A
license-
qualityB
maintenanceProvides a code graph querying and visualization MCP server, enabling users to search, trace, and describe code components, overlay diffs, and explore architecture through natural language.
MIT
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"A tool or platform to search within a codebase" matching MCP servers:
- AlicenseAqualityDmaintenanceScore your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.81MIT
- Alicense-qualityAmaintenanceStatic codebase analysis as MCP tools — give AI coding agents a map of your repo instead of letting them burn half their tokens rediscovering it file by file.51MIT
- Alicense-qualityCmaintenanceProvides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.121MIT
- AlicenseAqualityDmaintenanceAnalyzes software projects to extract architecture, build dependency graphs, and predict the impact of code changes.241MIT
- Alicense-qualityBmaintenanceAn MCP server that helps transfer C4 diagrams from DrawIO and PlantUML into a DocHub architecture repository.MIT
- AlicenseBqualityDmaintenanceTurn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.656MIT
- Alicense-qualityCmaintenanceAn MCP server that adds engineering discipline to AI-assisted development, enforcing evidence-gated TDD, security review, backup strategy, and deployment generation to turn AI-generated code into production-ready software.5710MIT
- Alicense-quality-maintenanceEnables AI agents like Claude to interact with Figma designs through 50+ tools for creating, styling, and manipulating design elements, components, and variables via a WebSocket relay and Figma plugin.
- Alicense-qualityDmaintenanceAn MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.1,109MIT
- Flicense-qualityDmaintenanceEnforces a rigorous spec-driven engineering workflow for AI coding assistants, requiring requirements, design, and task planning before any code is written.
- AlicenseAqualityDmaintenanceProvides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.1141MIT
- Alicense-qualityDmaintenanceEnables interactive MATLAB development by allowing users to execute scripts and specific code sections, manage workspace variables, and capture generated plots. It integrates with the MATLAB Python Engine to provide persistent execution context for MCP-compatible clients.18BSD 3-Clause
- Flicense-qualityBmaintenanceMCP server that analyzes codebases to provide dependency graphs, impact analysis, and file insights across 15+ programming languages, enabling AI assistants to understand project structure and navigate code efficiently.
- AlicenseAqualityBmaintenanceCloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single prompt.1277MIT
- AlicenseAqualityFmaintenanceEnables coding agents to write repository documents (READMEs, RFCs, design docs, ADRs) from verified codebase facts, using a separate model for drafting and agent fact-checking for accuracy.30MIT
- AlicenseAqualityBmaintenanceAI-native architecture diagramming for MCP clients (Claude Code, Cursor, Windsurf). The calling agent authors the graph (nodes, groups, edges); Flowgraf validates it, lays it out deterministically with ELK, renders an SVG + Mermaid, and returns a link to a live, editable canvas you can refine by chat, drag, or one-click AI design review. Agent-authored ops — no API key and no LLM cost to the calle374MIT
- AlicenseAqualityDmaintenanceConnects Claude directly to Godot 4 projects to read and manipulate scenes, nodes, scripts, and assets within the editor. It enables real-time scene tree management, script editing, and resource configuration through a local Node.js bridge and GDScript plugin.16234MIT
- AlicenseAqualityFmaintenanceA research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous free tier for deep codebase analysis without burning your main model's quota!6154Mozilla Public 2.0
- AlicenseAqualityCmaintenanceAnalyzes a local codebase and exposes its structure, per-file summaries, dependency graph, and complexity hotspots as tools for MCP clients like Claude.4MIT