"An MCP server for drawing Android native UI interfaces" matching MCP servers:

• mcp-interactive-ui-server

  AiAgentKarl

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to render interactive user interfaces such as forms, dashboards, charts, tables, and wizards directly in MCP-compatible clients. Supports structured data collection and richer interactions beyond text responses.

  Last updated 2026-03-21

  6

  MIT

• Generative-UI-MCP

  fergusalveolar205

  A

  license

  A

  quality

  C

  maintenance

  Enables AI models to generate interactive visuals including charts, diagrams, UI mockups, and SVG graphics from plain text prompts. This Windows-based MCP server serves as an intermediary to bridge AI tools with visual output capabilities.

  Last updated 2026-07-18

  1

  31

  MIT

• ui-mcp

  ezzcodeezzlife

  F

  license

  -

  quality

  C

  maintenance

  Enables agents to render shadcn-styled dashboards, forms, charts, and comparisons in a local browser via MCP tools.

  Last updated 2026-07-12

  1

• Generative UI MCP

  op7418

  A

  license

  A

  quality

  D

  maintenance

  Provides AI models with structured design guidelines and system prompts for creating consistent, high-quality interactive visualizations like charts, diagrams, and mockups. It enables on-demand loading of UI specifications to optimize token usage while ensuring visually polished and functional widget generation.

  Last updated 2026-03-16

  1

  31

  56

  MIT

• monarch-mcp-ui

  jsilets

  A

  license

  -

  quality

  B

  maintenance

  Interactive UI for Monarch Money inside claude.ai, running on Monarch's official OAuth. Provides interactive widgets for transactions, spending, and accounts with inline editing and broad data-tool coverage.

  Last updated 2026-07-02

  MIT

• MCP-Server-for-CFD

  DaveFan-NCHC

  F

  license

  -

  quality

  B

  maintenance

  Provides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.

  Last updated 2026-06-15

• lb-mcp-ui-proxy

  egargale

  F

  license

  -

  quality

  B

  maintenance

  An MCP proxy server that enriches Longbridge's financial API with UI-enhanced tools. It transforms JSON responses into interactive dashboards such as stock cards, candlestick charts, and portfolio views for any MCP host.

  Last updated 2026-06-13

• mcp-for-metabase

  DominikPollok

  A

  license

  -

  quality

  B

  maintenance

  A safety-gated Python MCP server for Metabase that lets MCP clients and agents inspect Metabase, run governed queries, and create or maintain dashboards, cards/questions, collections, snippets, permissions, and other Metabase assets through the Metabase REST API.

  Last updated 2026-07-11

  GPL 3.0

• KPI Monitoring MCP Server

  Safae-az

  F

  license

  -

  quality

  B

  maintenance

  MCP server providing data analytics tools for AI agents to load, clean, analyze data, generate charts and dashboards.

  Last updated 2026-06-27

• MCP for Stock Market Analysis

  nbx0021

  F

  license

  -

  quality

  C

  maintenance

  A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.

  Last updated 2026-06-20

• DB Graph MCP Server

  jatindagar32-ui

  F

  license

  -

  quality

  C

  maintenance

  Connects to SQL databases to execute queries and return results as chart images (PNG) visible in MCP clients.

  Last updated 2026-07-16

• MATLAB MCP Server

  iflow-mcp

  A

  license

  -

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code. Execute MATLAB code, manage workspace variables, create plots, handle data I/O, and more - all through a token-efficient MCP interface.

  Last updated 2026-02-09

  MIT

• Power BI MCP for Claude

  robertoamoreno

  A

  license

  -

  quality

  A

  maintenance

  MCP server for Microsoft Power BI and Fabric, enabling Claude to discover workspaces, semantic models, generate and execute DAX queries, and retrieve report metadata via device-code authentication.

  Last updated 2026-06-05

  23

  MIT

• Sales MCP Server

  pessini

  F

  license

  -

  quality

  C

  maintenance

  Enables users to query enterprise sales data from a local SQLite database and investigate anomalies through an inline dashboard with human-in-the-loop review buttons.

  Last updated 2026-06-07

• AI Diagram Maker MCP Server

  erajasekar

  A

  license

  A

  quality

  D

  maintenance

  MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.

  Last updated 2026-05-04

  5

  121

  6

  MIT

• Pandas-MCP Server

  marlonluo2018

  A

  license

  A

  quality

  F

  maintenance

  Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through the Model Context Protocol.

  Last updated 2025-12-24

  4

  44

  MIT

• mcp-plotting-server

  ericmjl

  A

  license

  A

  quality

  B

  maintenance

  A FastMCP server that turns JSON data into Plotly figures, deployable as an isolated service on Modal. Data goes in as JSON; a validated Plotly figure (JSON) or a rendered PNG comes back over the Model Context Protocol.

  Last updated 2026-06-27

  4

  1

  MIT

• math-mcp-learning-server

  clouatre-labs

  A

  license

  A

  quality

  C

  maintenance

  Educational MCP server with 17 tools for mathematical calculations, matrix operations, statistical analysis, and data visualization. Includes persistent workspace, cloud hosting, and safety features like restricted eval.

  Last updated 2026-07-17

  17

  5

  Apache 2.0

• ASCII Table MCP Server

  dhammawatthumpra-coder

  A

  license

  A

  quality

  B

  maintenance

  MCP server for generating properly aligned ASCII, Unicode box-drawing, and Markdown tables, with correct width measurement for Thai, Pali, and CJK characters using wcwidth.

  Last updated 2026-06-10

  7

  MIT

• Viz MCP Server

  ceeyang-ai

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to create data visualizations like bar charts, line charts, pie charts, scatter plots, and histograms, returning inline SVG or PNG files.

  Last updated 2026-06-18

  5

  MIT