MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12101 |
A Model Context Protocol server that enables creating, modifying, and validatin…
|
C 62 5⁄5 | ||||||||
| 12102 |
A deployable Model Context Protocol server on Cloudflare Workers that allows LL…
|
C 62 5⁄5 | ||||||||
| 12103 |
An MCP server that locally saves and categorizes user prompts from LLM sessions…
|
C 62 5⁄5 | ||||||||
| 12104 |
Provides tools for generating optimized images via Google's Gemini model and fe…
|
C 62 5⁄5 | ||||||||
| 12105 |
A FastMCP server for natural language data analysis that allows users to load C…
|
C 62 5⁄4 | ||||||||
| 12106 |
MCP server for OCR using native Tesseract (C++), built with Node.js, delivering…
|
C 62 5⁄4 | ||||||||
| 12107 |
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
|
C 62 5⁄4 | ||||||||
| 12108 |
A server that allows Claude to control audio playback on your computer, support…
|
C 62 5⁄4 | ||||||||
| 12109 |
A Retrieval Augmented Generation system that enables AI assistants to perform s…
|
C 62 5⁄5 | ||||||||
| 12110 |
Enables interaction with Notion through the Notion API by exposing it as tools …
|
C 62 5⁄5 | ||||||||
| 12111 |
Cost Explorer MCP Server
Claim
Enables querying and analyzing AWS cost and usage data through the AWS Cost Exp…
|
C 62 5⁄5 | ||||||||
| 12112 |
Sends system notifications when AI completes responses in MCP-compatible code e…
|
C 62 5⁄5 | ||||||||
| 12113 |
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 12114 |
Enables domain availability checking through dual verification using WHOIS look…
|
C 62 5⁄5 | ||||||||
| 12115 |
Greetings & Images
Claim
Create multilingual greetings and generate custom images for messages, social p…
|
C 62 5⁄5 | ||||||||
| 12116 |
Deploy static sites instantly from AI agents — no account required
|
C 62 6⁄4 | ||||||||
| 12117 |
Enables multiple Claude Code instances to collaborate in real-time through chan…
|
C 62 5⁄5 | ||||||||
| 12118 |
A template for deploying a Model Context Protocol server on Cloudflare Workers …
|
C 62 5⁄5 | ||||||||
| 12119 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 62 5⁄5 | ||||||||
| 12120 |
Karenina MCP
Claim
Enables natural language querying of Karenina benchmark verification results st…
|
C 62 5⁄5 | ||||||||
| 12121 |
Enables secure read-only access to MySQL databases through SELECT queries via H…
|
C 62 5⁄5 | ||||||||
| 12122 |
Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log …
|
C 62 5⁄4 | ||||||||
| 12123 |
Enables users to retrieve Pokémon statistics, sprite images, and complete infor…
|
C 62 5⁄5 | ||||||||
| 12124 |
Elastic MCP
Claim
Connects to Elasticsearch clusters through the Model Context Protocol, enabling…
|
C 62 5⁄5 | ||||||||
| 12125 |
Enables AI assistants to send push notifications through the kweenkl service. A…
|
C 62 6⁄6 | ||||||||
| 12126 |
Zuul CI — build failure analysis, log search, pipeline status, and job configur…
|
C 62 5⁄5 | ||||||||
| 12127 |
Penpot MCP server
|
C 62 5⁄5 | ||||||||
| 12128 |
Enables Claude and other MCP clients to analyze and describe images using the Q…
|
C 62 5⁄5 | ||||||||
| 12129 |
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
|
C 62 5⁄5 | ||||||||
| 12130 |
Enables semantic search across text documents using vector embeddings stored in…
|
C 62 5⁄5 | ||||||||
| 12131 |
SSE MCP Server
Claim
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
|
C 62 5⁄5 | ||||||||
| 12132 |
Enables AI models to interact with YouTube content through video search, channe…
|
C 62 5⁄5 | ||||||||
| 12133 |
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
|
C 62 5⁄5 | ||||||||
| 12134 |
A template for deploying a remote Model Context Protocol server on Cloudflare W…
|
C 62 5⁄5 | ||||||||
| 12135 |
A Model Context Protocol server that enables AI models to interact with GitHub'…
|
C 62 5⁄5 | ||||||||
| 12136 |
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
|
C 62 5⁄5 | ||||||||
| 12137 |
Execute commands in visible VSCode terminal tabs with output capture and sessio…
|
C 62 5⁄4 | ||||||||
| 12138 |
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
|
C 62 5⁄5 | ||||||||
| 12139 |
Provides access to Homello platform product documentation and configuration met…
|
C 62 5⁄5 | ||||||||
| 12140 |
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimiza…
|
C 62 6⁄4 | ||||||||
| 12141 |
A Model Context Protocol server that enables LLMs to fetch and process web cont…
|
C 62 5⁄5 | ||||||||
| 12142 |
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
|
C 62 6⁄6 | ||||||||
| 12143 |
OKX MCP Server
Claim
Provides real-time cryptocurrency price data from OKX exchange through a Model …
|
C 62 5⁄5 | ||||||||
| 12144 |
NeuronWriter
Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
|
C 62 5⁄4 | ||||||||
| 12145 |
Manage Tally.so forms through AI conversation. Create, update, and organize for…
|
C 62 6⁄6 | ||||||||
| 12146 |
Maximum Sats
Claim
Bitcoin & Lightning Network AI tools with native Lightning L402 micropayments.
|
C 62 6⁄6 | ||||||||
| 12147 |
A Model Context Protocol server that enables AI agents to interact with local L…
|
C 62 5⁄4 | ||||||||
| 12148 |
South Korean law database — PIPA, ICT network security, credit information with…
|
C 62 6⁄6 | ||||||||
| 12149 |
OnSecurity MCP Server
Claim
OnSecurity MCP Server
|
C 62 6⁄6 | ||||||||
| 12150 |
Amazon MCP Server
Claim
Enables scraping Amazon product details and searching for products on Amazon th…
|
C 62 5⁄5 | ||||||||