MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16701 |
VS Code extension that exposes diagnostic problems via Model Context Protocol (…
|
F 25 5⁄4 | ||||||||
| 16702 |
A Model Context Protocol server that provides search and retrieval capabilities…
|
F 25 6⁄6 | ||||||||
| 16703 |
A Model Context Protocol server that provides AI assistants with real-time data…
|
F 25 5⁄5 | ||||||||
| 16704 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 16705 |
A Model Context Protocol server that provides read-only MySQL database queries …
|
F 25 5⁄5 | ||||||||
| 16706 |
Provides real-time retrieval of official documentation for LangChain, LlamaInde…
|
F 25 5⁄5 | ||||||||
| 16707 |
An MCP server that generates high-quality blog cover images using Google Gemini…
|
F 25 5⁄5 | ||||||||
| 16708 |
Enables AI assistants to use Apify Actors as tools to perform specific tasks li…
|
F 25 5⁄5 | ||||||||
| 16709 |
Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous age…
|
F 25 5⁄5 | ||||||||
| 16710 |
A Model Context Protocol server that provides tools for interacting with Trello…
|
F 25 5⁄5 | ||||||||
| 16711 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16712 |
Enables searching for job opportunities across multiple platforms like Upwork, …
|
F 25 5⁄5 | ||||||||
| 16713 |
An educational implementation of a Model Context Protocol server that demonstra…
|
F 25 5⁄5 | ||||||||
| 16714 |
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持…
|
F 25 6⁄4 | ||||||||
| 16715 |
An MCP server that enables AI assistants to create, update, and publish Datawra…
|
F 25 5⁄4 | ||||||||
| 16716 |
Enables access to Network School Luma calendar events through Claude Desktop. A…
|
F 25 5⁄5 | ||||||||
| 16717 |
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
|
F 25 6⁄6 | ||||||||
| 16718 |
Access real-time price data, order books, and candle information from major Kor…
|
F 25 6⁄6 | ||||||||
| 16719 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16720 |
Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with commun…
|
F 25 5⁄5 | ||||||||
| 16721 |
Enables secure interaction with blockchain smart contracts across multiple chai…
|
F 25 5⁄5 | ||||||||
| 16722 |
An MCP Server that integrates with Stability AI's API to provide high-quality i…
|
F 25 5⁄5 | ||||||||
| 16723 |
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
|
F 25 5⁄5 | ||||||||
| 16724 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16725 |
LLM-driven context and memory management with wide-recall + precise-reranking R…
|
F 25 5⁄5 | ||||||||
| 16726 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16727 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16728 |
A Model Context Protocol server that enables controlling Spotify playback throu…
|
F 25 5⁄4 | ||||||||
| 16729 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16730 |
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, G…
|
F 25 5⁄4 | ||||||||
| 16731 |
74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC v…
|
F 25 5⁄5 | ||||||||
| 16732 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 16733 |
Connects AI models to the Terraform Registry via MCP, enabling provider lookups…
|
F 25 5⁄5 | ||||||||
| 16734 |
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
|
F 25 5⁄4 | ||||||||
| 16735 |
🐍 Automatic operation of on-screen GUI.
|
F 25 5⁄4 | ||||||||
| 16736 |
A Model Context Protocol implementation that provides a standardized interface …
|
F 25 5⁄5 | ||||||||
| 16737 |
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
|
F 25 5⁄4 | ||||||||
| 16738 |
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
|
F 25 5⁄4 | ||||||||
| 16739 |
Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…
|
F 25 5⁄4 | ||||||||
| 16740 |
Enables users to create and interact with hand-drawn sketches and architecture …
|
F 25 6⁄6 | ||||||||
| 16741 |
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
|
F 25 5⁄5 | ||||||||
| 16742 |
An MCP server that wraps the Gemini CLI to provide tools for executing prompts,…
|
F 25 5⁄5 | ||||||||
| 16743 |
Provides comprehensive building and office address information queries for ente…
|
F 25 6⁄6 | ||||||||
| 16744 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16745 |
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
|
F 25 5⁄5 | ||||||||
| 16746 |
Save and query your agent memory in distributed way by Membase
|
F 25 6⁄6 | ||||||||
| 16747 |
A centralized gateway and router that integrates multiple MCP servers into a si…
|
F 25 5⁄5 | ||||||||
| 16748 |
AI image generation using Google Gemini's nano banana model.
|
F 25 5⁄4 | ||||||||
| 16749 |
Automate your Slack workspace interactions by posting messages, replying to thr…
|
F 25 6⁄4 | ||||||||
| 16750 |
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
|
F 25 5⁄5 | ||||||||