MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16451 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16452 |
Provides automated GUI testing and control capabilities through an MCP server t…
|
F 25 5⁄4 | ||||||||
| 16453 |
Enables capturing screenshots of all connected monitors with automatic JPEG com…
|
F 25 5⁄4 | ||||||||
| 16454 |
Enables comprehensive interaction with DHIS2 health information systems through…
|
F 25 5⁄5 | ||||||||
| 16455 |
An MCP server that integrates the ZepAi module to provide long-term memory and …
|
F 25 5⁄5 | ||||||||
| 16456 |
A utility tool that analyzes Next.js application routes and provides detailed i…
|
F 25 5⁄4 | ||||||||
| 16457 |
Check domain name availability via RDAP. Single lookups, bulk checks (up to 50)…
|
F 25 6⁄6 | ||||||||
| 16458 |
Enables interaction with Douban content including searching and reviewing books…
|
F 25 5⁄5 | ||||||||
| 16459 |
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
|
F 25 5⁄5 | ||||||||
| 16460 |
A meta-MCP server that acts as a universal gateway, allowing users to discover …
|
F 25 5⁄4 | ||||||||
| 16461 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16462 |
Enables AI assistants to query website statistics from Plausible Analytics, pro…
|
F 25 5⁄5 | ||||||||
| 16463 |
Provides comprehensive mathematical capabilities including basic arithmetic, ad…
|
F 25 5⁄5 | ||||||||
| 16464 |
MCP server that captures webpage screenshots, with viewport or full-page option…
|
F 25 5⁄4 | ||||||||
| 16465 |
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
|
F 25 5⁄5 | ||||||||
| 16466 |
Allows AI models to interact with Obsidian notes through the Local REST API, en…
|
F 25 5⁄4 | ||||||||
| 16467 |
Enables AI assistants to search for pet products, manage shopping carts, and bo…
|
F 25 5⁄5 | ||||||||
| 16468 |
MCP server for Monobank API — currency rates, client info, and account statemen…
|
F 25 5⁄4 | ||||||||
| 16469 |
Security scanner for AI agents, MCP servers and agent skills.
|
F 25 5⁄4 | ||||||||
| 16470 |
A production-grade server for programmatically controlling kitty terminal insta…
|
F 25 5⁄4 | ||||||||
| 16471 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16472 |
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
|
F 25 5⁄5 | ||||||||
| 16473 |
A workshop repository teaching advanced Model Context Protocol features for bui…
|
F 25 6⁄6 | ||||||||
| 16474 |
Enables AI assistants to interact with the Uber API for ride management, includ…
|
F 25 6⁄6 | ||||||||
| 16475 |
Generates comprehensive and formatted release notes from GitHub repositories, e…
|
F 25 5⁄5 | ||||||||
| 16476 |
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
|
F 25 6⁄4 | ||||||||
| 16477 |
Contract and template management for drafting, reviewing, and sending binding c…
|
F 25 5⁄5 | ||||||||
| 16478 |
A local MCP server that enables users to evaluate Pharo Smalltalk expressions a…
|
F 25 5⁄5 | ||||||||
| 16479 |
Enables AI assistants to query and manage PingCode project management data, inc…
|
F 25 5⁄4 | ||||||||
| 16480 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16481 |
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
|
F 25 5⁄4 | ||||||||
| 16482 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16483 |
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
|
F 25 6⁄6 | ||||||||
| 16484 |
Enables programmatic management of Google Calendar events through natural langu…
|
F 25 5⁄5 | ||||||||
| 16485 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||
| 16486 |
极客时间MCP新课已经上线！超2000同学一起开启MCP学习之旅！
|
F 25 5⁄4 | ||||||||
| 16487 |
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
|
F 25 6⁄6 | ||||||||
| 16488 |
A smart commute assistant that monitors travel routes via the Amap API and send…
|
F 25 5⁄5 | ||||||||
| 16489 |
A dynamic MCP server implementation that automatically loads tools, resources, …
|
F 25 5⁄5 | ||||||||
| 16490 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||
| 16491 |
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
|
F 25 5⁄5 | ||||||||
| 16492 |
A specialized MCP server for SAPUI5 and Fiori development that enables code gen…
|
F 25 5⁄4 | ||||||||
| 16493 |
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
|
F 25 5⁄5 | ||||||||
| 16494 |
MCP servers that provide multiple text conversion functions, including case con…
|
F 25 6⁄6 | ||||||||
| 16495 |
A Laravel-based Model Context Protocol demonstration that enables users to mana…
|
F 25 5⁄5 | ||||||||
| 16496 |
Internet radio streaming MCP server — search, play, and manage radio stations w…
|
F 25 5⁄4 | ||||||||
| 16497 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16498 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
F 25 5⁄4 | ||||||||
| 16499 |
A Model Context Protocol server that enables AI assistants to interact with a c…
|
F 25 6⁄6 | ||||||||
| 16500 |
An MCP server application that sends various types of messages to the WeCom gro…
|
F 25 5⁄5 | ||||||||