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MCP servers tagged visualization

78 live MCP servers tagged "visualization", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with visualization.

78
live servers
43
avg trust
3.8K
most stars
1

mckinsey/vizro-mcp

mckinsey

Vizro is a low-code toolkit for building high-quality data visualization apps.

★ 3.8Kupdated yesterdayApache-2.0
92
2

hustcc/mcp-echarts

hustcc

🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.

★ 270updated a month agoMIT
79
3

Antv

antvis

🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documentation context and examples for visualization developers.

★ 40updated 5 months agoMIT
69
4

Grapheteria

beubax

Grapheteria: A structured framework bringing uniformity to agent orchestration!

★ 60updated a year agoMIT
65
5

Atom Of Thoughts

kbsooo

Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into independent atomic units of thought, using the dependencies between these units to deliver more robust…

★ 61updated a year agoMIT
64
6

Semiotic

A data visualization for AI and Streaming

64
7

OpenGenerativeUI

Open-Source Generative UI Framework

64
8

Bdash

Simple SQL Client for lightweight data analysis.

64
9

Embedding Atlas

Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.

64
10

Joint

A proven SVG-based JavaScript diagramming library powering exceptional UIs

64
11

QuickChart

GongRzhe

A Model Context Protocol server for generating charts using QuickChart.io . It allows you to create various types of charts through MCP tools.

★ 159updated a year agoMIT
62
12

Chart Minio

zaizaizhao

mcp-server-chart私有化部署方案

★ 52updated 7 months agoMIT
61
13

Sentrux

Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.

59
14

GPT Vis

🤖 GPT Vision, Visualization for AI Friendly! AntV's entry for AI, and 100% generated by AI.

59
15

Codag Visualizer

Visualize AI/LLM workflows in your codebase.

59
16

Mdflow

可视化项目记忆层:Canvas 看清架构,内置 MCP 让 AI 按需读取最小上下文,持续追踪变更、验证与历史。

59
17

Spatix

alde1022

Maps in seconds. AI-assisted geospatial tools for turning plain-language requests into useful map outputs.

updated 7 months ago
57
18

Ng Diagram

ngDiagram – An open-source Angular library for creating rich, interactive diagramming experiences. Designed for flexibility and performance, it lets you build everything from simp…

52
19

Sidemantic

The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset

44
20

Ontosphere

Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorith…

44
21

ScientificFigureLibrary

Local-first MCP App for your scientific figures. Import, review, and publish a global library on disk; reuse exact templates in Claude Science and Wisp Science.

44
22

Claude Agent Viz

Claude Code 에이전트 활동을 실시간으로 시각화하는 로컬 대시보드. 나의 활동기반으로 잔디를심고 게임을 곁들인!

44
23

gebrai

git+gebrai

Model Context Protocol server for GeoGebra mathematical visualization

★ 21updated a year ago
42
24

Magic5644 Graph It Live

Visualize file dependencies as an interactive graph. Analyze imports, detect circular dependencies, and explore project architecture. Includes MCP Server for AI/LLM integration wi…

42
25

Arc

johnson-52197

Architecture diagrams as code — typed JSON schema, React renderer, visual editor, Mermaid import, ASCII/SVG/PNG export, CLI + MCP server

★ 12
39
26

agent-flow

Let your AI agent maintain a living flowchart of your project - 14 MCP tools, auto-layout, zero-dependency HTML viewer. Stop reading 10,000-word status docs.

★ 2
39
27

backstage-plugin-frontend

git+automationpi

Enhanced Backstage frontend plugin for MCP (Model Context Protocol) entity visualization with JSON/Text toggle, syntax highlighting, and VSCode integration

39
28

Awesome AI Cae

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, different…

39
29

CodeDebrief

Local-first static analysis that turns source code into deterministic, source-grounded workflow maps for coding agents via MCP.

39
30

Garmin MCP App

Garmin MCP app server

39
31

Ziya

Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, architecture, and operational analytics without losing context.

39
32

CSharpCodeAnalyst

C# dependency analyzer

39
33

Burnish

Swagger UI for MCP servers — explore, test, and visualize any MCP server

37
34

Ideaboard

Local MCP server for MockFlow IdeaBoard - enables Claude Code, Cursor, VS Code Copilot and other IDE clients to create visualizations

37
35

Sgdata

Comprehensive Singapore government data MCP server — ACRA, HDB, URA, Singstat, MOM, IRAS, and more. Built by Altronis.

37
36

Graphein

Model Context Protocol server for Graphein — wraps generate → validate → repair → render → critique into one tool call, and serves Graphein's schema + agent guide as resources so…

37
37

Echart MCP View

MCP Apps server for rendering ECharts visualizations from structured tool arguments.

37
38

Antigravity MCP Server

Run several AI coding CLIs on one repo at once. Any agent (Claude Code, Cursor, Copilot, Codex, Gemini, OpenCode, Antigravity) can delegate work to any other, with path locking so…

37
39

Excalidrop

wtf403

Remote GitHub-backed Excalidraw canvas + MCP server — no local server, one-command setup

updated a month ago
37
40

io.github.Filip-Pajalic/tensorcad

Filip-Pajalic

Model Context Protocol server for TensorCAD: design, validate, analyze and generate LLM architectures from an agent

37
41

Rviz MCP

mergeos-bounties

rviz-mcp — MCP server for RViz2 displays, frames, and views (mock + live) for AI agents

★ 6updated 3 months ago
34
42

Lazy Brain

papperrollinggery

Codex Desktop capability router for choosing local Skills, Plugins, MCP servers, agents, and commands—with safe @Visualize decision views.

★ 5updated a month ago
34
43

Arch Viewer

axumquant

MCP-native architecture viewer with AI-powered codebase analysis. Scans any codebase, generates interactive diagrams, persists to Neo4j knowledge graph, exposes 17 MCP tools for C…

★ 5
34
44

Excalidraw Skill Pack

isatimur

Make your AI agent argue visually. Universal skill pack for Excalidraw diagrams across Claude Code, Cursor, Codex, Gemini CLI, and any MCP-compatible agent.

★ 4updated 2 months ago
34
45

MeMex Zero RAG

JPeetz

The Karpathy LLM Wiki, production-ready. Zero-RAG personal knowledge base with MCP server, multi-agent support, knowledge graph visualization, and hallucination enforcement. No em…

★ 4
34
46

Timeline Generator MCP

kbichave

Timeline visualization generator with MCP server for AI assistants - create stunning timelines, Gantt charts, and roadmaps from simple configs

★ 4
34
47

Constellation

MCP server that turns a markdown corpus into a searchable knowledge graph — hybrid semantic + lexical search for AI agents, plus an interactive constellation viewer

★ 2
34
48

Agent Brain Hub

leluong141996-dev

Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value…

★ 2updated 7 days ago
34
49

AI Engineering Atlas

jie955

AI Engineering Atlas — The interactive map for understanding modern AI systems, architectures, and engineering patterns.

★ 1
34
50

Straightedge

SciMigo

Generate deterministic, machine-checkable SVG diagrams and Manim animations from Python, structured data, or an AI agent.

★ 1updated 19 days ago
34
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