MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10401 |
A Model Context Protocol server that provides PureScript development tools for …
|
C 65 5⁄4 | ||||||||
| 10402 |
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
|
C 65 6⁄4 | ||||||||
| 10403 |
Provides access to 7 free government and open data APIs including NOAA weather,…
|
C 65 5⁄5 | ||||||||
| 10404 |
A Model Context Protocol server that provides programmatic access to Amazon EKS…
|
C 65 5⁄5 | ||||||||
| 10405 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10406 |
Enables dynamic creation and orchestration of hierarchical AI agent teams with …
|
C 65 5⁄5 | ||||||||
| 10407 |
A Model Context Protocol server that provides real-time access to Zillow real e…
|
C 65 5⁄5 | ||||||||
| 10408 |
weather-mcp-server
|
C 65 5⁄5 | ||||||||
| 10409 |
A general-purpose MCP server that provides utility tools for echo, date/time, a…
|
C 65 5⁄5 | ||||||||
| 10410 |
A Model Context Protocol server that provides comprehensive tools for monitorin…
|
C 65 5⁄5 | ||||||||
| 10411 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 65 5⁄4 | ||||||||
| 10412 |
Enables AI assistants to manage Splitwise expenses with atomic duplicate preven…
|
C 65 6⁄6 | ||||||||
| 10413 |
Enables AI assistants to search, validate, and retrieve Australian postcode and…
|
C 65 5⁄5 | ||||||||
| 10414 |
Enables interaction with the Metal Framework by providing documentation search …
|
C 65 5⁄5 | ||||||||
| 10415 |
MCP server for Sapling (sl) version control
|
C 65 5⁄4 | ||||||||
| 10416 |
Enables generating web application prototypes from natural language requirement…
|
C 65 5⁄5 | ||||||||
| 10417 |
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
|
C 65 4⁄4 | ||||||||
| 10418 |
A Model Context Protocol server that enables users to manage translations for t…
|
C 65 5⁄5 | ||||||||
| 10419 |
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
|
C 65 5⁄4 | ||||||||
| 10420 |
An MCP server that enables AI assistants to programmatically browse and interac…
|
C 65 5⁄5 | ||||||||
| 10421 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10422 |
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
|
C 65 5⁄5 | ||||||||
| 10423 |
MCP Local Server
Claim
A minimal Model Context Protocol server that provides basic utility tools inclu…
|
C 65 5⁄4 | ||||||||
| 10424 |
A MCP server playing chess against LLMs.
|
C 65 5⁄4 | ||||||||
| 10425 |
A simple tutorial MCP server that provides a basic addition tool for adding two…
|
C 65 5⁄5 | ||||||||
| 10426 |
Provides access to the Invoices Generator API to create professional, customiza…
|
C 65 5⁄5 | ||||||||
| 10427 |
Provides access to over 40 industry-standard penetration testing tools, includi…
|
C 65 5⁄4 | ||||||||
| 10428 |
MCP server for Tinify image optimization — one tool, max optimization
|
C 65 6⁄4 | ||||||||
| 10429 |
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
|
C 65 5⁄5 | ||||||||
| 10430 |
description: "An MCP server that enables LLMs to 'see' what's happening in br…
|
C 65 5⁄5 | ||||||||
| 10431 |
Confluence MCP Server
Claim
Enables AI models to interact with Confluence knowledge bases by searching, rea…
|
C 65 5⁄5 | ||||||||
| 10432 |
jebmcp
Claim
|
C 65 5⁄4 | ||||||||
| 10433 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 65 5⁄5 | ||||||||
| 10434 |
A Model Context Protocol (MCP) server for Adobe After Effects that enables AI a…
|
C 65 5⁄5 | ||||||||
| 10435 |
A Model Context Protocol server that provides read-only access to Datasette ins…
|
C 65 5⁄5 | ||||||||
| 10436 |
An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…
|
C 65 5⁄5 | ||||||||
| 10437 |
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
|
C 65 5⁄5 | ||||||||
| 10438 |
Provides access to Seoul public data including subway passenger statistics and …
|
C 65 5⁄5 | ||||||||
| 10439 |
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
|
C 65 5⁄5 | ||||||||
| 10440 |
Tigris MCP Server
|
C 65 6⁄6 | ||||||||
| 10441 |
Enables AI assistants to save, retrieve, and manage research content using Chro…
|
C 65 5⁄5 | ||||||||
| 10442 |
简单易用的短链接生成工具,完全开源、免费、无需登录,可私有化部署,链接永久有效!
|
C 65 6⁄4 | ||||||||
| 10443 |
Enables intelligent academic paper discovery through ArXiv search and AI-powere…
|
C 65 5⁄5 | ||||||||
| 10444 |
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
|
C 65 5⁄4 | ||||||||
| 10445 |
An MCP server for automating virtual or physical Android devices using the Gbox…
|
C 65 5⁄5 | ||||||||
| 10446 |
MCP server for searching secondhand marketplaces — Facebook Marketplace, eBay, …
|
C 65 6⁄4 | ||||||||
| 10447 |
A Model Context Protocol server that enables Claude to persistently store, sear…
|
C 65 5⁄5 | ||||||||
| 10448 |
SceneCraft MCP
Claim
Converts plain text scripts into structured storyboards with shot breakdowns us…
|
C 65 5⁄5 | ||||||||
| 10449 |
Provides structured access to actionable insights, frameworks, and leadership a…
|
C 65 5⁄4 | ||||||||
| 10450 |
An MCP server for headless Qt/PySide6 GUI testing that enables AI assistants to…
|
C 65 5⁄4 | ||||||||