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MCP servers tagged visualization

34 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.

34
live servers
50
avg trust
3.6K
most stars
1

mckinsey/vizro-mcp

mckinsey

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

★ 3.6Kupdated 6 months agoApache-2.0
92
2

Antv

antvis

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

★ 36updated 7 months agoMIT
69
3

Grapheteria

beubax

Grapheteria: A structured framework bringing uniformity to agent orchestration!

★ 60updated a year agoMIT
65
4

Atom Of Thoughts

kbsooo

MCP server for structured AI reasoning — decompose problems into atomic thoughts with dependency graphs, confidence tracking, and interactive D3.js visualization

★ 57updated a year agoMIT
64
5

Semiotic

A data visualization for AI and Streaming

64
6

OpenGenerativeUI

Open-Source Generative UI Framework

64
7

Bdash

Simple SQL Client for lightweight data analysis.

64
8

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
9

Joint

A proven SVG-based JavaScript diagramming library powering exceptional UIs

64
10

QuickChart

GongRzhe

A Model Context Protocol server that generates charts using QuickChart.io

★ 159updated a year agoMIT
62
11

Chart Minio

zaizaizhao

mcp-server-chart私有化部署方案

★ 48updated 9 months agoMIT
61
12

Sentrux

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

59
13

GPT Vis

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

59
14

Memory Visualizer

mjherich

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model…

★ 12updated 8 months ago
56
15

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
16

Sidemantic

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

44
17

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
18

gebrai

git+gebrai

Model Context Protocol server for GeoGebra mathematical visualization

42
19

chartjs-server

git+ax-crew

A Model Context Protocol server for generating beautiful charts using Chart.js v4. Perfect for Claude Desktop, Cursor, and other MCP clients.

42
20

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
21

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
22

Generative UI MCP

MCP server that teaches AI models to generate interactive visualizations — charts, diagrams, mockups, and more.

39
23

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
24

CodeDebrief

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

39
25

Burnish

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

37
26

Ideaboard

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

37
27

Sgdata

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

37
28

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
29

Echart MCP View

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

37
30

Ratnaditya-J/csvglow

contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.

34
31

whynowlab/jarvis-orb

time desktop visualization orb.

34
32

kimimgo/viznoir

quality science visualization MCP server for CFD/FEA/SPH. 22 tools for rendering, slicing, contouring, volume rendering, and animating OpenFOAM/VTK/CGNS data. Headless EGL/OSMesa.

34
33

Data Pro Skill

Data Pro Max: The Ultimate AI-Powered Intelligence Suite for Data Science, Survey Analysis, and Professional Reporting.

34
34

Claude Code Flow Visualizer

🔍 Visualize any Claude Code agent harness — CLAUDE.md, subagents, skills, commands, hooks & MCP servers — as an interactive flow graph. Import from GitHub, ZIP, or local folder. 1…

34
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