"A public dataset tool for telecommunications business use cases" matching MCP servers:

• HF Dataset MCP

  cfahlgren1

  F

  license

  A

  quality

  C

  maintenance

  An MCP server for the Hugging Face Dataset Viewer API that enables searching, fetching, and filtering datasets on the Hugging Face Hub. It allows users to explore schemas, perform full-text searches, and analyze dataset statistics through natural language.

  Last updated 2026-01-19

  10

• Dataset Viewer MCP Server

  privetin

  A

  license

  B

  quality

  D

  maintenance

  Enables interaction with the Hugging Face Dataset Viewer API, allowing users to browse, search, filter, and analyze datasets hosted on the Hugging Face Hub.

  Last updated 2025-04-25

  8

  30

  MIT

• Vibetest Use

  browser-use

  F

  license

  -

  quality

  D

  maintenance

  Launches multiple Browser-Use agents to automatically test websites for UI bugs, broken links, accessibility issues, and other technical problems on both live and localhost sites.

  Last updated 2025-09-02

  790

• AI Use Cases MCP Server

  makinokeiichi

  F

  license

  -

  quality

  -

  maintenance

  A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

  Last updated 2025-07-21

• Computer Use

  spencerkinney

  F

  license

  -

  quality

  D

  maintenance

  Computer Use

  Last updated 2025-05-22

  6

• mcp-latam-business

  josemvelez78

  F

  license

  A

  quality

  C

  maintenance

  Latin American business compliance suite — 28 tools for tax ID validation (CPF, CNPJ, RFC, RUT, CUIT, NIT), banking (PIX, CLABE, CBU), VAT rules, e-invoicing (NF-e, CFDI, DTE), holidays, and labor calendar across Brazil, Mexico, Chile, Argentina, and Colombia.

  Last updated 2026-05-03

  28

• mcp-europe-business

  josemvelez78

  F

  license

  A

  quality

  C

  maintenance

  European business compliance suite for AI agents — 28 tools covering tax ID validation (PT, ES, FR, DE, IT, UK, NL), IBAN verification, EU VAT rates, invoice requirements, e-invoicing rules, payment terms, labor calendar helpers, VAT breakdown calculations and invoice schema validation for 18+ European countries.

  Last updated 2026-05-03

  28

• mac-use-mcp

  antbotlab

  A

  license

  A

  quality

  C

  maintenance

  Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

  Last updated 2026-05-01

  18

  18

  5

  MIT

• Public APIs MCP

  zazencodes

  A

  license

  A

  quality

  B

  maintenance

  Enables semantic search and discovery of free public APIs from an extensive catalog. Provides embedding-based search over API names and descriptions, plus detailed API information retrieval.

  Last updated 2025-09-08

  2

  6

  MIT

• mcp-server-public-transport

  mirodn

  A

  license

  A

  quality

  D

  maintenance

  mcp-server-public-transport is an open-source, locally hosted server providing an interface for accessing public transport data across Europe.

  Last updated 2026-03-31

  13

  7

  Python

  MIT

• Public MCP Server

  Pankhur

  F

  license

  B

  quality

  D

  maintenance

  A basic Model Context Protocol (MCP) server implementation that provides a foundation for MCP server development. The README doesn't specify particular functionality, suggesting it may be a template or starting point for building custom MCP servers.

  Last updated 2025-08-27

  1

• Perplexity Tool for Claude

  letsbuildagent

  A

  license

  C

  quality

  D

  maintenance

  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  6

  MIT

• Business Design MCP Server

  albertogferrario

  A

  license

  C

  quality

  B

  maintenance

  Enables the creation and management of business design artifacts including Business Model Canvases, SWOT analyses, and user personas. It features project organization and AI-powered research tools to automatically populate frameworks with market data.

  Last updated 2026-02-10

  31

  6

  1

  MIT

• mcp-browser-use

  vinayak-mehta

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that connects any MCP client (like Claude or Cursor) with the browser using browser-use, allowing clients to utilize existing LLMs without requiring additional API keys.

  Last updated 2025-03-20

  79

  Apache 2.0

• public-ui-kolibri

  public-ui

  A

  license

  -

  quality

  C

  maintenance

  KoliBri - the accessible Web Components library.

  Last updated 2026-05-09

  260

  European Union Public 1.2

• mcp-qr-business-card

  ajfrai

  A

  license

  -

  quality

  C

  maintenance

  Create public profiles and make business cards

  Last updated 2026-04-13

  MIT

• Business Unit MCP Server

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  A Multi-Agent Conversation Protocol server that enables interaction with HubSpot's Business Units API, allowing users to manage company business units through natural language.

  Last updated 2025-07-16

• graph-tool-call

  SonAIengine

  A

  license

  A

  quality

  B

  maintenance

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 2026-05-06

  6

  6

  MIT

• uk-business-intelligence-mcp

  Fluke-Studio

  A

  license

  A

  quality

  -

  maintenance

  Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.

  Last updated 2026-03-23

  1

  316

• MCP Think Tool

  piotrpalek

  F

  license

  A

  quality

  C

  maintenance

  An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.

  Last updated 2025-03-25

  1

  1