MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16151 |
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
|
F 25 5⁄5 | ||||||||
| 16152 |
TDolphinDB database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16153 |
A local Model Context Protocol server designed to share contextual information …
|
F 25 5⁄5 | ||||||||
| 16154 |
MCP server for interacting with Neon Management API and databases.
|
F 25 6⁄6 | ||||||||
| 16155 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16156 |
Enables interaction with the complete Cloudflare API using a codemode pattern t…
|
F 25 5⁄5 | ||||||||
| 16157 |
Validate oh-my-posh configurations and segment snippets against the official sc…
|
F 25 6⁄6 | ||||||||
| 16158 |
Create crafted UI components inspired by the best 21st.dev design engineers.
|
F 25 5⁄4 | ||||||||
| 16159 |
An MCP server that monitors and provides analytics on weekly report submissions…
|
F 25 5⁄5 | ||||||||
| 16160 |
An automated research agent that leverages Google Gemini models and Google Sear…
|
F 25 5⁄5 | ||||||||
| 16161 |
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
|
F 25 5⁄5 | ||||||||
| 16162 |
SQL analytics and data engineering for AI Assistants and IDEs
|
F 25 5⁄5 | ||||||||
| 16163 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16164 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16165 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 16166 |
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It…
|
F 25 5⁄5 | ||||||||
| 16167 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16168 |
MCP server for ChartForge — generate stunning charts and diagrams from natural …
|
F 25 5⁄5 | ||||||||
| 16169 |
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
|
F 25 5⁄5 | ||||||||
| 16170 |
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
|
F 25 5⁄4 | ||||||||
| 16171 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16172 |
This server implements the Model Context Protocol for seamless interaction with…
|
F 25 5⁄4 | ||||||||
| 16173 |
Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse b…
|
F 25 5⁄5 | ||||||||
| 16174 |
A secure system enabling AI assistants to interact with blockchain data and pre…
|
F 25 5⁄5 | ||||||||
| 16175 |
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project li…
|
F 25 5⁄4 | ||||||||
| 16176 |
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
|
F 25 6⁄4 | ||||||||
| 16177 |
One-stop aggregation service of hot trends across the entire network based on t…
|
F 25 5⁄5 | ||||||||
| 16178 |
A Model Context Protocol (MCP) server that enables integration of Strands agent…
|
F 25 5⁄5 | ||||||||
| 16179 |
Enables programmatic management of Google Calendar events through natural langu…
|
F 25 5⁄5 | ||||||||
| 16180 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16181 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16182 |
Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micro…
|
F 25 6⁄6 | ||||||||
| 16183 |
Integrates the EduChain library with Claude Desktop to generate educational con…
|
F 25 5⁄4 | ||||||||
| 16184 |
A real-time hotspot monitoring and news aggregation assistant that provides AI-…
|
F 25 5⁄5 | ||||||||
| 16185 |
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
|
F 25 5⁄5 | ||||||||
| 16186 |
Parses WeChat public account articles to extract metadata, content, and generat…
|
F 25 5⁄5 | ||||||||
| 16187 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16188 |
When your LLM needs human assistance (through AWS Mechanical Turk)
|
F 25 5⁄5 | ||||||||
| 16189 |
Provides tools for managing IP assets and licenses, interacting with the Story …
|
F 25 5⁄5 | ||||||||
| 16190 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16191 |
Enables AI assistants to create and manage Cursor Cloud Agents that autonomousl…
|
F 25 5⁄5 | ||||||||
| 16192 |
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
|
F 25 6⁄6 | ||||||||
| 16193 |
Enables secure command-line interactions on Windows systems with support for Po…
|
F 25 5⁄4 | ||||||||
| 16194 |
Enables vulnerability scanning of web applications using the xray security scan…
|
F 25 5⁄5 | ||||||||
| 16195 |
A dual-runtime template for building Model Context Protocol servers compatible …
|
F 25 5⁄5 | ||||||||
| 16196 |
An MCP server and Telegram bot that enables natural language management of WooC…
|
F 25 5⁄4 | ||||||||
| 16197 |
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
|
F 25 6⁄6 | ||||||||
| 16198 |
Enables remote control of Lovense toys through Claude using natural language co…
|
F 25 6⁄6 | ||||||||
| 16199 |
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
|
F 25 6⁄6 | ||||||||
| 16200 |
A server for hosting Model Context Protocol (MCP) tools on Cloudflare Workers w…
|
F 25 5⁄5 | ||||||||