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MCP Server

28 articles · Page 1 of 1
DataFunTalk
DataFunTalk
Oct 1, 2026 · Artificial Intelligence

EvoOntology: Self-Evolving Ontology Boosts Data Agent Accuracy 17.8% While Cutting Tokens 20%

Renmin University's EvoOntology introduces a self-evolving ontology layer for data agents that transforms static semantic layers into runtime services, using execution traces to continuously patch content, tool, and schema layers via a builder agent and evolution agent with validation gates, improving trajectory-wise accuracy by 17.8% and reducing total token usage by 20% across multiple benchmarks.

Agent TrajectoriesDDR-BenchData Agents
0 likes · 17 min read
EvoOntology: Self-Evolving Ontology Boosts Data Agent Accuracy 17.8% While Cutting Tokens 20%
Architecture Digest
Architecture Digest
Sep 27, 2026 · Mobile Development

Mobile MCP: AI Controls Phones via Accessibility Trees, Not Pixels — 6.9k Stars, One API for iOS/Android

Mobile MCP is an open-source MCP server that lets AI agents automate iOS and Android devices by reading native accessibility trees instead of relying on vision models, providing 32 unified tools for testing, data extraction, and debugging across simulators, emulators, and real devices.

AI AgentMCP Serveraccessibility-tree
0 likes · 14 min read
Mobile MCP: AI Controls Phones via Accessibility Trees, Not Pixels — 6.9k Stars, One API for iOS/Android
AI Architecture Path
AI Architecture Path
Sep 4, 2026 · Artificial Intelligence

next-ai-draw-io: AI Generates Editable Draw.io Diagrams via Chat

This article reviews next-ai-draw-io, an open-source tool with 35.6K GitHub stars that uses LLMs to generate fully editable Draw.io diagrams from natural language, supporting 20+ models, multiple deployment options, image-to-diagram conversion, version history, and dual validation to prevent layout errors.

AI diagram generationArchitecture DiagramsLLM
0 likes · 14 min read
next-ai-draw-io: AI Generates Editable Draw.io Diagrams via Chat
Open Source Tech Hub
Open Source Tech Hub
Aug 19, 2026 · Databases

A 20 MB Open‑Source DB Client That Handles 80+ Databases, Replacing DBeaver and Navicat

DBX is a Rust‑and‑Tauri based, 20 MB single‑file, free, open‑source database client that supports over 80 relational, NoSQL, OLAP and search databases, includes an AI‑powered SQL assistant and native MCP server, and offers lightweight installation across macOS, Windows, Linux and Docker, positioning it as a modern alternative to DBeaver and Navicat.

AI SQLDatabase clientMCP Server
0 likes · 5 min read
A 20 MB Open‑Source DB Client That Handles 80+ Databases, Replacing DBeaver and Navicat
Data Bricklaying Diary
Data Bricklaying Diary
Aug 16, 2026 · Big Data

Ontology-Driven Data Governance: 8 Steps to Connect 4A from Business Scenarios to Feedback

This article presents an eight-step methodology for ontology-driven data governance that connects business, data, application, and technology architectures (4A) by starting from high-value business scenarios, establishing semantic kernels, mapping data evidence, linking application actions, referencing technical constraints, enforcing semantic quality, publishing usable semantic products, and closing the loop with operational feedback.

4A architectureAgentMCP Server
0 likes · 12 min read
Ontology-Driven Data Governance: 8 Steps to Connect 4A from Business Scenarios to Feedback
Architect's Tech Stack
Architect's Tech Stack
Aug 10, 2026 · Databases

Goodbye Navicat: Why the New Rust‑Based DBX Tool Is a Game‑Changer

The author, after a decade of Java backend work, compares the heavyweight Navicat and DBeaver with the lightweight 20 MB Rust‑built DBX client, highlighting its 70+ database support, zero‑install setup, advanced query editor, AI‑ready MCP server, and why it feels indispensable for backend and ops teams.

CodeMirrorDBXDatabase client
0 likes · 4 min read
Goodbye Navicat: Why the New Rust‑Based DBX Tool Is a Game‑Changer
AI Programming Lab
AI Programming Lab
Apr 13, 2026 · Frontend Development

Which Tool Wins for Claude Code Vibe Design: Figma or Pencil?

The article compares Figma’s MCP Server integration and Pencil’s Git‑based design files for feeding Claude Code, detailing each workflow, practical constraints, and recommending the best fit for solo developers versus teams with established design systems.

AI UI generationClaude CodeFigma
0 likes · 12 min read
Which Tool Wins for Claude Code Vibe Design: Figma or Pencil?
Amazon Cloud Developers
Amazon Cloud Developers
Mar 25, 2026 · Artificial Intelligence

Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore

This guide shows how fast‑fashion e‑commerce teams can use Amazon Bedrock AgentCore MCP Server to accelerate the development, configuration, testing, and deployment of a reliable, extensible AI customer‑service agent, cutting setup time from hours of documentation reading to minutes of instant code generation.

AI agentsAgentCoreAmazon Bedrock
0 likes · 26 min read
Build a Scalable E‑commerce Agent in Under 2 Hours with Amazon Bedrock AgentCore
Ubiquitous Tech
Ubiquitous Tech
Feb 15, 2026 · Backend Development

How to Properly Retrieve HTTP Request Headers in a Spring AI MCP Server

This article explains why the previous custom WebMvcStreamableServerTransportProvider approach is fragile, introduces Spring AI's standard TransportContextExtractor, and provides step‑by‑step code and screenshots showing how to configure the extractor, capture ServerRequest, and read HTTP headers, URL, query parameters, and other request data in an MCP Server.

HTTP headersJavaMCP Server
0 likes · 8 min read
How to Properly Retrieve HTTP Request Headers in a Spring AI MCP Server
Ubiquitous Tech
Ubiquitous Tech
Feb 2, 2026 · Artificial Intelligence

How to Make OpenClaw Self‑Sustaining: Let Your AI Assistant Auto‑Evolve and Install Skills

This guide walks through four practical experiences with OpenClaw—daily maintenance commands, using the AI assistant to install Feishu skills, automating MCP Server deployment via the mcporter skill, and switching to free ZhiPu models to cut costs—while highlighting security and cost considerations.

Cost OptimizationFeishuMCP Server
0 likes · 8 min read
How to Make OpenClaw Self‑Sustaining: Let Your AI Assistant Auto‑Evolve and Install Skills
Xiaolong Cloud Tech Team
Xiaolong Cloud Tech Team
Oct 27, 2025 · Backend Development

Top MCP Server Picks for 2025: Automate Repetitive Tasks with AI

The article surveys the most popular Model Context Protocol (MCP) Server implementations in 2025, explains their core features, compares them across use‑cases, and provides practical guidance on selecting and quickly deploying the right server to automate repetitive development workflows.

AI automationFastMCPGitHub
0 likes · 13 min read
Top MCP Server Picks for 2025: Automate Repetitive Tasks with AI
Alibaba Cloud Developer
Alibaba Cloud Developer
Oct 17, 2025 · Databases

Explore PolarDB‑X v2.4.2: New Proxy, Multi‑Language Connectors, and High‑Performance Features

PolarDB‑X version 2.4.2 introduces a Java‑based proxy, multi‑language client drivers, enhanced HA switching, MySQL‑compatible replication, performance testing results, and the open‑source MCP server for AI integration, providing a comprehensive overview of the latest distributed database capabilities.

ConnectorMCP ServerMySQL replication
0 likes · 19 min read
Explore PolarDB‑X v2.4.2: New Proxy, Multi‑Language Connectors, and High‑Performance Features
21CTO
21CTO
Oct 15, 2025 · Databases

Oracle Launches AI Database 26ai with Built‑In Agent Factory and MCP Server

Oracle's new AI Database 26ai replaces the earlier 23c version, adding generative and agent‑based AI capabilities, built‑in Agent Factory, MCP server integration, advanced security features, and forming the foundation for an Autonomous AI Lakehouse, while offering seamless upgrades for existing customers.

AI DatabaseAgent FactoryMCP Server
0 likes · 5 min read
Oracle Launches AI Database 26ai with Built‑In Agent Factory and MCP Server
Ubiquitous Tech
Ubiquitous Tech
Aug 30, 2025 · Cloud Native

How Higress AI Gateway Turns Business APIs into an MCP Server

The article explains how to replace manual MCP Server development with Higress AI Gateway's API‑to‑MCP feature, showing step‑by‑step Docker setup, configuration of a simple SpringBoot service, MCP tool definition, request‑template options, and the resulting zero‑code deployment for AI agents.

AI GatewayAPI-to-MCPConfiguration
0 likes · 13 min read
How Higress AI Gateway Turns Business APIs into an MCP Server
Ubiquitous Tech
Ubiquitous Tech
Aug 21, 2025 · Backend Development

Build a Streamable HTTP MCP Server with Spring AI 1.1

This article walks through creating a Java Spring Boot MCP Server that supports Streamable HTTP using the newly released Spring AI 1.1 snapshot, covering repository setup, Maven dependencies, configuration, service implementation, and verification with example code and screenshots.

BackendMCPMCP Server
0 likes · 14 min read
Build a Streamable HTTP MCP Server with Spring AI 1.1
Alibaba Cloud Observability
Alibaba Cloud Observability
Aug 18, 2025 · Information Security

How to Use MCP Server for Real‑Time AccessKey Security Audits in Cloud Native Environments

This guide walks through a real‑time security investigation of suspicious AccessKey activity using Alibaba Cloud's MCP server, detailing environment setup, JSON configuration, natural‑language queries, and four practical audit scenarios—including tracking AK usage, identifying high‑risk operations, monitoring root account activity, and summarizing recent cloud service events.

AccessKeyAlibaba CloudMCP Server
0 likes · 8 min read
How to Use MCP Server for Real‑Time AccessKey Security Audits in Cloud Native Environments
Ubiquitous Tech
Ubiquitous Tech
Aug 13, 2025 · Backend Development

Designing a Generic TypeScript MCP Server Framework – Lesson 11

This article walks through building a reusable TypeScript MCP Server framework using strategy and factory patterns, showing project setup, core type definitions, a sample DeployHtml tool, a singleton registry, Express‑SSE integration, automatic tool loading, and a side‑by‑side comparison with a Java implementation.

BackendExpressFactory Pattern
0 likes · 17 min read
Designing a Generic TypeScript MCP Server Framework – Lesson 11
AI Large Model Application Practice
AI Large Model Application Practice
Jul 2, 2025 · Artificial Intelligence

Build a PPT‑Powered RAG Engine with Visual Models and MCP Server

This article explains how to construct a Retrieval‑Augmented Generation (RAG) pipeline for multi‑page PPT documents by converting slides to images, extracting content with a vision model, indexing with LlamaIndex and Chroma, and exposing the functionality through an MCP Server with tools for adding, querying, and managing PPTs.

MCP ServerPPTPython
0 likes · 13 min read
Build a PPT‑Powered RAG Engine with Visual Models and MCP Server
Alibaba Cloud Native
Alibaba Cloud Native
May 28, 2025 · Cloud Native

How Alibaba Cloud Function Compute Cuts MCP Server Idle Costs by Up to 87%

This article explains how Alibaba Cloud Function Compute (FC) provides a serverless, pay‑per‑use environment for MCP Server, introduces the session‑affinity challenges that cause resource idle time, and details the idle‑billing mechanism that can reduce overall MCP Server costs by as much as 87% while preserving performance.

Cost OptimizationFunction ComputeIdle Billing
0 likes · 10 min read
How Alibaba Cloud Function Compute Cuts MCP Server Idle Costs by Up to 87%
Alibaba Cloud Native
Alibaba Cloud Native
May 6, 2025 · Cloud Native

How to Leverage Alibaba Cloud’s MCP Server for AI‑Powered DevOps Automation

This guide explains what Alibaba Cloud's MCP Server is, outlines its AI‑enabled DevOps capabilities such as code repository management, merge‑request handling and project management, and provides step‑by‑step instructions for prerequisites, installation, configuration, and a practical AI‑assisted development scenario using Tongyi Code.

Alibaba CloudCode RepositoryDevOps
0 likes · 7 min read
How to Leverage Alibaba Cloud’s MCP Server for AI‑Powered DevOps Automation
Ubiquitous Tech
Ubiquitous Tech
Apr 30, 2025 · Artificial Intelligence

Building a Train Ticket Query MCP Server with Qwen3: A Practical Guide

This article walks through creating a TypeScript‑based train‑ticket MCP Server that leverages the Qwen‑3 14B model and Model Context Protocol, detailing setup, configuration, the provided query and time tools, example interactions, and links to the open‑source repositories.

AI Tool CallingMCP ServerModel Context Protocol
0 likes · 10 min read
Building a Train Ticket Query MCP Server with Qwen3: A Practical Guide
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 22, 2025 · Artificial Intelligence

Can AI Self‑Upgrade by Writing Its Own Code? A Detective Game Demo

This article showcases how an AI can self‑upgrade by dynamically injecting and executing JavaScript code within a simulated detective game, using an MCP server that provides tools for starting the game, retrieving clues, executing code, and submitting a solution, ultimately identifying the thief through logical reasoning.

AI self‑upgradeJavaScriptMCP Server
0 likes · 15 min read
Can AI Self‑Upgrade by Writing Its Own Code? A Detective Game Demo
Continuous Delivery 2.0
Continuous Delivery 2.0
Apr 14, 2025 · Backend Development

Building a Simple MCP Time Server with FastMCP and Cursor

This article walks through solving Cursor's inaccurate date handling by installing an MCP time server, creating a minimal FastMCP‑based MCP server in Python, configuring Cursor to use it, and demonstrating how to automate time‑stamped task tracking with practical code examples.

CursorFastMCPMCP Server
0 likes · 6 min read
Building a Simple MCP Time Server with FastMCP and Cursor
Fun with Large Models
Fun with Large Models
Apr 12, 2025 · Artificial Intelligence

Build a No‑Code Travel‑Planning AI Assistant with VS Code, Cline, and Gaode MCP Server

This guide walks through setting up VS Code, installing the Cline plugin, configuring a Gaode Map MCP Server API key, and using the DeepSeek model to generate a personalized park‑recommendation agent and a visual HTML page, while also explaining the stdio‑based communication between Cline and the MCP Server.

AI AgentClineDeepSeek
0 likes · 15 min read
Build a No‑Code Travel‑Planning AI Assistant with VS Code, Cline, and Gaode MCP Server
Alibaba Middleware
Alibaba Middleware
Apr 3, 2025 · Cloud Computing

One-Click Deploy Dify + MCP Server for Rapid AI Agent Development

This article walks through using Alibaba Cloud Serverless Application Engine (SAE) to deploy the open‑source Dify AI platform together with an MCP Server, covering resource preparation, template‑based installation, agent configuration, testing, and how SAE’s built‑in CI/CD, elasticity and high‑availability features address common production challenges.

AI agentsCI/CDDify
0 likes · 12 min read
One-Click Deploy Dify + MCP Server for Rapid AI Agent Development