A
licenseA
qualityB
maintenanceStop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.
5
3
MIT
74,671 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.nao1234g
io.github.kimjin8
com.serdaroztetik
app.getcallme
"Understanding Optimized Routing and Orchestrated Call Strategies" matching MCP servers:
- FlicenseAqualityBmaintenanceEnables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.181
- AlicenseAqualityCmaintenanceCross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, and TypeScript. Indexes source code into embedded KuzuDB via tree-sitter and exposes 30+ tools for call-flow tracing, multi-hop taint analysis (OWASP/CWE/PCI/STIG), entry-point reachability filtering, performance hotspot detection, and license compliance — without reading source files. 95% fewer tokens vs source-read331MIT
- 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
- AlicenseCqualityDmaintenanceEnables agents to analyze codebases (local or GitHub) and automatically generate Mermaid diagrams rendered as PNG images via Kroki, providing visual understanding of project structure and flow through file discovery, reading, and diagram generation.315MIT
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
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-qualityCmaintenanceScans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources.MIT
- Alicense-qualityCmaintenanceProvides tools for creating, deleting, and querying nodes and edges in Excalidraw diagrams, enabling diagram editing via LLM interfaces.944MIT
- Alicense-qualityFmaintenanceEnables to create and edit Microsoft Visio diagrams programmatically via a standardized API.86MIT
- Alicense-qualityCmaintenanceA Model Context Protocol server for creating and managing draw.io diagrams with batch operations and rich node types.7431Apache 2.0
- Alicense-qualityCmaintenanceMCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.MIT
- Alicense-qualityDmaintenanceProvides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.785ISC
- Alicense-qualityBmaintenanceMCP server enabling AI agents to design and deploy WRedis/Redis-backed services using expert patterns, architecture scaffolding, and a unified CLI.MIT
- Alicense-qualityDmaintenanceAn MCP server that equips AI assistants with specialized, opinionated development playbooks for building microservices, frontends, databases, and DevOps pipelines. It integrates with clients like VS Code Copilot, Claude Desktop, and Cursor to provide battle-tested expertise.49MIT
- Alicense-qualityAmaintenanceProvides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.MIT
- Alicense-qualityCmaintenanceMCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.78MIT
- Alicense-qualityDmaintenanceThe Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub17109MIT
- Alicense-qualityBmaintenanceEnables generating cloud architecture diagrams, flowcharts, sequence diagrams, and more using three rendering engines: mingrammer/diagrams, Mermaid, and PlantUML.3MIT
- Alicense-qualityCmaintenanceEnables AI assistants to discover, document, and generate React code using the pastel-themed Baby Design UI component library. It provides tools for retrieving design tokens and component specifications to streamline the development of user interfaces.MIT