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 | ||||||||||
| 16101 |
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
|
F 25 5⁄5 | ||||||||
| 16102 |
An extensible Message Communication Protocol server that provides secure code e…
|
F 25 6⁄6 | ||||||||
| 16103 |
Enables AI assistants to search for business leads using FlashLeads' web harves…
|
F 25 5⁄5 | ||||||||
| 16104 |
Enables AI assistants to help developers integrate gasless transactions on the …
|
F 25 5⁄5 | ||||||||
| 16105 |
Enables integration with Azure DevOps services, allowing interaction with work …
|
F 25 5⁄5 | ||||||||
| 16106 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16107 |
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
|
F 25 5⁄4 | ||||||||
| 16108 |
一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。
|
F 25 5⁄5 | ||||||||
| 16109 |
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loade…
|
F 25 5⁄4 | ||||||||
| 16110 |
An MCP server that provides CodeScene Code Health analysis tools.
|
F 25 5⁄4 | ||||||||
| 16111 |
Enables users to search for vehicles and retrieve detailed listing information …
|
F 25 5⁄4 | ||||||||
| 16112 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16113 |
Search and retrieve Korean statutes and administrative rules with precise filte…
|
F 25 6⁄6 | ||||||||
| 16114 |
Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language que…
|
F 25 5⁄4 | ||||||||
| 16115 |
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
|
F 25 5⁄5 | ||||||||
| 16116 |
Enables the deployment of HTML content, folders, and full-stack projects to Edg…
|
F 25 6⁄6 | ||||||||
| 16117 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||
| 16118 |
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
|
F 25 5⁄5 | ||||||||
| 16119 |
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, P…
|
F 25 6⁄6 | ||||||||
| 16120 |
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
|
F 25 5⁄5 | ||||||||
| 16121 |
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
|
F 25 5⁄5 | ||||||||
| 16122 |
A group of model context protocol servers provide cognitive enhancement tools f…
|
F 25 5⁄5 | ||||||||
| 16123 |
Internet radio streaming MCP server — search, play, and manage radio stations w…
|
F 25 5⁄4 | ||||||||
| 16124 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 16125 |
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
|
F 25 5⁄4 | ||||||||
| 16126 |
Convert PDF documents into editable DOCX files seamlessly. Enable your applicat…
|
F 25 5⁄4 | ||||||||
| 16127 |
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
|
F 25 5⁄5 | ||||||||
| 16128 |
Context-efficient alternative to the official Notion MCP: 43 operations (pages,…
|
F 25 5⁄4 | ||||||||
| 16129 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16130 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||
| 16131 |
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
|
F 25 5⁄5 | ||||||||
| 16132 |
Canvas LMS integration for students and educators with FERPA-compliant analytic…
|
F 25 6⁄6 | ||||||||
| 16133 |
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
|
F 25 5⁄4 | ||||||||
| 16134 |
Bidirectional CSV <> JSON <> Markdown transformer
|
F 25 5⁄4 | ||||||||
| 16135 |
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
|
F 25 5⁄5 | ||||||||
| 16136 |
LLM-driven context and memory management with wide-recall + precise-reranking R…
|
F 25 5⁄5 | ||||||||
| 16137 |
A utility tool that analyzes Next.js application routes and provides detailed i…
|
F 25 5⁄4 | ||||||||
| 16138 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16139 |
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
|
F 25 5⁄4 | ||||||||
| 16140 |
A Puppeteer-based server designed for remote debugging, E2E testing, and DOM in…
|
F 25 5⁄4 | ||||||||
| 16141 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16142 |
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project li…
|
F 25 5⁄4 | ||||||||
| 16143 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16144 |
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
|
F 25 5⁄5 | ||||||||
| 16145 |
Enables interaction with DocuSeal instances to manage document templates, creat…
|
F 25 5⁄5 | ||||||||
| 16146 |
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
|
F 25 5⁄5 | ||||||||
| 16147 |
A Model Context Protocol server that enables automated search monitoring with A…
|
F 25 5⁄4 | ||||||||
| 16148 |
Provides integration with PayPal's Account Updater service, enabling merchants …
|
F 25 5⁄5 | ||||||||
| 16149 |
Enables capturing screenshots of all connected monitors with automatic JPEG com…
|
F 25 5⁄4 | ||||||||
| 16150 |
Provides AI-powered search capabilities through three specialized tools: web se…
|
F 25 6⁄6 | ||||||||