"A tool for writing product manuals" matching MCP servers:

• 

  mcp-server-product-studioofficial

  connextai

  F

  license

  -

  quality

  B

  maintenance

  A full-feature MCP server that serves as a product-development copilot, providing RAG search, SQL queries, and inline chart visualizations from seeded product data, with per-user identity and its own OAuth login.

  Last updated 2026-07-06

• 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

• 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

• 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

• Amazon Product Intelligence

  explorellm32-usr

  F

  license

  -

  quality

  B

  maintenance

  This MCP server scrapes Amazon product details and reviews, manages a local JSON database, and visualizes intelligence data through a rich dashboard.

  Last updated 2026-05-02

• 全A解析（QuantAll）MCP Server

  mifochen

  A

  license

  -

  quality

  B

  maintenance

  A local, fully vectorized computational engine for stock market analysis that enables AI to perform factor calculation, strategy backtesting, IC analysis, and GPU-based multi-dimensional visualization using local DuckDB data.

  Last updated 2026-07-24

  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

• Pandas-MCP Server

  meghavarshini-kumareshan

  A

  license

  -

  quality

  C

  maintenance

  Enables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.

  Last updated 2026-07-07

  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

• mcp-taiyi

  molpass

  A

  license

  A

  quality

  C

  maintenance

  Calculates Taiyi Shenshu (太乙神數) based on a given datetime and returns structured text and a board PNG image.

  Last updated 2026-06-20

  1

  MIT

• Charted

  marzukia

  A

  license

  A

  quality

  A

  maintenance

  Zero-dependency charts for Python and AI agents. SVG and PNG, 15 chart types, a one-line MCP server, and a Claude skill.

  Last updated 2026-07-12

  4

  9

  MIT

• CSVGlow

  Ratnaditya-J

  A

  license

  A

  quality

  C

  maintenance

  Turn any CSV into a stunning interactive dashboard with one command — works as CLI, MCP server, or AI skill

  Last updated 2026-03-20

  1

  13

  MIT

• Lightdash MCP Server

  poddubnyoleg

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server for interacting with Lightdash, enabling AI assistants to discover data, create charts, and manage dashboards programmatically.

  Last updated 2026-07-01

  28

  21

  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

• Excalidraw MCP Server

  jeel00dev

  F

  license

  A

  quality

  B

  maintenance

  Generates beautiful Excalidraw diagrams from natural language descriptions using a local llama.cpp LLM, entirely offline.

  Last updated 2026-05-06

  6

  3

• DiagramZu

  yenchieh

  A

  license

  A

  quality

  B

  maintenance

  diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.

  Last updated 2026-06-18

  14

  20

  1

  MIT

• ml-lifecycle-mcp

  Khuong-Quan-Nguyen

  F

  license

  A

  quality

  C

  maintenance

  Exposes a time series forecasting model as an MCP tool with built-in audit logging for every call, enabling trustworthy autonomous forecasting.

  Last updated 2026-07-16

  1

• Table Charts

  Browncabinet

  A

  license

  A

  quality

  A

  maintenance

  TableCharts MCP Server gives any LLM assistant the ability to instantly convert tabular data into beautiful, hosted, interactive dashboards. Simply provide JSON rows, raw CSV text, or a public URL (Notion page, Google Sheet, or Salesforce report), and get back a shareable dashboard URL plus an embeddable iframe code — all in one tool call. Supports 6 chart types: bar, line, area, pie, scatter, a

  Last updated 2026-07-04

  2

  15

  MIT

• mcp-db-explorer

  arman1o1

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.

  Last updated 2026-06-18

  7

  MIT

• glama-status-mcp

  sandraschi

  A

  license

  A

  quality

  A

  maintenance

  Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool grades from glama.ai, stores in SQLite with snapshot history and delta tracking, surfaces via MCP tools, Prefab cards, a 6-page web dashboard, and an LLM-powered chat interface.

  Last updated 2026-06-30

  7

  1

  MIT