data for calculator, IP lookup, and weather functionalities via a Model Context Protocol server.

Matter AI

Integrates advanced code review, implementation planning, and pull request generation directly into IDEs for AI agents.

AI Job Hunting Agent

Automates the job search process by continuously scraping listings, analyzing CVs, and scoring job description matches in real-time.

Simple FS

Enables filesystem operations using natural language commands processed by a local LLM.

Google Antigravity

Leverages advanced AI services to elevate productivity and streamline cloud operations.

Mission Control

Automate and validate tasks for Claude Code with a domain-agnostic system for autonomous execution and self-verification.

SMB Server

Enables AI agents to access SMB/CIFS shares or local filesystem paths at runtime while preserving native permissions.

ArXiv Humanity

Empowers AI assistants to deeply read, analyze, and synthesize scientific breakthroughs from ArXiv in real-time.

PostgreSQL

Empowers AI assistants to perform PostgreSQL database operations through natural language queries and safe SQL execution using a specialized Model Context Protocol server.

Local Documents

Provides a server for interacting with local documents on Windows, enabling efficient listing, content extraction, and optical character recognition (OCR) on scanned PDFs.