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"A comparison for backend service architecture" matching MCP servers:
- AlicenseAqualityCmaintenanceRead-only MySQL MCP server that lets AI agents list tables, describe schemas, and run SELECT/SHOW/EXPLAIN queries with a row cap, bound to a single database for safety.3MIT
- AlicenseAqualityCmaintenanceConnects AI assistants to Jira Service Management instances, providing 40 tools for managing service desks, requests, comments, customers, organizations, queues, SLA, approvals, and attachments.401MIT
- AlicenseAqualityDmaintenanceEnables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.21MIT
- AlicenseAqualityBmaintenanceExposes five tools for querying and analyzing a customer-support dataset, including listing categories/intents, filtering, counting, and summarizing records.5MIT
- MIT
- AlicenseAqualityCmaintenanceProvides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.4051Apache 2.0
- AlicenseAqualityCmaintenanceMCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.12MIT
- FlicenseAqualityDmaintenanceProvides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.7
- AlicenseAqualityCmaintenanceEnables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.20161MIT
- AlicenseAqualityCmaintenanceProvides real-time stock market data and analysis from Chinese markets through 34 MCP tools, including K-line charts, technical indicators, fundamental analysis, financial metrics, and market insights without requiring authentication or API tokens.3453MIT
- AlicenseAqualityAmaintenanceEnables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.5227Apache 2.0
- FlicenseBqualityDmaintenanceAn MCP server for evaluating C# project architecture quality using the Modularity Maturity Index (MMI) framework. It provides tools for detecting layering violations, circular dependencies, and encapsulation issues with interactive D3.js visualizations.9
- FlicenseBqualityCmaintenanceEnables backend test quality analysis for GPA e-commerce, including coverage analysis, reverse engineering, architecture mapping, and test suite generation.23
- FlicenseCqualityCmaintenanceAn AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.154
- AlicenseAqualityDmaintenancePersistent memory management for AI assistants like Claude, enabling creation, search, and retrieval of memories with tagging and triggers.10MIT
- AlicenseAqualityAmaintenanceAn Operit-compatible adapter of the Exa MCP server, enabling web search, code search, and company research capabilities in AI assistants. It fixes MCP handshake compatibility issues, allowing tools like web_search_exa and web_fetch_exa to load and run reliably.218,221MIT
- AlicenseAqualityDmaintenanceMCP server for Azure Service Bus that enables sending messages, inspecting queues and subscriptions, and purging test data. Complements the built-in Azure MCP server by adding write operations.19MIT
- AlicenseAqualityCmaintenanceProvides echo tools for testing MCP protocol functionality with message echoing, delayed responses, and JSON data analysis capabilities.31MIT
- AlicenseAqualityBmaintenanceEnables exploring Microsoft Fabric / Power BI workspaces and semantic models, and executing ad-hoc DAX queries.57MIT