MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MIT ★ 23 -
3D Visualizer: inspect point clouds, meshes and depth data with Python, CLI and MCP
pypi MIT -
@iflow-mcp/samihalawa-visual-ui-debug-agent-mcpgithub.com/samihalawa/visual-ui-debug-agent-mcpupdated this year
VUDA: Visual UI Debug Agent - An autonomous MCP for visual testing and debugging of user interfaces
npm ISC -
@harrybin/visuals-mcpgithub.com/harrybin/visuals-mcpupdated this year
MCP server providing interactive visualizations: tables with TanStack Table, charts with Recharts, image previews, master-detail views, tree views for hierarchical data, and customizable lists
npm MIT -
Plan and create ecommerce product visuals from WorkBuddy, Codex, Claude Code, Cursor, and other AI agents with SeeAny.
npm MIT -
Visual UI testing and debugging MCP server with Playwright, screenshots, DOM inspection, workflow validation, and visual diffs.
ISC ★ 84 -
电商商品视觉生成 MCP Server — 11 个工具，两阶段确认防重复扣费，npm 一行安装
MIT -
Your codebase companion for JavaScript/TypeScript, in the browser, the terminal and your AI agent: a live dependency map, impact and call sites, affected tests and patch coverage, review order, new-only CI gates (SARIF, GitLab), git hooks, a status line a
npm MIT -
Deterministic Python Model Context Protocol (MCP) server & autonomous agent skill for Openclaw Visual Sleuth.
MIT -
@michelabboud/visual-forge-mcpgithub.com/michelabboud/visual-forge-mcpupdated this year
MCP server for AI image generation from markdown and HTML with multi-provider support, model testing, and automatic web optimization
npm SEE LICENSE IN LICENSE -
Claude Code plugin for Google Gemini visual AI — generates mockups, icons, and video in your project's own colors and fonts (auto-detected from your CSS), then critiques designs and hands you the edit command to fix them.
MIT ★ 1 -
visuals-mcpgithub.com/harrybin/visuals-mcpupdated this year
An MCP (Model Context Protocol) server that provides interactive visualizations for AI agents. Display data in rich, interactive formats including tables with TanStack Table, image previews with metadata, master-detail views for browsing collections, tree views for hierarchical data, and customizable lists with drag-and-drop reordering.
NOASSERTION ★ 6 -
MCP server for visual regression and interactive design review.
npm SEE LICENSE IN LICENSE -
Visual CLI for agents. Deterministic SVG diagrams, tables, and charts with embedded structured metadata. Zero JavaScript. Renders anywhere markdown does.
Apache-2.0 ★ 61 -
Visual CLI for agents. Generate deterministic SVG diagrams, charts, and tables with embedded structured metadata. Zero JavaScript. Renders anywhere markdown does.
pypi Apache-2.0 -
AI-powered MCP server for generating, validating, and exporting production-ready Highcharts visualizations.
ISC ★ 1 -
difflens-cligithub.com/byzkhan/difflensupdated this year
MCP server that gives AI coding agents visual diff capabilities for UI work
npm MIT -
Lastest Visual Regression Testing - Cloud/Self-hosted version
NOASSERTION ★ 22 -
@axolot-ai/sdkgithub.com/axolotdevelopment/axolot-sdkupdated this year
The AI-Native Visual Headless CMS integration for Astro. Connect layouts with WebSocket tunnels and local MCP servers.
npm MIT -
Claude Code plugin + MCP server + CLI for Oracle Visual Builder Studio / VBCS: edit, search, build, audit, git and CI from Claude
npm MIT -
mcp-server-antvgithub.com/antvis/mcp-server-antvupdated this year
🧑🏻💻 MCP Server for @antvis visualization development, which provides documentation context and examples for visualization developers.
MIT ★ 40 -
vs_2022_mcpgithub.com/saturnone1/vs_2022_mcpupdated this year
Visual Studio MCP Server port for Visual Studio 2022 17.12 and .NET 9.
MIT ★ 1 -
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
MIT ★ 4,418 -
@antv/mcp-server-antvgithub.com/antvis/mcp-server-antvupdated this year
MCP Server for AntV visualization libraries development, which provides documentation context and examples for visualization developers.
npm MIT -
MCP server plug-in for Visual Paradigm — read open diagrams, including full visual formatting, via the Model Context Protocol.
MIT -
datavizgithub.com/SCKelemen/datavizupdated this year
A data visualization MCP Server
NOASSERTION ★ 2 -
Standalone MCP server for SnapDiff. Exposes visual-diff, screenshot capture, change detection, and HTML-to-image tools to local agents (Claude Code, Cursor, Cline, Zed, Continue, ...) over stdio. Hits the public SnapDiff REST API; bring your own SNAPDIFF_
npm MIT -
VFA — Visual & Functional Auditor: auditoria web autonoma (visual + funcional) expuesta como servidor MCP, con Playwright local y motor universal LiteLLM.
pypi LicenseRef-Proprietary -
lucida-vision-mcpgithub.com/dongyushenqi/lucida-vision-mcpupdated this year
lucida-vision-mcp (eyes, not brain): a standard-MCP visual perception organ that states verifiable visual facts, never diagnoses. 通用视觉感知 MCP 服务器（眼睛不是大脑）
npm MIT -
Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation board, and wiki. Read-only, browser-based, with a no-database trace mode.
MIT ★ 5 -
promptboardgithub.com/pjueon/promptboardupdated this year
Visual Context Buffer MCP Server for AI Agents
npm Apache-2.0 -
the-agents-mcpgithub.com/ironlain88/the-agents-mcpupdated this year
MCP server for The Agents — real-time AI agent visualization
npm MIT -
UniversalVSMCPgithub.com/OHPBP/UniversalVSMCPupdated this year
UVM | Let your AIAgent connect to Visual Studio 2026 via the MCP protocol
MIT ★ 2 -
@kridaydave/code-mappergithub.com/kridaydave/code-mapperupdated this year
MCP server for codebase mapping and analysis with graph visualization
npm MIT -
MCP server exposing Divi 5 Visual Builder as tools for Claude
npm MIT -
MCP server: Claude reads and edits Visual Paradigm (.vpp) projects - class diagrams and sequence diagrams
MIT ★ 1 -
Buildevgithub.com/bryfar/Buildevupdated this year
Buildev — Open-source AI-native design-to-code platform. Visual canvas + IDE mode, multi-framework code export (React, Vue, Flutter, SwiftUI, etc.), concurrent AI agents, MCP server, and Git integration. Design visually, export clean code, zero vendor lock-in.
MIT ★ 4 -
liteparse-mcpgithub.com/lisabrennan1996/liteparse-mcpupdated this year
MCP server for local PDF parsing with bounding boxes and visual citations, powered by LiteParse
MIT -
Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.
npm MIT -
imugi-aigithub.com/m00n7682/imugiupdated this year
Design to Code — AI-powered frontend builder with visual verification
npm MIT -
OVB3 (Oracle Visual Builder Bridge): MCP server + CLI + Claude Code plugin for driving Oracle Visual Builder Studio (VBS) / VBCS app development from Claude: read, search and edit artifacts, audit service calls across apps, git, Oracle's build/audit tasks
npm MIT -
dbctxgithub.com/dbctx/dbctxupdated this year
The database query and visualization MCP for AI agents like ChatGPT, Claude, Claude Code, Cursor, OpenCode, Antigravity, Kiro.
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Judge visualization value and turn chart evidence into machine-learning actions.
MIT -
deepthinkinggithub.com/geermrc/deepthinkingupdated this year
Advanced sequential thinking MCP server with session management, templates, and visualization
pypi MIT -
In-browser visual editing, annotation, and review overlay for AI coding agents via MCP
npm MIT ★ 4 -
A Pond for Copilot in Visual Studio: files, commands and Dynamics 365 tools on a Windows development box.
AGPL-3.0 -
MCP Server for Make Charts With AI visualization, recommendation, and multi-format export (PNG, SVG, Flint, ShareLink)
npm MIT -
🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.
npm MIT ★ 4,577 -
Headless PyMOL MCP server for molecular visualization, GROMACS/LAMMPS MD workflows, and clathrate-hydrate cage analysis
NOASSERTION ★ 1 -
MCP server that lets AI agents validate 3D mesh manipulations with deterministic geometric checks and multi-view visual renders.
MIT -
frameforgegithub.com/pedroanisio/frameforgeupdated this year
FrameForge aims to be an agent-native visual-authoring tool — one structured, programmable foundation (SDK + MCP) for producing professional visual assets across documents, decks, diagrams, books, and letters today, extending toward UIs, vector graphics, logos, and design systems.
MIT -
🎨 Turn Claude into a visual design partner — drag-and-drop Mermaid diagram editor with multi-round AI collaboration via MCP
MIT ★ 6 -
superbasedgithub.com/marmutapp/superbasedupdated this year
Screenshot capture, AI analysis, OCR, visual regression testing, token compression — headless server + MCP tools for AI coding CLIs
npm ISC -
MCP server for Rubik's Cube solving with real-time 3D visualization and MCP UI integration
npm MIT -
Visualization and graph MCP server for Cortex — neural graph, methodology map, workflow graph, and trace UI extracted from the Cortex memory engine
pypi MIT -
The canonical 12ui CLI, SDK, MCP server, and visual interface design skills
npm MIT -
canvas-mcpgithub.com/pigeek/canvas-mcpupdated this year
Model Context Protocol (MCP) server that enables AI agents to create rich, real-time visualizations using A2UI. Supports configurable canvas sizes optimized for TV/Chromecast casting.
MIT ★ 2 -
sketchpad-mcpgithub.com/kennycornellius-collab/sketchpad-mcpupdated this year
A visual input tool for AI coding agents. The human sketches; the agent reads the sketch.
MIT -
lo-eyesgithub.com/sophiacave/lo-eyesupdated this year
Visual frontend inspector via MCP. Screenshot, accessibility scan, device simulation, and audit — all from your AI editor.
MIT -
beads-vizgithub.com/pyros-projects/beads-vizupdated this year
Read-only task graph visualizer for Beads projects — MCP App for Claude Desktop and VS Code Copilot
npm MIT