MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 4 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16001 |
MCP server for SwapAPI - get executable token swap calldata for EVM chains
|
F 25 5⁄4 | ||||||||
| 16002 |
Production MCP server giving AI agents metered access to live Hedera blockchain…
|
F 25 5⁄5 | ||||||||
| 16003 |
A FastMCP-based server that enables interaction with MySQL databases, supportin…
|
F 25 5⁄5 | ||||||||
| 16004 |
An MCP server that enables AI agents to play and control YouTube and TikTok vid…
|
F 25 5⁄4 | ||||||||
| 16005 |
A quantitative trading analysis server that enables AI agents to screen stocks,…
|
F 25 5⁄5 | ||||||||
| 16006 |
Provides IMAP and SMTP capabilities, enabling developers to manage email servic…
|
F 25 5⁄4 | ||||||||
| 16007 |
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
|
F 25 6⁄6 | ||||||||
| 16008 |
An MCP server to access and updates profiles on an Apache Unomi CDP server.
|
F 25 5⁄5 | ||||||||
| 16009 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 16010 |
This MCP server searches Google's public ads database and uses AI to analyze ad…
|
F 25 5⁄5 | ||||||||
| 16011 |
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
|
F 25 5⁄4 | ||||||||
| 16012 |
Integrate Hugeicons seamlessly into your applications. Discover icons, access p…
|
F 25 5⁄5 | ||||||||
| 16013 |
Compress OCR-heavy PDFs into dense packed images so agents can work with long v…
|
F 25 5⁄5 | ||||||||
| 16014 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16015 |
Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs w…
|
F 25 6⁄6 | ||||||||
| 16016 |
Enables AI clients to search Aspen Discovery library catalogs and check real-ti…
|
F 25 5⁄5 | ||||||||
| 16017 |
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
|
F 25 5⁄4 | ||||||||
| 16018 |
A Python server that enables interaction with macOS native applications (Contac…
|
F 25 5⁄4 | ||||||||
| 16019 |
CalDAV calendar operations (list, create, update, delete events) as MCP tools.
|
F 25 5⁄5 | ||||||||
| 16020 |
Enables AI image generation, editing, and composition using Google's Gemini ima…
|
F 25 5⁄5 | ||||||||
| 16021 |
A Model Context Protocol server that provides weather information and forecasts…
|
F 25 5⁄5 | ||||||||
| 16022 |
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchest…
|
F 25 5⁄4 | ||||||||
| 16023 |
A Laravel-based Model Context Protocol demonstration that enables users to mana…
|
F 25 5⁄5 | ||||||||
| 16024 |
Enables Claude AI to send real-time notifications to Slack channels with suppor…
|
F 25 5⁄5 | ||||||||
| 16025 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16026 |
|
F 25 5⁄4 | ||||||||
| 16027 |
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
|
F 25 5⁄5 | ||||||||
| 16028 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16029 |
Control monitor brightness, contrast, power and input via DDC/CI with MCP and M…
|
F 25 5⁄4 | ||||||||
| 16030 |
Enable AI LLMs to execute trades using MetaTrader 5 platform
|
F 25 5⁄4 | ||||||||
| 16031 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16032 |
A utility tool that enables Claude Desktop to interact with external tools via …
|
F 25 5⁄5 | ||||||||
| 16033 |
Generates sequence diagram images from Mermaid syntax or natural language descr…
|
F 25 5⁄4 | ||||||||
| 16034 |
Persistent memory and human approval for any AI agent.
Give your AI agents the…
|
F 25 5⁄5 | ||||||||
| 16035 |
Provides documentation and component references for the Reacticx React Native l…
|
F 25 5⁄5 | ||||||||
| 16036 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||
| 16037 |
Enables Claude to interact with DingTalk workspaces to search for users, retrie…
|
F 25 5⁄5 | ||||||||
| 16038 |
Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 en…
|
F 25 5⁄5 | ||||||||
| 16039 |
A server providing tools for querying and analyzing Teradata databases, includi…
|
F 25 5⁄5 | ||||||||
| 16040 |
Provides programmatic access to Apple Voice Memos on macOS, enabling AI assista…
|
F 25 5⁄4 | ||||||||
| 16041 |
Integrates with the ovice Public API to manage virtual office workspaces, group…
|
F 25 5⁄5 | ||||||||
| 16042 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16043 |
An MCP-powered HR management system that automates employee onboarding, leave t…
|
F 25 5⁄5 | ||||||||
| 16044 |
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
|
F 25 5⁄5 | ||||||||
| 16045 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16046 |
Implementation of HTTP 402 (payment required http code) relying on Solana
|
F 25 6⁄6 | ||||||||
| 16047 |
An MCP server for intelligent logo extraction and processing, supporting automa…
|
F 25 6⁄6 | ||||||||
| 16048 |
An MCP server that generates high-quality blog cover images using Google Gemini…
|
F 25 5⁄5 | ||||||||
| 16049 |
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
|
F 25 5⁄5 | ||||||||
| 16050 |
An MCP server for searching job listings with filters for date, keywords, remot…
|
F 25 5⁄4 | ||||||||