Data Science & ML MCP Servers

Nsaf

Enables AI assistants to interact with the Neuro-Symbolic Autonomy Framework (NSAF) for agent self-design.

Gdrive

Enables AI models to search, list, and read files from Google Drive.

Docs Search

Enables LLMs to dynamically search and retrieve up-to-date documentation from popular AI libraries.

Agoda Review

Enables Large Language Models (LLMs) to find Agoda hotel reviews.

Uniswap Price

Delivers real-time token prices from Uniswap V3 across multiple blockchain networks.

WikiJS

Integrates WikiJS with AI assistants, enabling them to search and retrieve content from your WikiJS knowledge base.

Mobile Next

Enables scalable mobile automation and development for AI agents and LLMs across iOS and Android devices.

QuickChart

Generate various visualizations including charts, diagrams, barcodes, and QR codes using QuickChart.io APIs.

CodeFlow

Optimizes understanding of complex codebases by generating detailed call graphs, identifying critical elements, and providing semantic search capabilities.

FAF

Provides a universal Model Context Protocol (MCP) server for the IANA-registered Foundational AI-context Format (.FAF), ensuring persistent project context across various AI development platforms.

Data Fetch Server

Securely fetches web content and extracts data from web pages without executing JavaScript within a sandboxed environment.

Droid

Provides AI-assisted programming capabilities by encapsulating the Factory.ai Droid CLI within a high-performance Rust MCP server.

Daily StandAPP

Streamlines daily stand-up processes with integrated artificial intelligence features, leveraging Kotlin Multiplatform for cross-platform availability.

Stock Analysis

Provides AI agents with comprehensive single-stock analysis capabilities through a standardized Model Context Protocol server.

Hulunote

Integrates Claude with Hulunote, a bidirectional linking note-taking application, to enable AI-assisted knowledge management.

VAP Showcase

Provides a media execution control layer for AI agents, enabling image, video, and music generation with deterministic pricing and quality control.

Core

Bridges legacy databases to AI agents, enabling intelligent data analysis through the Model Context Protocol.

Agentic Identity

Establishes cryptographic identity for AI agents, enabling signed actions, verifiable audit trails, and scoped trust delegation.

Minecraft Survival

Enables LLM agents to autonomously play and survive in Minecraft using a Model Context Protocol server.

CSRankings

Provides CSRankings.org data to AI assistants for ranking CS institutions and exploring research profiles.