Data Science & ML MCP Servers

GraphQL Toolkit

Enables Large Language Models to interact dynamically with GraphQL APIs through schema introspection and query execution.

xBase by CData

Enables connection to xBase data from Claude Desktop using CData JDBC Drivers.

Mistral OCR

Enables Optical Character Recognition (OCR) on local files by leveraging Mistral AI's document processing capabilities.

Cloudinary Structured Metadata

Manages structured metadata fields, rules, and associated data to enhance asset organization and searchability.

SAP Concur

Provides a read-only Model Context Protocol (MCP) interface to connect Large Language Models (LLMs) with SAP Concur data for natural language querying.

Aptos

Integrates Aptos blockchain access into AI applications for managing accounts, tokens, and transactions.

Banxico

Accesses the Bank of Mexico (Banxico) SIE API to retrieve USD/MXN exchange rate data and various economic indicators.

Basic

Provides a simple, experimental server for integrating tools with local AI chat agents.

Reviewer

Integrates AI code review capabilities for GitHub and GitLab pull and merge requests.

Shopping Assistant

Integrates a LangGraph agent with ChatGPT Enterprise via a standardized Model Context Protocol server.

Clarify

Enables AI agents to ask clarification questions and receive structured user input through a human-in-the-loop interface.

Loop for Unity

Empowers AI agents to perform any action within the Unity Editor using its comprehensive API.

Claude Document Manager

Manages documents with intelligent formatting and summarization using natural language interaction powered by Claude AI and the Model Context Protocol.

Opendart FSS

Access Korea's DART/FSS corporate disclosure system, providing financial statements, shareholding, and market event data for AI assistants with smart Korean company search.

KVK

Integrates with the Dutch Chamber of Commerce (KVK) APIs to provide natural language access to business search, profiles, locations, and mutation signals via an MCP server.

Swiss Statistics

Provides direct access to 682 datasets from the Swiss Federal Statistical Office (BFS) across 21 themes via the STAT-TAB PxWeb API.

Apple to OpenAI

Integrate Apple's on-device AI models with any application via an OpenAI-compatible API server for private, local AI capabilities on Mac and Windows.

Memory

Provides a SQLite-backed server for persistent memory storage, full-text retrieval, and relationship graph traversal for AI assistants.

MapOracle

Provides a comprehensive suite of geolocation tools, including geocoding, routing, place search, and elevation data for AI agents.

Parallect

Empower AI assistants with deep research capabilities across multiple providers, enabling query submission, progress tracking, and retrieval of synthesized reports with cross-referenced citations.