MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16801 |
An MCP server that enables users to execute arbitrary shell commands on their l…
|
F 25 5⁄4 | ||||||||
| 16802 |
Integrates with Google Drive to enable listing, reading, and searching over fil…
|
F 25 5⁄5 | ||||||||
| 16803 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16804 |
Real-time hydrological information retrieval service that provides water level,…
|
F 25 6⁄6 | ||||||||
| 16805 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||
| 16806 |
A lightweight Python-based server that enables users to manage and retrieve the…
|
F 25 5⁄5 | ||||||||
| 16807 |
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
|
F 25 5⁄5 | ||||||||
| 16808 |
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
|
F 25 5⁄5 | ||||||||
| 16809 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||
| 16810 |
A Model Context Protocol server that provides search and retrieval capabilities…
|
F 25 6⁄6 | ||||||||
| 16811 |
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
|
F 25 5⁄5 | ||||||||
| 16812 |
A server that provides access to Google Gemini AI capabilities including text g…
|
F 25 5⁄5 | ||||||||
| 16813 |
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
|
F 25 5⁄5 | ||||||||
| 16814 |
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
|
F 25 6⁄6 | ||||||||
| 16815 |
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
|
F 25 5⁄5 | ||||||||
| 16816 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16817 |
Brings git-delta's beautiful syntax highlighting and diff formatting to AI assi…
|
F 25 5⁄4 | ||||||||
| 16818 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16819 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16820 |
Enables searching for Bilibili videos through a standardized MCP interface, ret…
|
F 25 5⁄5 | ||||||||
| 16821 |
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
|
F 25 5⁄5 | ||||||||
| 16822 |
Track and manage employee time off with quick balance lookups and streamlined a…
|
F 25 6⁄6 | ||||||||
| 16823 |
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
|
F 25 5⁄4 | ||||||||
| 16824 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||
| 16825 |
A Model Context Protocol server that provides read-only MySQL database queries …
|
F 25 5⁄5 | ||||||||
| 16826 |
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
|
F 25 6⁄6 | ||||||||
| 16827 |
A tool that enables automated browser control using Pyppeteer within the MCP fr…
|
F 25 5⁄5 | ||||||||
| 16828 |
A2A Protocol client and developer toolkit.
|
F 25 5⁄4 | ||||||||
| 16829 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16830 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16831 |
APEX — AI operating system for founders. Join waitlist or request a demo.
|
F 25 5⁄5 | ||||||||
| 16832 |
Extract documentation for AI agents from any site with llms.txt support. Featur…
|
F 25 5⁄5 | ||||||||
| 16833 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16834 |
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
|
F 25 5⁄4 | ||||||||
| 16835 |
A suite of MCP servers that allow LLMs to interact with blockchains through Met…
|
F 25 5⁄5 | ||||||||
| 16836 |
紫微AI，是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpr…
|
F 25 5⁄5 | ||||||||
| 16837 |
Generate images using advanced AI models and store them securely in the cloud. …
|
F 25 5⁄5 | ||||||||
| 16838 |
Enables users to search for vehicles and retrieve detailed listing information …
|
F 25 5⁄4 | ||||||||
| 16839 |
Enables AI assistants to access Fathom meeting recordings, summaries, transcrip…
|
F 25 5⁄4 | ||||||||
| 16840 |
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
|
F 25 5⁄5 | ||||||||
| 16841 |
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
|
F 25 5⁄5 | ||||||||
| 16842 |
A Laravel-based Model Context Protocol demonstration that enables users to mana…
|
F 25 5⁄5 | ||||||||
| 16843 |
An MCP server and Telegram bot that enables natural language management of WooC…
|
F 25 5⁄4 | ||||||||
| 16844 |
Time MCP Server is a server implementation that provides time aware capabilitie…
|
F 25 6⁄6 | ||||||||
| 16845 |
FIFA World Cup 2026 data — 18 tools covering matches, teams, venues, city guide…
|
F 25 5⁄4 | ||||||||
| 16846 |
Enables access to Network School Luma calendar events through Claude Desktop. A…
|
F 25 5⁄5 | ||||||||
| 16847 |
Enables control and automation of Android devices using uiautomator2 and ADB. I…
|
F 25 5⁄4 | ||||||||
| 16848 |
Connects Home Assistant media players to Cursor, allowing automated control of …
|
F 25 5⁄5 | ||||||||
| 16849 |
A Cursor MCP server that analyzes web pages for SEO issues and validates struct…
|
F 25 5⁄4 | ||||||||
| 16850 |
MCP Server for faster development iteration
|
F 25 5⁄5 | ||||||||