MCP Server Quality Scores

Independent quality analysis of 64872 public MCP servers

64872
Discovered
30796
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28201
TeamK2K
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
D 40 25 0 81
28202 D 40 25 0 81
28203
pi3ch
Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, a…
D 40 25 0 81
28204
info-g03l
**Catalunya 2022 - RESET: Crida per reactivar el país** Un pla d'acció estra…
D 40 25 0 81
28205
onurgu
art-events Claim
D 40 25 0 81
28206
luis.ticas1
vsfclub2 Claim
D 40 25 0 81
28207
wawp
whatsapp Claim
Connect Wawp API Documentation directly to your AI tools like Cursor, Windsurf,…
D 40 25 0 81
28208
Chris85appding
AI-powered product search, affiliate links, and price negotiation for e-commerc…
D 40 25 0 81
28209
joincloud
Join.Cloud Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they mess…
D 40 25 0 81
28210
pbudzik
memnode Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
D 40 25 0 81
28211
vivid
Vivid MCP Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
D 40 25 0 81
28212
airmang
자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 …
D 40 25 0 81
28213
mcp Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
D 40 25 0 81
28214
rationalbloks
By providing a simple JSON configuration file to describe your data structure, …
D 40 25 0 81
28215 D 40 25 0 81
28216
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
28217
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
28218
ckbk
Real-time NYC transit data for subway, bus, ferry, commuter rail, and Citi Bike…
D 40 25 0 81
28219
ezbiz-services
Analyze competitive landscapes, market trends, and industry opportunities to in…
D 40 25 0 81
28220
qflagg212-i66d
Teres Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
D 40 25 0 81
28221
swell
Archetype Claim
Streamline your sales hiring process by generating custom interview scripts tai…
D 40 25 0 81
28222
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
D 40 25 0 81
28223
yuhuison
mediawiki Claim
D 40 25 0 81
28224
kodey_ai
kodey-pdf-mcp Claim 1
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
D 40 24 0 81
28225
Fision-Studio
Brand audits, visual catalogs, AI proposals & checkout for LATAM SMBs. Full fun…
D 40 25 0 81
28226
mayla-debug
Schedule and manage Google Calendar events directly from your workspace. Check …
D 40 25 0 81
28227
emberreads
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
D 40 25 0 81
28228
aarna-ai
atv Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
D 40 25 0 81
28229
labelhead
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
D 40 25 0 81
28230
aparajithn
Web Scraper Claim
Extracts clean text, structured data, and metadata from any website. Captures f…
D 40 25 0 81
28231
pestsentinel
## Pest Sentinel MCP Server AI-powered pest risk intelligence for **500+ zones…
D 40 25 0 81
28232
shabaaspay
shabaaspay Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
D 40 25 0 81
28233
Pratiksha-Kanoja
Create polished slide decks from text or YouTube links in seconds. Fetch video …
D 40 25 0 81
28234
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
28235
spacemolt
SpaceMolt Claim
Manage and interact with various gaming environments directly through your inte…
D 40 25 0 81
28236
koumoul
Access to ADEME datasets (French ecological transition agency) - data on energy…
D 40 25 0 81
28237
pdf-generator-api
MCP server for the PDF Generator API — generate PDFs from templates, manage tem…
D 40 25 0 81
28238
xiaobenyang-com
rfc-server Claim
Search and fetch RFCs by keyword or number. Jump directly to specific sections …
D 40 25 0 81
28239 D 40 25 0 81
28240
signal-found
The only AI tool that connects directly to a proprietary Reddit outreach netwo…
D 40 25 0 81
28241
businesshotelsdeveloper
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
D 40 25 0 81
28242
lexq-io
LexQ Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
D 40 25 0 81
28243
maxbeech
LinkedIn MCP Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
D 40 25 0 81
28244
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
28245
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
D 40 25 0 81
28246
twohalves
Cannabis and controlled substances regulatory intelligence MCP server. Query st…
D 40 25 0 81
28247
alcheon
Alcheon Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
D 40 25 0 81
28248
lux
lux Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
D 40 25 0 81
28249
found402
Prompt Injection Detector is a stateless security microservice built for the ag…
D 40 25 0 81
28250
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
D 40 25 0 81
Showing 28201–28250 of 64872 servers
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