"Top trending MCP servers currently popular" matching MCP servers:

Perfume database API with verified notes: 1,500+ perfumes, 160+ houses, 400+ raw materials in a fragrance ingredients database. 12 tools over MCP and REST, OpenAPI spec, free and keyless, answers in 10 languages. Look up a note or raw material and get the perfumes that use it, or a perfume and get its full top, heart and base pyramid. Built by Scento.

Exposes Bilibili learning videos to MCP clients, letting them search videos, read descriptions and video metadata, fetch timestamped subtitles, and view top comments for note-taking and Q&A. All summarization is left to the client model, with optional cookie-based login for subtitle access.

Enables users to find books by keyword, ISBN, or author and check which branches hold copies of them and whether those copies are currently available for loan or when they are due back. Currently covers Shanghai's interlinked public library network of 900+ locations, with a design open to additional cities.

Enables AI agents to search for information and files in the UTN virtual classroom (aula virtual) by logging in with institutional credentials. Currently exposes tools to list courses and retrieve site information, with more planned.

A learning-focused MCP server that demonstrates how to build arithmetic tools for AI assistants, currently featuring addition functionality with structured input/output.

Enables programmatic interaction with the Canvas LMS API through the Model Context Protocol. It currently supports listing courses with enrollment type filtering and provides interactive help prompts for tool usage.

An MCP server for the Bakaláři v3 API that provides access to the popular Czech school management system. It enables users to retrieve schedules, permanent timetables, absence records, and grades through a standardized interface.

Enables Alexa+ users to access live NSE market data such as quotes, market status, top movers, and spoken daily briefs, plus a paper-trading ledger for simulated buys, sells, and portfolio tracking with fake money.

A deliberately vulnerable MCP application for learning MCP security through hands-on exercises covering OWASP MCP Top 10 categories.

Enables semantic search across thousands of indexed educational YouTube videos covering topics like engineering, marketing, and strategy. It allows users to query insights from top creators directly through Claude Code using the Model Context Protocol.

Enables AI assistants to query a simulated school database for student marks, top rankers, class statistics, enrollment records, awards policy, and school rules via MCP tools, resources, and prompts.