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maintenanceProvides reference implementations of MCP servers using FastAPI and FastMCP, including calculator and RSS/Atom feed parser tools.
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"Examples of MCPs (Microservices Communication Protocols) That Do Not Require API Keys" matching MCP servers:
- AlicenseAqualityCmaintenanceEnables AI assistants to understand and analyze Spring Boot codebases through static analysis, allowing natural language queries about endpoints, classes, dependencies, and architecture without running the application.13MIT
- FlicenseAqualityCmaintenanceGenerates complete, production-ready REST, GraphQL, and microservice APIs with built-in security, validation, and deployment configurations.5
- FlicenseNot gradedqualityAmaintenanceAn MCP server that gives an AI agent read and write access to a live SysML v2 model through the vendor-neutral OMG SysML v2 REST API.
- AlicenseNot gradedqualityCmaintenanceA centralized remote MCP server that gives AI coding assistants real-time microservices architecture intelligence, including service search, database schema lookup, API discovery, and change blast-radius analysis.MIT
- AlicenseNot gradedqualityDmaintenanceParses Mermaid ER diagrams to create PostgreSQL tables and automatically generates REST and GraphQL CRUD APIs.MIT
- FlicenseAqualityBmaintenanceA Model Context Protocol server that gives an LLM a structured visual layer to describe what exists and get back a clean, precise SVG diagram instead of ASCII art.10
- FlicenseAqualityBmaintenanceAn MCP server that builds a local webpage to view AI plans, reports, and diagrams, so the AI only needs to send a URL pointer instead of long text. It provides three tools (view_plan, view_report, view_diagram) and tracks project changes for diff viewing.3
- AlicenseAqualityAmaintenanceA single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.3Apache 2.0
- AlicenseAqualityAmaintenanceAn MCP server that lets AI agents drive FigJam boards through a local Figma plugin, bypassing API rate limits with 19 tools for reading, writing, and editing FigJam content.19242MIT
- AlicenseAqualityDmaintenanceLocal-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.2863MIT
- AlicenseAqualityAmaintenanceArchitectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.137MIT
- FlicenseAqualityDmaintenanceAn MCP server that analyzes and traces business code flows across your codebase, enabling developers to quickly understand the complete execution path of features from frontend to backend to database.7
- AlicenseAqualityAmaintenanceA comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP tools for scene manipulation, asset management, and blueprint control. It enables real-time perception and editor automation using the Remote Control API and file-based protocols.252MIT
- AlicenseAqualityDmaintenanceA lightweight sketch canvas that lets users draw ideas and sync them in real-time to AI via MCP, enabling visual communication without exports.21313MIT
- AlicenseAqualityBmaintenanceProvides deep structural analysis of TypeScript and JavaScript code via the TypeScript Compiler API, offering 20 tools for functions, types, call graphs, code quality, dead code detection, and IDE integration.2053MIT
- AlicenseAqualityDmaintenanceA deterministic architecture audit engine for Cursor. It enforces visual Mermaid protocols to prevent LLM hallucinations, ensuring AI modifies code based on strict blueprints.17MIT
- FlicenseAqualityDmaintenanceA design orchestrator that brings Superdesign capabilities to Claude Code as native tools, enabling AI-powered UI design, wireframing, component creation, and logo/icon generation without requiring Anthropic API keys.977
- AlicenseBqualityBmaintenanceMCP server that bridges AI agents with WSQLite, enabling search, design, and deployment of high-performance SQLite-backed services with industry-standard patterns and architecture enforcement.6MIT
- AlicenseBqualityAmaintenanceEnables AI agents to programmatically create, modify, and analyze Draw.io diagrams through the Model Context Protocol. Supports generating architectural diagrams, flowcharts, and visualizations with bidirectional communication between AI systems and Draw.io.13741,443MIT