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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 online search and data retrieval services" matching MCP servers:
- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for @imqueue — lets AI coding agents (Claude Code, Cursor and others) search the docs, scaffold typed services & clients and use @imqueue/cli live.6132,4241GPL 3.0
- FlicenseAqualityDmaintenanceRender hierarchical system diagrams as PNGs from YAML definitions using a four-level ontology of networks, factories, machines, and nodes.4
- AlicenseAqualityBmaintenanceLocal-first MCP server for storing and managing project architecture, modules, data flow, and usage examples with complete privacy.2856MIT
- AlicenseAqualityCmaintenanceEnables creation of infrastructure and architecture diagrams as code using the Python diagrams library, supporting 15+ cloud providers, 500+ node types, custom icons, and flowcharts with multiple output formats.52MIT
- FlicenseAqualityCmaintenanceMCP server for automatic technical documentation generation of Satrack projects.1
- AlicenseAqualityDmaintenanceEnables AI to analyze, query, and manage a graph-based representation of software architecture for impact analysis, dependency tracking, and design.20121AGPL 3.0
- AlicenseAqualityBmaintenanceEnables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.301MIT
- AlicenseBqualityFmaintenanceProvides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.37021MIT
- 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
- AlicenseCqualityDmaintenanceEnables creation and management of state/decision graphs using NetworkX, supporting directed graphs with conditional branches, edge ordering, path finding, and visualization through PNG exports or interactive web interface.24MIT
- AlicenseCqualityDmaintenanceEnables AI models to create and manage various types of diagrams (flowcharts, UML, network diagrams, etc.) via the Model Context Protocol.26896ISC
IcePanel MCP Serverofficial
Alicense-qualityDmaintenanceEnables interaction with IcePanel for architectural diagram management via MCP clients, such as Claude Desktop, Cursor, and Windsurf. Deprecated in favor of a remote MCP server.4615MIT- Alicense-qualityDmaintenanceConnects AI models to MasterGo design tools, enabling retrieval of DSL data, component documentation, and metadata from MasterGo design files for structured component development workflows.8,253ISC
coderadiusofficial
Alicense-qualityAmaintenanceEnables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.30Apache 2.0
CodeGraphofficial
Alicense-qualityAmaintenanceBuilds a semantic graph of codebases across 38 languages and exposes 42 MCP tools for structured code understanding, search, and impact analysis.56Apache 2.0
Archaic MCP Serverofficial
Alicense-qualityDmaintenanceIntegrates Archaic's AI-powered architecture analysis with Claude Code, enabling interactive exploration of component connections, data flows, and system structure through natural language.36MIT
NEAT MCP Serverofficial
Alicense-qualityAmaintenanceProvides AI agents with a live architecture model of a codebase, enabling queries for root cause analysis, blast radius, and dependency traversal through MCP tools.27917Apache 2.0
SGraph MCP Serverofficial
Alicense-qualityCmaintenanceGives AI agents instant access to software architecture, dependencies, and impact analysis through pre-computed sgraph models, replacing dozens of grep/read cycles with a single tool call.3MIT- Alicense-qualityAmaintenanceProvides a traversable knowledge graph of the NVIDIA NemoClaw stack, enabling deterministic queries over its architecture, dependencies, and policies via MCP.2MIT
