MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28201 |
AppHandoff MCP Server
Claim
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
|
D 40 2⁄5 | ||||||||
| 28202 |
cancersupport
Claim
|
D 40 2⁄5 | ||||||||
| 28203 |
Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, a…
|
D 40 2⁄5 | ||||||||
| 28204 |
Catalunya 2022
Claim
**Catalunya 2022 - RESET: Crida per reactivar el país**
Un pla d'acció estra…
|
D 40 2⁄5 | ||||||||
| 28205 |
art-events
Claim
|
D 40 2⁄5 | ||||||||
| 28206 |
vsfclub2
Claim
|
D 40 2⁄5 | ||||||||
| 28207 |
whatsapp
Claim
Connect Wawp API Documentation directly to your AI tools like Cursor, Windsurf,…
|
D 40 2⁄5 | ||||||||
| 28208 |
AI-powered product search, affiliate links, and price negotiation for e-commerc…
|
D 40 2⁄5 | ||||||||
| 28209 |
Join.Cloud
Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they
mess…
|
D 40 2⁄5 | ||||||||
| 28210 |
memnode
Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
|
D 40 2⁄5 | ||||||||
| 28211 |
Vivid MCP
Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
|
D 40 2⁄5 | ||||||||
| 28212 |
airmang-hwpx-mcp
Claim
자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 …
|
D 40 2⁄5 | ||||||||
| 28213 |
mcp
Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
|
D 40 2⁄5 | ||||||||
| 28214 |
RationalBloks
Claim
By providing a simple JSON configuration file to describe your data structure, …
|
D 40 2⁄5 | ||||||||
| 28215 |
mcp-midjourney
Claim
|
D 40 2⁄5 | ||||||||
| 28216 |
weathernws
Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
|
D 40 2⁄5 | ||||||||
| 28217 |
MolTrust
Claim
Register and verify decentralized identities to establish secure, trusted inter…
|
D 40 2⁄5 | ||||||||
| 28218 |
SubwayInfo NYC
Claim
Real-time NYC transit data for subway, bus, ferry, commuter rail, and Citi Bike…
|
D 40 2⁄5 | ||||||||
| 28219 |
Market Intelligence
Claim
Analyze competitive landscapes, market trends, and industry opportunities to in…
|
D 40 2⁄5 | ||||||||
| 28220 |
Teres
Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
|
D 40 2⁄5 | ||||||||
| 28221 |
Archetype
Claim
Streamline your sales hiring process by generating custom interview scripts tai…
|
D 40 2⁄5 | ||||||||
| 28222 |
Classifier
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
D 40 2⁄5 | ||||||||
| 28223 |
mediawiki
Claim
|
D 40 2⁄5 | ||||||||
| 28224 |
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
|
D 40 2⁄4 | ||||||||
| 28225 |
Brand audits, visual catalogs, AI proposals & checkout for LATAM SMBs. Full fun…
|
D 40 2⁄5 | ||||||||
| 28226 |
Schedule and manage Google Calendar events directly from your workspace. Check …
|
D 40 2⁄5 | ||||||||
| 28227 |
EmberReads Romance Books
Claim
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
|
D 40 2⁄5 | ||||||||
| 28228 |
atv
Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
|
D 40 2⁄5 | ||||||||
| 28229 |
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
|
D 40 2⁄5 | ||||||||
| 28230 |
Web Scraper
Claim
Extracts clean text, structured data, and metadata from any website. Captures f…
|
D 40 2⁄5 | ||||||||
| 28231 |
## Pest Sentinel MCP Server
AI-powered pest risk intelligence for **500+ zones…
|
D 40 2⁄5 | ||||||||
| 28232 |
shabaaspay
Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
|
D 40 2⁄5 | ||||||||
| 28233 |
Create polished slide decks from text or YouTube links in seconds. Fetch video …
|
D 40 2⁄5 | ||||||||
| 28234 |
Fabric Marketplace
Claim
Manage digital asset listings and requests within the Fabric marketplace ecosys…
|
D 40 2⁄5 | ||||||||
| 28235 |
SpaceMolt
Claim
Manage and interact with various gaming environments directly through your inte…
|
D 40 2⁄5 | ||||||||
| 28236 |
Opendata Ademe
Claim
Access to ADEME datasets (French ecological transition agency) - data on energy…
|
D 40 2⁄5 | ||||||||
| 28237 |
MCP server for the PDF Generator API — generate PDFs from templates, manage tem…
|
D 40 2⁄5 | ||||||||
| 28238 |
rfc-server
Claim
Search and fetch RFCs by keyword or number. Jump directly to specific sections …
|
D 40 2⁄5 | ||||||||
| 28239 |
sg-finance-data-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28240 |
reddit-outreach
Claim
The only AI tool that connects directly to a proprietary Reddit outreach netwo…
|
D 40 2⁄5 | ||||||||
| 28241 |
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
|
D 40 2⁄5 | ||||||||
| 28242 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 28243 |
LinkedIn MCP
Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
|
D 40 2⁄5 | ||||||||
| 28244 |
C++ Core Guidelines
Claim
Enforce consistent C++ style and best practices across your codebase. Analyze n…
|
D 40 2⁄5 | ||||||||
| 28245 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 28246 |
Cannabis and controlled substances regulatory intelligence MCP server. Query st…
|
D 40 2⁄5 | ||||||||
| 28247 |
Alcheon
Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
|
D 40 2⁄5 | ||||||||
| 28248 |
lux
Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
|
D 40 2⁄5 | ||||||||
| 28249 |
Prompt Injection Detector is a stateless security microservice built for the ag…
|
D 40 2⁄5 | ||||||||
| 28250 |
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
|
D 40 2⁄5 | ||||||||