"Tools or methods for designing automatically" matching MCP servers:

• ladybug-tools-mcp

  LoftyTao

  A

  license

  -

  quality

  A

  maintenance

  Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.

  Last updated 2026-06-25

  3

  GPL 3.0

• vaults-diagram-tools

  Malnati

  A

  license

  -

  quality

  C

  maintenance

  MCP server for rendering Mermaid diagrams and generating source-code diagrams, with tools to render text/files and produce dependency/class diagrams.

  Last updated 2026-07-27

  55

  MIT

• Masset MCP Tools

  BenMasset

  A

  license

  -

  quality

  C

  maintenance

  Provides honest A/B test verdicts using interactive cards, with statistical calculations for conversion rates, sample sizes, and Bayesian probability-to-beat.

  Last updated 2026-07-29

  MIT

• 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 2026-07-25

  GPL 3.0

• 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

• 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

• data-analysis-mcp

  BACH-AI-Tools

  A

  license

  -

  quality

  D

  maintenance

  Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

  Last updated 2025-12-04

  MIT

• wafer-map-mcp

  AlanTseng1018

  A

  license

  -

  quality

  B

  maintenance

  Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and statistical plots, enabling AI assistants to visualize and analyze wafer test data.

  Last updated 2026-05-26

  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

• 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

• microcharts

  ganapativs

  A

  license

  A

  quality

  A

  maintenance

  Renders word-sized charts — sparklines, bars, bullets and 100+ more types — to self-contained SVG with generated alt text, small enough to sit inline in a model's reply or a table cell. Three tools: find the right chart for a question, get its wiring, and render it.

  Last updated 2026-07-30

  18

  3

  754

  75

  MIT

• claude-tradingview-mcp

  aidenhecker

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that lets Claude analyze your TradingView charts by reading the window and taking screenshots, with no write tools or trade execution.

  Last updated 2026-07-20

  5

  1

  MIT

• Awesome Well Structure MCP

  elf004-star

  A

  license

  A

  quality

  D

  maintenance

  Automatically generates borehole structure diagrams from well data, supporting multiple well types and returning simplified image paths to reduce token usage.

  Last updated 2026-03-30

  1

  1

  MIT

• KLinePic MCP Server

  sher1096

  A

  license

  A

  quality

  A

  maintenance

  Generate annotated post-trade candlestick review-chart PNGs from broker or exchange fills. Includes capability checks, no-charge preflight validation, and chart rendering; no signals or order execution.

  Last updated 2026-07-14

  3

  20

  MIT
• 

  @romaco/mcpofficial

  romaco-labs

  A

  license

  A

  quality

  B

  maintenance

  MCP server for romaco-charts. Control your trading chart from Claude, Cursor, or any MCP-compatible AI agent.

  Last updated 2026-07-17

  27

  33

  1

  Apache 2.0

• daxops-mcp

  cyphonica

  F

  license

  A

  quality

  B

  maintenance

  Build Power BI dashboards from your data, straight from Claude Code (or any MCP client).

  Last updated 2026-07-15

  11

  5

• xe-mcp

  CedricConday

  A

  license

  A

  quality

  B

  maintenance

  An MCP server for the Xe Currency Data API that brings live FX rates, historical analysis, and quant-flavored tools into AI tools, working out of the box with zero credentials via Frankfurter/ECB data.

  Last updated 2026-07-06

  12

  10

  1

  MIT

• drawio-mcp

  mingrath

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that enables LLMs to create and open diagrams in draw.io using XML, Mermaid, or CSV formats, by building a URL with compressed content and opening it in the browser.

  Last updated 2026-03-01

  3

  150

  MIT
• 

  sheepit-mcpofficial

  sheepit-ai

  A

  license

  A

  quality

  B

  maintenance

  MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit projects — enabling campaign management, destination configuration, dashboard creation, and insights queries directly from a chat interface.

  Last updated 2026-06-22

  40

  23

  1

  MIT

• scicalc-mcp

  k-ming

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol server providing mathematical and scientific computing capabilities via NumPy, pandas, SciPy, and Matplotlib, with 19 tools for linear algebra, statistics, numerical methods, data processing, and plotting.

  Last updated 2026-07-25

  19

  MIT