MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28801
dexterpoh28
Freebeat AI Claim 1
MCP server for Freebeat creative workflows. Use it from MCP clients such as Cl…
D 40 25 0 81
28802
SongJiangzhou
Enforce consistent C++ style and best practices across your codebase. Analyze n…
D 40 25 0 81
28803
hipaaagent
hipaa-agent Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
D 40 25 0 81
28804
delx
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A…
D 40 25 0 81
28805 D 40 25 0 81
28806
businesshotelsdeveloper
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
D 40 25 0 81
28807
maxbeech
LinkedIn MCP Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
D 40 25 0 81
28808
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
D 40 25 0 81
28809
mailerastro
MailerAstro Claim
Send transactional emails and manage bulk distributions using your wallet addre…
D 40 25 0 81
28810
vinodkrishnan92
Discover capabilities and configuration, and learn about the organization behin…
D 40 25 0 81
28811
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
D 40 25 0 81
28812
BadRooBot
Get current weather for any city and create images from your prompts. Streamlin…
D 40 25 0 81
28813
aarna-ai
atv Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
D 40 25 0 81
28814
data-mindset
Create and manage Google Forms to run surveys and collect data. Add text and mu…
D 40 25 0 81
28815
ksruthi1992
vsftest Claim
D 40 25 0 81
28816
supernova
Core Claim
Provides essential system utilities and file management capabilities. Streamlin…
D 40 25 0 81
28817
lexq-io
LexQ Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
D 40 25 0 81
28818
kvz
Official Transloadit MCP server for AI agents. Process video, images, documents…
D 40 25 0 81
28819
ahutto87
Parsel Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
D 40 24 0 81
28820
WillNigri
External Brain for AI Agents - persistent versioned memory for creators
D 40 25 0 81
28821
AssetJay
assetjay Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
D 40 25 0 81
28822
brunosan
Not a news feed. A signal verification system. 68,000+ AI & tech articles from…
D 40 25 0 81
28823
Mljessop
Public data API with ML enrichment — SEC EDGAR, FRED, NOAA, EPA, USGS. 404 endp…
D 40 25 0 81
28824
TeamK2K
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
D 40 25 0 81
28825
mayla-debug
Schedule and manage Google Calendar events directly from your workspace. Check …
D 40 25 0 81
28826
jlalbany
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
D 40 24 0 81
28827
airport-pickups-london
Provide instant quotes and bookings for private transfers between London airpor…
D 40 25 0 81
28828
CSOAI-ORG
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
D 40 25 0 81
28829 D 40 25 0 81
28830
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
28831
ReportDash
The ReportDash Datastore MCP (Model Context Protocol) server provides a standar…
D 40 25 0 81
28832
bopmarket
BopMarket MCP server gives AI agents full marketplace access: search products a…
D 40 25 0 81
28833
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
28834
ghostprotocol
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readin…
D 40 25 0 81
28835
sidharth-5u15
Search CupShup's marketing knowledge base — services, case studies, and insight…
D 40 25 0 81
28836
ai
blinkxmcp Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
D 40 25 0 81
28837
a-ariff
Manage your Canvas coursework with quick access to courses, assignments, and gr…
D 40 25 0 81
28838
craftsw-rjso
mcp Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
D 40 25 0 81
28839
caliljp
「カーリル for AI」は、AIから利用できる図書館サービスという新しい体験を提供するための総合的な取り組みです。今回提供を開始する「カーリル図書館MCP」…
D 40 25 0 81
28840
MastadoonPrime
agent-memory Claim
Persistent, agent-owned memory with encrypted storage and shared knowledge comm…
D 40 24 0 81
28841 D 40 25 0 81
28842
myagentinbox
Create and manage temporary email addresses that expire automatically after 24 …
D 40 25 0 81
28843
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
D 40 25 0 81
28844
king-of-the-grackles
Research any topic on Reddit with guided workflows and actionable operations. F…
D 40 25 0 81
28845
ink
Ink Claim
Deploy and manage cloud services, git repositories, and databases through a str…
D 40 25 0 81
28846
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
D 40 25 0 81
28847
plsreadme
plsreadme Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
D 40 25 0 81
28848
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 25 0 81
28849
theconstructionstandard
Get product information, features, pricing, licensing FAQs, and role-specific b…
D 40 25 0 81
28850
atiprashant
buyhatke-mcp Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
D 40 25 0 81
Showing 28801–28850 of 66534 servers
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