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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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 -
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 -
Plan and create ecommerce product visuals from WorkBuddy, Codex, Claude Code, Cursor, and other AI agents with SeeAny.
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 -
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 -
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 -
imugi-aigithub.com/m00n7682/imugiupdated this year
Design to Code — AI-powered frontend builder with visual verification
npm MIT -
imugigithub.com/M00N7682/imugiupdated this year
Give AI eyes to see your frontend. Design → pixel-perfect code with visual verification. MCP server for Claude Code & Cursor.
MIT ★ 12 -
difflens-cligithub.com/byzkhan/difflensupdated this year
MCP server that gives AI coding agents visual diff capabilities for UI work
npm MIT -
In-browser visual editing, annotation, and review overlay for AI coding agents via MCP
npm MIT ★ 4 -
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 -
jarvis-orbgithub.com/TheStack-ai/jarvis-orbupdated this year
See AI thinking in real time — 3D orb that visualizes Claude Code reasoning. Free, open-source MCP server
MIT ★ 24 -
Complete Docker environment integrating OpenWebUI, Jupyter Notebook with Manim, and MCP server for AI-powered code execution and mathematical visualizations
MIT ★ 1 -
sonic-boomgithub.com/FDiskas/sonic-boomupdated this year
🔍 Sonic-Boom: A CLI and MCP server that visualizes project logic, architectural debt, and code anomalies as frequency patterns. Surgical code auditing via the "Sonic Code" paradigm.
NOASSERTION ★ 1 -
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 -
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 -
MCP server that lets AI coding agents (Claude Code, GitHub Copilot, Codex, Cursor) drive a running Visual Studio: build, Error List, solutions, editor, debugger. No VSIX.
MIT -
renpy-mcpgithub.com/fracturedring/renpy-mcpupdated this year
AI-friendly visual novel toolkit: a browser-based Ren'Py editor plus a 74-tool MCP server. Build VNs by clicking, by code, or by talking to Claude Code / Cursor / hermes-agent.
AGPL-3.0 ★ 26 -
ai-diff-review-mcpgithub.com/iiNothh/ai-diff-review-mcpupdated this year
An open-source, advanced difference viewer MCP for Visual Studio Code-based AI editors. - Download: https://marketplace.visualstudio.com/items?itemName=DifferenceMCP.ai-diff-review-mcp
MIT ★ 1 -
Understand what your codebase builds, why it is structured that way, and what a change could affect. One shared Markdown ontology for humans and coding agents—visualized for people, accessible to agents through MCP, and reviewed with Git. Local-first. Open source.
MIT ★ 155 -
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 -
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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@iflow-mcp/shen-ming-hong-singular-blocklygithub.com/shen-ming-hong/singular-blocklyupdated this year
VS Code extension for visual Arduino & MicroPython programming with Blockly. Multi-board support (Uno, Nano, Mega, ESP32, CyberBrick), WiFi/MQTT IoT blocks, AI camera integration (Pixetto, HuskyLens), MCP server for GitHub Copilot, PlatformIO integration,
npm Apache-2.0 -
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 -
AnnotateKit for React Native and Expo (iOS), and the annotate CLI that delivers visual feedback from your running iOS app to coding agents (MCP server, watcher, headless runner).
npm MIT -
@axolot-ai/mcp-servergithub.com/axolotdevelopment/axolot-mcpupdated this year
Model Context Protocol (MCP) server for Axolot CMS. Expose live visual slots, schema design tokens, media libraries, and blog modules directly to AI assistants like Cursor, Claude Desktop, and VS Code.
npm MIT -
A Micromanagement Tool for Development Workflows: Helps coding agent plan, track, and visualize sequential development tasks with detailed commit-level granularity. Features interactive visualization, automated status tracking, and structured workflow management.
MIT ★ 12 -
agent-cost-mcpgithub.com/vanthienha199/agent-cost-mcpupdated this year
MCP server for tracking AI agent costs in real time. Per-message spending, budget alerts, visual dashboard. Works with Claude Code, Cursor, Windsurf, Codex, Gemini CLI, OpenClaw. Stop overspending on AI APIs.MCP server that tracks AI agent spending in real time. Visual dashboard, budget alerts, 15+ models. Works with Claude Code, Cursor, Windsurf.
MIT ★ 1 -
overture-mcpgithub.com/sixhq/overtureupdated this year
MCP Server for Claude Code, Cursor, Cline, Copilot, Github Copilot, Windsurf - Visual AI Agent Plan Execution, Approval Workflow, Plan Visualization, Agent Orchestration. See what your AI is thinking before it writes code. Works with Claude, GPT, Gemini,
npm MIT -
Vigilancegithub.com/B-A-M-N/Vigilanceupdated this year
A security minded , realtime AI Intent Observability MCP providing intent tagging and visual mirroring of AI attention to see what context the AI is looking at. Made for visual and coding workflows.
NOASSERTION ★ 1 -
sonic-boom-mcpgithub.com/fdiskas/sonic-boomupdated this year
Sonic Code Sentinel MCP Server - Visualizing codebases as spectrograms
npm PolyForm-Noncommercial-1.0.0 -
reponovagithub.com/cristianociuti/reponovaupdated this year
Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization
npm MIT -
Model Context Protocol (MCP 2.0) server with Code Mode for OMBRIX steganography & visual forensics suite
npm MIT -
overboard-claude-plugingithub.com/alona-iaig/overboard-claude-pluginupdated this year
Claude Code plugin — create visual whiteboards, diagrams, flowcharts & project plans from your terminal. Free & open source.
MIT ★ 1 -
pursrgithub.com/0xheycat/pursrupdated this year
Visual QA, browser automation, accessibility auditing, screenshot diffing, and MCP tooling for coding agents.
MIT ★ 2 -
codedebriefgithub.com/ferdinandobons/codedebriefupdated this year
Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API key.
pypi Apache-2.0 -
devscopegithub.com/lpbird/devscopeupdated this year
Detect, install, and manage development environments. Scan & visualize all your local code projects. MCP-native.
npm MIT -
Open-source 2D animation editor. Create with Claude Code or Codex via MCP, then refine layers and keyframes visually.
MIT ★ 8 -
Project management MCP server for Claude Code & Codex CLI — track tasks, visualize progress, manage decisions across AI coding hosts
pypi MIT ★ 1 -
Review what Claude Code is about to change on a rich visual surface — inline comments, evidence, and a gate that remembers the approaches you rejected.
MIT ★ 1 -
Official code for "Hybrid Computer Use: A Unified Programmatic, Semantic, and Visual Interface for General Agents"
MIT ★ 55 -
obscuraai-mcp-servergithub.com/madeinphantom/obscuraai-mcp-serverupdated this year
MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsurf, etc— generate visual AI automation workflows
MIT -
ESP32x Crash Decoder Visual Studio Code VSIX extension with MCP support
GPL-3.0 ★ 12 -
Lets AI coding agents drive the Visual Studio 2022/2026 debugger for native C/C++: CLI, MCP server and OpenCode tool.
MIT -
skill-tree-aiupdated this year
Your AI collaboration style — skill tree visualization with character archetype cards and growth recommendations, grounded in the AI Fluency Framework. MCP server for Claude Code.
npm MIT -
Visual element inspector Chrome Extension & MCP server for AI coding agents (Cursor, Claude, Antigravity, Windsurf). Inspect, tweak UI, and write code automatically.
NOASSERTION -
👁️ /screenshot — real Chrome screenshots for your coding agent. A Claude Code plugin: 3 skills, a visual-reviewer agent and a bundled MCP camera.
MIT ★ 1 -
60-second visual decision galaxy & deterministic intent compiler for Claude Code (MCP), local CLI and browser extensions. Zero dependencies.
AGPL-3.0 -
A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.
MIT ★ 6 -
underpixelgithub.com/Leluth/underpixelupdated this year
Chrome extension + MCP server — record, replay, and understand what's behind the pixels. Timestamped visual-API correlation for Claude Code and any MCP client.
MIT -
Zero-telemetry steganography & visual cryptanalysis suite. Features MCP 2.0 Code Mode for AI agents, multi-detector steganalysis, and lossy-resilient modulation.
npm MIT -
design-modegithub.com/harshkedia177/design-modeupdated this year
Point at your UI. Tell Claude what to change. Watch it happen. Visual overlay for annotating and inspecting UI elements — Claude applies your design feedback directly to source code.
★ 8 -
vscode-yanggithub.com/lextudio/vscode-yangupdated this year
YANG Studio for Visual Studio Code
NOASSERTION -
Click any element on your localhost page and prompt Claude Code. Chrome extension + MCP channel server for visual UI feedback: element picker, box selection, cropped screenshots, voice input.
MIT -
GRASP — Code architecture visualizer + 150-tool MCP server. Dependency graphs, security scanning, multimodal knowledge graph, ORM tracking, git change impact, graph schema v3. Works with GitHub, GitLab & local dirs. 35 languages. Zero data collection.
NOASSERTION ★ 33 -
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
NOASSERTION ★ 1,820 -
에이전트가 만든 화면을 캔버스에서 그대로 고치는 로컬 저작 도구 · Local visual editor that edits real React (.tsx) source with your own AI coding agent
NOASSERTION -
Dendro Reactno update data
React codebase semantics for AI agents — contracts, blast radius, rerender risk, health audits, navigation graphs — plus a VS Code visualizer you both share. Free, local-only.
smithery -
same-energy-mcpgithub.com/spxrtiat111/same-energy-mcpupdated this year
MCP server for same.energy — CLIP-based visual vibe search (text + image similarity) for Claude Code / Claude Desktop
MIT -
Overturegithub.com/SixHq/Overtureupdated this year
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
npm MIT ★ 643