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.

PostgreSQL

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

Wildcard

Injects true randomness into LLM outputs by selecting from user-defined lists, resisting common output gravity wells.

Fivetran

Control Fivetran data pipelines to manage syncs, monitor connection status, and configure data sources.

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.

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.

MemFabric

Enables AI agents to autonomously organize and manage their long-term memory using plain markdown files, eliminating the need for embeddings or vector databases.

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.