MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13901 |
An MCP server that generates structured notes from Bilibili videos by automatic…
|
C 56 5⁄5 | ||||||||
| 13902 |
An MCP server that delivers random jokes from multiple sources including Chuck …
|
C 56 5⁄5 | ||||||||
| 13903 |
MCP-native collaborative markdown editor with real-time AI document editing
|
C 56 6⁄6 | ||||||||
| 13904 |
Enables access to Korean school information through the National Education Info…
|
C 56 5⁄5 | ||||||||
| 13905 |
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
|
C 56 6⁄6 | ||||||||
| 13906 |
Enables users to access up-to-date news through RSS feeds and read full article…
|
C 56 5⁄5 | ||||||||
| 13907 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13908 |
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
|
C 56 5⁄5 | ||||||||
| 13909 |
Unofficial MCP server that allows AI agents to discover Shopify storefronts and…
|
C 56 5⁄5 | ||||||||
| 13910 |
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
|
C 56 5⁄4 | ||||||||
| 13911 |
An architecture consulting server that reviews multi-agent systems against a kn…
|
C 56 6⁄6 | ||||||||
| 13912 |
Simple FastMCP Server
Claim
A minimal demonstration MCP server that provides basic mathematical addition an…
|
C 56 5⁄5 | ||||||||
| 13913 |
MCP server that can execute terminal commands
|
C 56 5⁄5 | ||||||||
| 13914 |
ArXiv Research Assistant
Claim
Enables researchers to search ArXiv papers, extract key insights (problems, met…
|
C 56 5⁄5 | ||||||||
| 13915 |
An MCP server that provides real-time weather information including temperature…
|
C 56 5⁄5 | ||||||||
| 13916 |
MCP Server Test
Claim
Provide a test implementation of an MCP server to validate and demonstrate MCP …
|
C 56 5⁄4 | ||||||||
| 13917 |
A basic example MCP server built with the FastMCP framework for demonstration a…
|
C 55 5⁄4 | ||||||||
| 13918 |
MCP Documentation Server
Claim
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
|
C 55 5⁄5 | ||||||||
| 13919 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
C 55 6⁄6 | ||||||||
| 13920 |
A Model Context Protocol server that enables executing and interacting with JMe…
|
C 55 5⁄4 | ||||||||
| 13921 |
criterion
Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
|
C 55 6⁄6 | ||||||||
| 13922 |
A bridge between Speckle's API and client applications that enables users to li…
|
C 55 5⁄5 | ||||||||
| 13923 |
An MCP server that exposes GABI functionality, allowing users to run queries ag…
|
C 55 5⁄5 | ||||||||
| 13924 |
Provides weather information and web search capabilities with special support f…
|
C 55 5⁄5 | ||||||||
| 13925 |
A Python server implementing the Model Context Protocol that exposes tools for …
|
C 55 5⁄5 | ||||||||
| 13926 |
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
|
C 55 5⁄5 | ||||||||
| 13927 |
A Cloudflare Workers-based service that enables intelligent searching, automati…
|
C 55 6⁄6 | ||||||||
| 13928 |
Crawls and converts DeepWiki documentation pages into Markdown format, enabling…
|
C 55 6⁄6 | ||||||||
| 13929 |
Yahoo Finance integration to fetch stock market data including options recommen…
|
C 55 6⁄6 | ||||||||
| 13930 |
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
|
C 55 5⁄5 | ||||||||
| 13931 |
A control server that enables AI assistants to interact with Ecovacs robot vacu…
|
C 55 6⁄6 | ||||||||
| 13932 |
Enables exploration of geographical data including countries, cities, states/pr…
|
C 55 5⁄4 | ||||||||
| 13933 |
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
|
C 55 5⁄4 | ||||||||
| 13934 |
Query and retrieve information about various adversarial tactics and techniques…
|
C 55 6⁄6 | ||||||||
| 13935 |
Enables creation of shortened URLs using the x.gd URL shortening service throug…
|
C 55 6⁄6 | ||||||||
| 13936 |
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
|
C 55 6⁄6 | ||||||||
| 13937 |
A Model Context Protocol server that enables AI models to interact with VoIPBin…
|
C 55 5⁄5 | ||||||||
| 13938 |
An MCP server that allows management of Jira Insights (JSM) asset schemas, enab…
|
C 55 6⁄6 | ||||||||
| 13939 |
An MCP server that integrates CST Studio Suite with the Model Context Protocol …
|
C 55 5⁄4 | ||||||||
| 13940 |
A Model Context Protocol server that enables execution of JMeter performance te…
|
C 55 5⁄4 | ||||||||
| 13941 |
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
|
C 55 5⁄5 | ||||||||
| 13942 |
Enables searching and retrieving detailed document content from the Yuque platf…
|
C 55 6⁄6 | ||||||||
| 13943 |
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
|
C 55 6⁄6 | ||||||||
| 13944 |
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
|
C 55 5⁄5 | ||||||||
| 13945 |
Enables fetching relevant content and embeddings from Supavec via the Model Con…
|
C 55 6⁄6 | ||||||||
| 13946 |
Enables high-performance audio transcription using Faster Whisper with CUDA acc…
|
C 55 5⁄4 | ||||||||
| 13947 |
A Model Context Protocol server that allows LLMs to execute shell commands and …
|
C 55 6⁄4 | ||||||||
| 13948 |
Discover festivals worldwide by location, date, and genre. Compare options with…
|
C 55 5⁄4 | ||||||||
| 13949 |
NPM Sentinel MCP - AI-powered NPM package analysis for security, dependencies, …
|
C 55 6⁄6 | ||||||||
| 13950 |
BookStore MCP
Claim
A full-featured bookstore MCP server with 6 tools for searching books, managing…
|
C 55 6⁄6 | ||||||||