MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13001 |
Advertising-Analysis
Claim
A demonstration project of an MCP server for injecting advertisements into LLM …
|
C 59 6⁄6 | ||||||||
| 13002 |
A Model Control Protocol implementation for SAMtools, providing a standardized …
|
C 59 5⁄5 | ||||||||
| 13003 |
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
|
C 59 5⁄4 | ||||||||
| 13004 |
Anirudh MCP Server
Claim
Provide a dedicated MCP server focused on delivering capabilities related to An…
|
C 59 5⁄4 | ||||||||
| 13005 |
Enables AI assistants to automatically integrate Divvi referral tracking into J…
|
C 59 6⁄6 | ||||||||
| 13006 |
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
|
C 59 5⁄5 | ||||||||
| 13007 |
A Model Context Protocol server providing comprehensive read-only access to You…
|
C 59 5⁄5 | ||||||||
| 13008 |
A Model Context Protocol server that connects your personal WhatsApp account to…
|
C 59 5⁄5 | ||||||||
| 13009 |
An MCP server that provides Large Language Models with access to YNAB (You Need…
|
C 59 5⁄5 | ||||||||
| 13010 |
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
|
C 59 5⁄4 | ||||||||
| 13011 |
Weather MCP Server
Claim
Provides real-time weather information for any city worldwide using the Open-Me…
|
C 59 5⁄5 | ||||||||
| 13012 |
A Model Context Protocol server that enables interaction with Polymarket predic…
|
C 59 5⁄4 | ||||||||
| 13013 |
A Model Context Protocol server providing read-only access to MySQL databases, …
|
C 59 5⁄5 | ||||||||
| 13014 |
Provides weather forecast data for any location using the Open-Meteo API, retur…
|
C 59 6⁄6 | ||||||||
| 13015 |
MCP server for the Trello REST API – manage boards, lists, cards, labels, check…
|
C 59 5⁄5 | ||||||||
| 13016 |
An MCP server that helps AI assistants manage expense-sharing for social events…
|
C 59 5⁄5 | ||||||||
| 13017 |
A Model Context Protocol server that enables AI assistants to interact with Kan…
|
C 59 6⁄6 | ||||||||
| 13018 |
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
|
C 59 5⁄5 | ||||||||
| 13019 |
An MCP server that allows users to interact with YNAB data, enabling access to …
|
C 59 5⁄5 | ||||||||
| 13020 |
A Node.js server that implements Model Context Protocol (MCP) for controlling H…
|
C 59 5⁄4 | ||||||||
| 13021 |
Provides real-time and historical cryptocurrency price data from multiple excha…
|
C 59 6⁄6 | ||||||||
| 13022 |
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
|
C 59 5⁄4 | ||||||||
| 13023 |
SQLite MCP Server
Claim
Implements a Model Context Protocol server that enables natural language intera…
|
C 59 5⁄5 | ||||||||
| 13024 |
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
|
C 59 5⁄5 | ||||||||
| 13025 |
A Model Context Protocol server that provides tools to get the current date and…
|
C 59 5⁄5 | ||||||||
| 13026 |
An MCP server that provides safe access to your iMessage database through Model…
|
C 59 5⁄4 | ||||||||
| 13027 |
An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) wi…
|
C 59 5⁄5 | ||||||||
| 13028 |
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
|
C 59 5⁄4 | ||||||||
| 13029 |
SQL MCP Server
Claim
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
|
C 59 5⁄5 | ||||||||
| 13030 |
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
|
C 59 5⁄5 | ||||||||
| 13031 |
Persona Explorer
Claim
Create personas of real people from their public web content. Ask questions and…
|
C 59 5⁄4 | ||||||||
| 13032 |
Egyptian legislation via MCP — full-text search across statutes and provisions
|
C 59 6⁄6 | ||||||||
| 13033 |
MCP Document Server
Claim
A local development server that provides an interface for managing and accessin…
|
C 59 5⁄5 | ||||||||
| 13034 |
Nmap MCP Server
Claim
Enables network scanning and security assessment using Nmap through MCP, allowi…
|
C 59 5⁄5 | ||||||||
| 13035 |
Provide a Python-based MCP server implementation to enable integration of LLMs …
|
C 59 5⁄4 | ||||||||
| 13036 |
Enables access to Google Calendar events from a public ICS feed, allowing users…
|
C 59 5⁄5 | ||||||||
| 13037 |
An educational project that deliberately implements vulnerable MCP servers to d…
|
C 59 5⁄5 | ||||||||
| 13038 |
MCP server for temporary email management using ChatTempMail API
|
C 59 6⁄4 | ||||||||
| 13039 |
XiaozhiMCP-MapNAVI
Claim
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
|
C 59 5⁄5 | ||||||||
| 13040 |
Automates cold email outreach for job applications by parsing job postings, gen…
|
C 59 5⁄4 | ||||||||
| 13041 |
A modular quantitative trading assistant that integrates with XTQuant/QMT tradi…
|
C 59 5⁄4 | ||||||||
| 13042 |
An MCP server that enables web search and document retrieval capabilities throu…
|
C 59 5⁄5 | ||||||||
| 13043 |
A simple MCP server that retrieves and displays status information and incident…
|
C 59 5⁄4 | ||||||||
| 13044 |
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
|
C 59 5⁄5 | ||||||||
| 13045 |
Provides code completion, bug fixing, and test generation for multiple programm…
|
C 59 6⁄6 | ||||||||
| 13046 |
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
|
C 59 5⁄5 | ||||||||
| 13047 |
A Model Context Protocol server that creates tools from API configurations defi…
|
C 59 5⁄5 | ||||||||
| 13048 |
A Model Context Protocol server that provides greeting tools, resources, and pr…
|
C 59 5⁄5 | ||||||||
| 13049 |
An MCP server that allows AI models to create data visualizations using Vega-Li…
|
C 59 5⁄5 | ||||||||
| 13050 |
Jama Abstract MCP Server
Claim
Provide a flexible MCP server implementation that integrates with external tool…
|
C 59 5⁄4 | ||||||||