MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13001 |
MCP server for integration with Keitaro TDS API, providing tools to work with c…
|
C 59 5⁄5 | ||||||||
| 13002 |
Search, browse, and get suggestions for VueUse composables
|
C 59 6⁄4 | ||||||||
| 13003 |
An MCP server that enables natural language control of Kiwoom Securities accoun…
|
C 59 5⁄4 | ||||||||
| 13004 |
MCPServer (FastMCP)
Claim
A minimal Model Context Protocol server built with FastMCP that provides basic …
|
C 59 5⁄4 | ||||||||
| 13005 |
Extract data from any website with thousands of scrapers, crawlers, and automat…
|
C 59 6⁄6 | ||||||||
| 13006 |
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
|
C 59 5⁄5 | ||||||||
| 13007 |
An educational project that deliberately implements vulnerable MCP servers to d…
|
C 59 5⁄5 | ||||||||
| 13008 |
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
|
C 59 6⁄6 | ||||||||
| 13009 |
A Model Context Protocol server that enables AI assistants to generate images u…
|
C 59 5⁄5 | ||||||||
| 13010 |
A LangGraph-powered research agent that performs iterative web searches using G…
|
C 59 6⁄6 | ||||||||
| 13011 |
Epitome
Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
|
C 59 6⁄6 | ||||||||
| 13012 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 59 5⁄5 | ||||||||
| 13013 |
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
|
C 59 5⁄4 | ||||||||
| 13014 |
An MCP server for Spec-Driven Development that transforms natural language idea…
|
C 59 5⁄5 | ||||||||
| 13015 |
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
|
C 59 5⁄4 | ||||||||
| 13016 |
Google Docs MCP Server
Claim
Enables Claude to read, create, and update Google Docs through OAuth authentica…
|
C 59 6⁄6 | ||||||||
| 13017 |
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
|
C 59 5⁄5 | ||||||||
| 13018 |
|
C 59 5⁄4 | ||||||||
| 13019 |
Smooth MCP Server
Claim
Provide a streamlined and extensible MCP server implementation that enables sea…
|
C 59 5⁄4 | ||||||||
| 13020 |
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
|
C 59 6⁄6 | ||||||||
| 13021 |
An MCP server that delivers real-time market odds from Polymarket.
|
C 59 5⁄5 | ||||||||
| 13022 |
Same functionality, consuming only 1/20 of the context window tokens.
|
C 59 6⁄6 | ||||||||
| 13023 |
FlashCardsMCP
Claim
A dockerized Python MCP server that manages flash card projects using OpenAI em…
|
C 59 5⁄5 | ||||||||
| 13024 |
p402
Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
|
C 59 5⁄5 | ||||||||
| 13025 |
An MCP server for weather information.
|
C 59 5⁄5 | ||||||||
| 13026 |
AI-powered insurance denial appeals. Win probabilities, payer intelligence & re…
|
C 59 5⁄5 | ||||||||
| 13027 |
A server that enables LLMs to manage Kubernetes clusters through natural langua…
|
C 59 5⁄5 | ||||||||
| 13028 |
Vue Prime MCP Server
Claim
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
|
C 59 5⁄5 | ||||||||
| 13029 |
A MCP server that allows you to search and retrieve content on any wiki site us…
|
C 59 5⁄5 | ||||||||
| 13030 |
ESP-IDF FastMCP Server
Claim
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
|
C 59 5⁄4 | ||||||||
| 13031 |
Stock Ticker MCP Server
Claim
Provides real-time and historical stock market data through the Alpha Vantage A…
|
C 59 5⁄4 | ||||||||
| 13032 |
A Model Context Protocol (MCP) Server that provides unified access to multiple …
|
C 59 5⁄5 | ||||||||
| 13033 |
An MCP server that provides 'Reasoning as a Service' by analyzing tasks to sele…
|
C 59 5⁄5 | ||||||||
| 13034 |
Enables AI models like Claude to easily access and utilize subtitle data from Y…
|
C 59 5⁄5 | ||||||||
| 13035 |
Enables access to Google Calendar events from a public ICS feed, allowing users…
|
C 59 5⁄5 | ||||||||
| 13036 |
Enables management of Google Calendar events across multiple calendars with nat…
|
C 59 6⁄6 | ||||||||
| 13037 |
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
|
C 59 5⁄4 | ||||||||
| 13038 |
A Model Context Protocol server providing read-only access to MySQL databases, …
|
C 59 5⁄5 | ||||||||
| 13039 |
Dead code detection, security scanning, and code quality analysis for Python, T…
|
C 59 6⁄4 | ||||||||
| 13040 |
A Model Context Protocol server that provides Claude with tools to interact wit…
|
C 59 5⁄5 | ||||||||
| 13041 |
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
|
C 59 6⁄6 | ||||||||
| 13042 |
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
|
C 59 5⁄5 | ||||||||
| 13043 |
Enables scientific computing, mathematical problem solving, and step-by-step ma…
|
C 59 5⁄5 | ||||||||
| 13044 |
A simple reference implementation demonstrating MCP server basics with two toy …
|
C 59 5⁄4 | ||||||||
| 13045 |
A paper retrieval and content parsing tool based on arXiv, supporting paper sea…
|
C 59 6⁄4 | ||||||||
| 13046 |
|
C 59 5⁄4 | ||||||||
| 13047 |
Simple MCP server that returns the transcription of a Youtube video using url a…
|
C 59 5⁄4 | ||||||||
| 13048 |
Enables AI assistants to automatically integrate Divvi referral tracking into J…
|
C 59 6⁄6 | ||||||||
| 13049 |
Enables LLMs to retrieve stock market data and financial information from Yahoo…
|
C 59 5⁄5 | ||||||||
| 13050 |
An MCP server that provides deepfake detection capabilities, allowing clients t…
|
C 59 6⁄6 | ||||||||