"Exploring OpenAPI/Swagger Specifications" matching MCP servers:

• 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

• voc-amazon-reviews

  mguozhen

  A

  license

  A

  quality

  B

  maintenance

  Agent-native Amazon review intelligence — fetches verified reviews from 10 marketplaces via real Shulex OpenAPI (not scrapers) and produces copy-ready listing improvements grounded in actual customer language. Backed by a 2B-review historical dataset that Helium 10 / Jungle Scout can't replicate. Works in any MCP client (Claude Code, Claude Desktop, ChatGPT, Cursor, Windsurf, VS Code, Cline).

  Last updated 2026-05-25

  6

  31

  MIT

• 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

• Chart-Output MCP Server

  lavondev

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to generate and render charts as PNG, SVG, or WebP images directly in chat interfaces. Supports Chart.js specifications and natural language descriptions for creating visualizations from data.

  Last updated 2026-04-26

  3

  14

  1

  MIT

• DB Explorer MCP

  851-labs

  A

  license

  -

  quality

  F

  maintenance

  Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.

  Last updated 2026-02-06

  MIT
• 

  Metabaseofficial

  metabase

  F

  license

  -

  quality

  C

  maintenance

  Metabase includes a built-in Model Context Protocol (MCP) server that lets AI clients connect directly to a Metabase instance. It uses the Streamable HTTP transport and builds on Metabase's Agent API to expose tools for searching, exploring, querying, and visualizing data — all scoped to the connecting user's permissions.

  Last updated 2026-07-28

  48,399

• 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

• MCP SVG Animator

  romilly

  A

  license

  -

  quality

  D

  maintenance

  Enables creating and iterating on animated SVG diagrams from text input, photos of sketches, and YAML specifications, with support for shapes, connections, SMIL animations, and file output.

  Last updated 2026-01-25

  1

  MIT

• Tableau MCP

  Sanpelegrino

  A

  license

  -

  quality

  B

  maintenance

  Enables AI applications to interact with Tableau through tools for querying data, exploring content, and retrieving views.

  Last updated 2026-06-17

  9,485

  Apache 2.0

• Tableau MCP

  marcushojww

  A

  license

  -

  quality

  D

  maintenance

  Enables AI applications to interact with Tableau for querying data, exploring content, and retrieving views through natural language.

  Last updated 2026-04-17

  9,485

  Apache 2.0