Wren Engine is a semantic engine designed for MCP clients and AI agents, providing semantic layer support to enable AI to accurately understand enterprise data models and business logic. It supports multiple data sources and is embedded in MCP clients to ensure the accuracy and governance of data interaction.

An MCP server based on SQLite, providing database interaction and business intelligence analysis functions

Zaturn is an AI-powered data analytics assistant that enables natural language queries to obtain business insights and visualization results without writing code.

Web Application Penetration Testing MCP is a comprehensive tool focusing on the analysis of business logic security vulnerabilities. Through systematic crawling and analysis, it can identify security issues that standard scanners cannot detect.

A Python server that provides an interface for interacting with the WhatsApp Business API through FastMCP

Tailor Platform is a headless ERP platform that provides low-code development and composable application building capabilities, enabling business application configuration and management through the MCP server and GraphQL interfaces.

Spec Workflow MCP is a tool that guides AI to systematically complete software development through a structured workflow (requirements → design → tasks) to ensure that code implementation is consistent with business requirements.

The Xero MCP Server is a service implementation based on the Model Context Protocol (MCP) for connecting Xero's API and the MCP protocol, providing standardized access to accounting and business functions.

iFlytek Workflow MCP Server is an AI workflow scheduling system based on the MCP protocol, supporting multiple node types and advanced orchestration modes, enabling intelligent business process automation.

A comprehensive server for interacting with the WhatsApp Business API, supporting functions such as message sending, template management, media uploading, and business profile updates.

A server that provides standardized development rules and context for Business Central projects

SmartMemory is an MCP server that provides structured memory for LLMs. It converts conversation content into knowledge graphs through natural dialogue, enabling AI assistants to learn and apply business rules.

An MCP server that integrates with Lexware Office (formerly Lexoffice), providing an interface for managing business operations through the model context protocol.

Cronicorn is an intelligent HTTP job scheduling platform that automatically analyzes HTTP response content through AI, dynamically adjusts polling frequencies, coordinates multi - endpoint tasks, and implements automatic error recovery. Users only need to describe business logic in natural language.

Planfix MCP Server is a project that integrates the Planfix business management system with the Model Context Protocol (MCP), providing functions such as task management, project management, CRM contacts, and data analysis, and supporting operations through AI assistants such as Claude.

Proxy Feishu robots through the MCP server to achieve the integration of business logic between LLM models such as Claude/Cursor and Feishu robots

A server that converts traditional Web APIs into MCP tools, supporting batch API registration and request header management, simplifying the docking between business systems and large models.

The Explorium MCP Server is a service based on the Model Context Protocol that connects AI assistants to the Explorium business database and provides enterprise data query functionality.

The MSSQL MCP Server is a service that provides database interaction and business intelligence capabilities, supporting SQL query execution, business data analysis, and automatic generation of business insight memos.

The Fortnox MCP Server is a tool for integrating the Swedish accounting system Fortnox. Through the MCP protocol, LLM can manage invoices, customers, suppliers, orders, accounts, and vouchers, and provide business intelligence analysis. It supports both remote and local usage modes.

BPMN - MCP is a server based on the Model Context Protocol (MCP) for programmatically creating and operating BPMN 2.0 workflow diagrams. It allows AI assistants and other tools to generate, edit, and export business process diagrams in standard BPMN format.

The Enterprise Query MCP provides one-stop enterprise big data insight services, including business registration information query, risk scanning, scientific and technological innovation assessment, etc. It supports cloud-based and local deployment.

A server that provides standardized development rules and context for Business Central projects, supporting optimized use of the Cursor editor.

A Lemonade Stand game server based on the MCP protocol, enabling an AI interactive gaming experience through the Claude desktop client, including a weather system, business simulation, and other complete game mechanisms.

Rube is an MCP server based on the Composio platform that connects AI chat tools to over 500 business and productivity applications, enabling automated task execution through natural language commands.

The MCP server project of Yelp Fusion AI provides natural - language - based local business search and interaction functions, supporting multi - turn conversations, business queries, and restaurant reservations.

Implementation of the IoTDB MCP Server, providing database interaction and business intelligence functions

Odoo MCP Improved is an enhanced model context protocol server that provides a comprehensive AI integration solution for the Odoo ERP system, including advanced tools in business areas such as sales, procurement, inventory, and accounting.

MCP-ANY-REST is a REST API connector based on the Model Context Protocol standard. It enables secure and efficient connection between AI models and business systems through the ZML configuration language, supporting service orchestration and token authentication.

The AI-assisted Insights Agent is an MCP agent that can transform natural language questions into accurate, interpretable, and reproducible data insights. It translates business questions into SQL queries through a natural language interface, provides interpretable results (including query statements, metric definitions, and data quality), and ensures the reproducibility of analysis. It aims to bridge the gap between business questions and data answers, improving the efficiency and transparency of data analysis.

The Xero MCP Server is a service that implements the Model Context Protocol (MCP), providing a standardized access interface to Xero accounting and business functions, supporting functions such as OAuth2 authentication, contact management, and invoice creation.

An intelligent e-commerce dialogue agent system based on reinforcement learning, integrating ontology reasoning, business toolchains, dialogue memory, and a Gradio interface. It realizes closed-loop learning from data to training and then to deployment through the Stable Baselines3 PPO algorithm, and can autonomously optimize the decision-making strategy of the shopping assistant.

The Moneybird MCP Server is a protocol service that connects AI assistants with Moneybird accounting software, providing contact management, financial data access, and business operation functions.

Createve.AI Nexus is an open - source project that bridges the gap between AI agents and enterprise systems by implementing the Model Context Protocol (MCP) standard. It provides secure, real - time data access and system integration capabilities. It supports multiple AI platforms, has an enterprise - level security architecture, and can connect various business applications, sensor data, and document management systems.

A semantic metrics modeling assistant based on the MCP protocol that helps data teams define, validate, and visualize business metrics through a conversational interface. It provides enterprise-level data persistence, trust scoring, and BI tool integration, reducing cognitive burden and building data trust.

This project is a Twitter trend analysis MCP server that helps users discover business opportunities by connecting real-time Twitter trends with Claude's analysis capabilities. It includes a complete process such as environment configuration, API docking, server implementation, and Claude integration.

mulmocast-vision is an automated slide generation tool based on the MCP protocol and LLM. It offers over 80 business templates and can quickly create professional presentations such as proposals and strategic analyses.

An MCP server implementation based on MySQL, providing database interaction and business intelligence analysis functions, supporting SQL query execution, table structure management, business insight generation, etc.

NiagaBot is a smart WhatsApp business automation robot based on Qwen3-Omni AI, supporting functions such as multimodal message processing, group management, batch broadcasting, and data analysis

A simplified MCP server that provides direct access to the raw Markdown content without any processing or parsing, suitable for accessing business rules, documents, or knowledge bases.