"Exploring a GitHub repository and creating a detailed flowchart of its functionality" matching MCP servers:

Enables AI agents to design and critique websites using 2026 trend reports, motion code recipes, design principles, palettes, type systems, section skeletons, references, and DESIGN.md tokens, with performance and reduced-motion handling built in.

Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.

Enables AI assistants to control a Blender instance through MCP tools, supporting scene creation, editing, and asset exchange via HTTP and background CLI processes.

MCP server for Blender that connects to the official Blender Lab add-on, exposing 27 tools for scene manipulation, object editing, materials, rendering, and Python execution through the add-on's actual wire protocol.

MCP server that lets AI assistants control Adobe After Effects - ExtendScript execution, background rendering, and deep project/layer inspection - with first-class Arabic/RTL and multilingual support. 44 tools.

Enables driving Inkscape headlessly from an MCP client, with verified SVG editing, rendering, optimization, and animation tools.

Enables AI assistants to interact with the Cocos Creator editor through the Model Context Protocol, providing 50 core tools for editor functionality.

Enables MCP-compatible agents to generate, edit, export, and preview AI slide decks through tool calls. Supports deck generation from topics or reference material, per-slide and deck-wide edits, and HTML export.

MCP server that lets Claude (and other MCP clients) create, list, read, update, and delete drawings in ExcaliDash via its REST API. It allows users to create diagrams directly from natural language commands like 'draw a flowchart'.

Converts a Figma file into a React project using Ant Design, AG Grid, ApexCharts, and Tailwind CSS, with optional export of mobile screens as a React Native (Expo) app.

Enables AI agents to spin up a fake After Effects bridge server, script its responses, and inspect incoming client requests for testing bridge client code without a real After Effects installation.

A local stdio MCP server that enables AI coding tools to search and retrieve reusable interactive and motion design parts from a design-notes library, returning each part's notes, anchors, extracted parameters, and the absolute path to its self-contained index.html source. It also serves the original README provenance and source URLs for a given note.

AI-native design bridge that enables AI agents to read and write Penpot designs while maintaining brand context through its MCP server.

Enables AI-driven control of FreeCAD for CAD modeling, including creating, editing, measuring objects and running FEM analysis, via natural language interaction through Claude Desktop.

Enables natural language control of Cavalry animation software for creating layers, setting attributes, keyframing, rendering frames, and more via an MCP server.

Enables creating and modifying iKAOS Story prototype content, including reading context, saving content with optimistic revision control, and managing images, through a stdio MCP server that talks to the authenticated iKAOS Story API.

Reads Modao read-only prototype links and exports a directory of page screenshots with a catalog.

Connects MCP-compatible AI agents to a local 3D garment design application through its Python API, enabling scene inspection, pattern and sewing operations, fabric/material management, simulation, mesh measurement, checkpoints, import/export, documentation search, and raw Python execution.

Enables headless and secure control of Inkscape for creating, inspecting, and resizing SVG documents, and exporting to PNG, PDF, and SVG with validation of size, pages, structure, and hashes.

Enables brand-guided design generation by creating social media graphics, quote posts, and one-page layouts from a fictional sample identity, with asset validation and auditing.