MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16151 |
Universal deployment tracker for AI assistants with live status badges and depl…
|
F 25 5⁄5 | ||||||||
| 16152 |
Enables full curl functionality within the Model Context Protocol, allowing use…
|
F 25 5⁄4 | ||||||||
| 16153 |
A comprehensive learning project demonstrating MCP server implementation with t…
|
F 25 5⁄5 | ||||||||
| 16154 |
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
|
F 25 5⁄5 | ||||||||
| 16155 |
An AI-powered automation tool development platform that provides modular archit…
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F 25 5⁄5 | ||||||||
| 16156 |
|
F 25 5⁄5 | ||||||||
| 16157 |
A server that integrates with Cursor IDE to provide code review functionality f…
|
F 25 5⁄4 | ||||||||
| 16158 |
Enables cluster-aware command execution and automatic task routing across distr…
|
F 25 5⁄5 | ||||||||
| 16159 |
Async Python client for the Model Context Protocol with interactive CLI and rea…
|
F 25 5⁄4 | ||||||||
| 16160 |
A Model Context Protocol server that enables Claude and other AI assistants to …
|
F 25 5⁄5 | ||||||||
| 16161 |
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
|
F 25 6⁄6 | ||||||||
| 16162 |
A Model Context Protocol server that enables AI assistants to interact with a c…
|
F 25 6⁄6 | ||||||||
| 16163 |
MCP server for Manticore Search — lets AI assistants query and manage search da…
|
F 25 5⁄4 | ||||||||
| 16164 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16165 |
VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.
|
F 25 5⁄4 | ||||||||
| 16166 |
A lightweight MCP server for image processing and cloud uploads that automates …
|
F 25 5⁄5 | ||||||||
| 16167 |
A smart commute assistant that monitors travel routes via the Amap API and send…
|
F 25 5⁄5 | ||||||||
| 16168 |
A simple MCP server that recalls and saves memories from and to Apple Notes.
|
F 25 5⁄4 | ||||||||
| 16169 |
The MCP server provides an interface to the Datadog API, enabling seamless mana…
|
F 25 5⁄5 | ||||||||
| 16170 |
Convert PDF documents into editable DOCX files seamlessly. Enable your applicat…
|
F 25 5⁄4 | ||||||||
| 16171 |
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
|
F 25 5⁄4 | ||||||||
| 16172 |
An MCP server implementation that enables calling iFlytek workflows through the…
|
F 25 5⁄5 | ||||||||
| 16173 |
Enables interaction with Discord using personal user tokens instead of bot appl…
|
F 25 5⁄4 | ||||||||
| 16174 |
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
|
F 25 5⁄5 | ||||||||
| 16175 |
A test server implementing all features of the MCP protocol, including prompts,…
|
F 25 5⁄5 | ||||||||
| 16176 |
MCP server for interactive visualizations: tables, images, trees, lists, master…
|
F 25 5⁄4 | ||||||||
| 16177 |
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
|
F 25 5⁄5 | ||||||||
| 16178 |
Confluence CLI & MCP Server — dual-mode Go binary for Confluence Cloud with 7 t…
|
F 25 5⁄5 | ||||||||
| 16179 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 25 5⁄4 | ||||||||
| 16180 |
Provides econometric modeling capabilities through R, enabling AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16181 |
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
|
F 25 5⁄5 | ||||||||
| 16182 |
An MCP server that enables Claude to perform financial analysis and visualizati…
|
F 25 5⁄4 | ||||||||
| 16183 |
Enables AI agents to control Alexa-connected smart home devices, including voic…
|
F 25 5⁄5 | ||||||||
| 16184 |
One-stop aggregation service of hot trends across the entire network based on t…
|
F 25 5⁄5 | ||||||||
| 16185 |
Provides comprehensive enterprise qualification and certificate data, including…
|
F 25 5⁄5 | ||||||||
| 16186 |
A Node.js server that enables AI Clients to interact with the Directus CMS API …
|
F 25 5⁄5 | ||||||||
| 16187 |
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
|
F 25 5⁄5 | ||||||||
| 16188 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16189 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16190 |
A Node.js and TypeScript server project that provides a simple starter example …
|
F 25 5⁄4 | ||||||||
| 16191 |
A Model Context Protocol server that fetches detailed API documentation from a …
|
F 25 5⁄5 | ||||||||
| 16192 |
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
|
F 25 5⁄5 | ||||||||
| 16193 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16194 |
FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and m…
|
F 25 5⁄4 | ||||||||
| 16195 |
An MCP server that provides CodeScene Code Health analysis tools.
|
F 25 5⁄4 | ||||||||
| 16196 |
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
|
F 25 5⁄5 | ||||||||
| 16197 |
A Model Context Protocol server that provides a scalable backend solution for e…
|
F 25 5⁄5 | ||||||||
| 16198 |
An MCP server that integrates FindMine's product styling and outfit recommendat…
|
F 25 5⁄5 | ||||||||
| 16199 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16200 |
A server implementation that streams real-time Binance market data (spot and fu…
|
F 25 5⁄5 | ||||||||