Data Science & ML MCP Servers

WinTerm

Enables AI models to programmatically interact with the Windows command line interface.

MongoDB by CData

Exposes MongoDB data to LLMs like Claude Desktop through a read-only Model Context Protocol (MCP) server, leveraging CData JDBC Drivers.

Zt-Pii-Agent

Detects personally identifiable information (PII) within data.

Snowflake Read-Only Server

Enables running SQL queries and exposes data insights and schema context from Snowflake databases.

AI Examples

Provides a curated collection of practical AI and LLM examples using various frameworks and tools.

IBHack

Orchestrates intelligent tool discovery and recommendation from Python directories using Google Gemini AI.

Confluence Knowledge Base

Transforms Confluence documentation into an AI-powered knowledge base, enabling natural language queries via Gemini CLI.

PostgreSQL

Connects and interacts with PostgreSQL databases, offering structured access to data for analysis through resources, tools, and prompts.

Multimodal Search

Enables low-latency multimodal search across a footwear image database using voice, text, and image queries.

Claude Sidekick

Integrates Ollama's local large language models with Claude Code and other Model Context Protocol (MCP) clients.

Peripheral

Generates a comprehensive self-model from your AI conversations and serves it as tools for other AI agents.

Intelligence Aeternum

Provides a robust marketplace server for AI training datasets, specializing in 2M+ museum artworks enriched with 111-field Golden Codex metadata and supporting x402 USDC micropayments on Base L2.

Crypto APIs Contracts

Provides access to smart contract ABIs and on-chain data for EVM and Solana blockchains via Crypto APIs.

Brave Search

Integrates Brave Search into AI agents, providing web search results optimized for large language model consumption.

UI5 Server

Provides a specialized server with modular tools for SAPUI5/Fiori development, encompassing project analysis, code generation, refactoring, validation, and documentation retrieval.

Seedance

Generates AI-powered videos from text or images using ByteDance Seedance through the AceDataCloud API, accessible via Model Context Protocol clients.

Vite MF Monorepo RAG

Enables Claude Code to semantically recall legacy codebase chunks for migration and pattern finding.

MCP Find

Discover open-source Model Context Protocol (MCP) servers with AI-agent optimized search and configuration snippets.

Beautiful CCG

Orchestrates prompts across multiple large language model CLIs, enabling pipeline chaining and strategy-based routing.

Forgent

Orchestrates AI subagents on demand, routing tasks across various agent ecosystems and frameworks for optimal execution.