MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28801 |
MCP server for Freebeat creative workflows.
Use it from MCP clients such as Cl…
|
D 40 2⁄5 | ||||||||
| 28802 |
C++ Core Guidelines
Claim
Enforce consistent C++ style and best practices across your codebase. Analyze n…
|
D 40 2⁄5 | ||||||||
| 28803 |
hipaa-agent
Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
|
D 40 2⁄5 | ||||||||
| 28804 |
Delx MCP Server
Claim
Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A…
|
D 40 2⁄5 | ||||||||
| 28805 |
sg-finance-data-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28806 |
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
|
D 40 2⁄5 | ||||||||
| 28807 |
LinkedIn MCP
Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
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D 40 2⁄5 | ||||||||
| 28808 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 28809 |
MailerAstro
Claim
Send transactional emails and manage bulk distributions using your wallet addre…
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D 40 2⁄5 | ||||||||
| 28810 |
Discover capabilities and configuration, and learn about the organization behin…
|
D 40 2⁄5 | ||||||||
| 28811 |
Classifier
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
D 40 2⁄5 | ||||||||
| 28812 |
BadRooBot-my_test_mcp
Claim
Get current weather for any city and create images from your prompts. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28813 |
atv
Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
|
D 40 2⁄5 | ||||||||
| 28814 |
Create and manage Google Forms to run surveys and collect data. Add text and mu…
|
D 40 2⁄5 | ||||||||
| 28815 |
vsftest
Claim
|
D 40 2⁄5 | ||||||||
| 28816 |
Core
Claim
Provides essential system utilities and file management capabilities. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28817 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 28818 |
Transloadit MCP Server
Claim
Official Transloadit MCP server for AI agents. Process video, images, documents…
|
D 40 2⁄5 | ||||||||
| 28819 |
Parsel
Claim
Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCS…
|
D 40 2⁄4 | ||||||||
| 28820 |
External Brain for AI Agents - persistent versioned memory for creators
|
D 40 2⁄5 | ||||||||
| 28821 |
assetjay
Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
|
D 40 2⁄5 | ||||||||
| 28822 |
global-ai-news
Claim
Not a news feed. A signal verification system.
68,000+ AI & tech articles from…
|
D 40 2⁄5 | ||||||||
| 28823 |
PublicData Oracle
Claim
Public data API with ML enrichment — SEC EDGAR, FRED, NOAA, EPA, USGS. 404 endp…
|
D 40 2⁄5 | ||||||||
| 28824 |
AppHandoff MCP Server
Claim
Shared live context for AI agents and humans — API specs, DB schemas, and contr…
|
D 40 2⁄5 | ||||||||
| 28825 |
Schedule and manage Google Calendar events directly from your workspace. Check …
|
D 40 2⁄5 | ||||||||
| 28826 |
Automate Google Ad Manager: campaigns, line items, creatives, inventory, report…
|
D 40 2⁄4 | ||||||||
| 28827 |
London Airport Transfers
Claim
Provide instant quotes and bookings for private transfers between London airpor…
|
D 40 2⁄5 | ||||||||
| 28828 |
meok-mcp-test-mcp
Claim
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
|
D 40 2⁄5 | ||||||||
| 28829 |
mcp-midjourney
Claim
|
D 40 2⁄5 | ||||||||
| 28830 |
Tier List
Claim
Create visual tier list images from ranked items and categories. Share rankings…
|
D 40 2⁄5 | ||||||||
| 28831 |
ReportDash DataStore
Claim
The ReportDash Datastore MCP (Model Context Protocol) server provides a standar…
|
D 40 2⁄5 | ||||||||
| 28832 |
BopMarketplace
Claim
BopMarket MCP server gives AI agents full marketplace access: search products a…
|
D 40 2⁄5 | ||||||||
| 28833 |
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 | ||||||||
| 28834 |
Ghost Protocol
Claim
# MCP Directory Submissions
This page tracks Ghost Protocol MCP listing readin…
|
D 40 2⁄5 | ||||||||
| 28835 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
|
D 40 2⁄5 | ||||||||
| 28836 |
blinkxmcp
Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
|
D 40 2⁄5 | ||||||||
| 28837 |
Manage your Canvas coursework with quick access to courses, assignments, and gr…
|
D 40 2⁄5 | ||||||||
| 28838 |
mcp
Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
|
D 40 2⁄5 | ||||||||
| 28839 |
「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 2⁄5 | ||||||||
| 28840 |
agent-memory
Claim
Persistent, agent-owned memory with encrypted storage and shared knowledge comm…
|
D 40 2⁄4 | ||||||||
| 28841 |
vacation-rentals
Claim
|
D 40 2⁄5 | ||||||||
| 28842 |
Create and manage temporary email addresses that expire automatically after 24 …
|
D 40 2⁄5 | ||||||||
| 28843 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
|
D 40 2⁄5 | ||||||||
| 28844 |
reddit-dialog-tools
Claim
Research any topic on Reddit with guided workflows and actionable operations. F…
|
D 40 2⁄5 | ||||||||
| 28845 |
Ink
Claim
Deploy and manage cloud services, git repositories, and databases through a str…
|
D 40 2⁄5 | ||||||||
| 28846 |
CompetLab MCP Server
Claim
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
|
D 40 2⁄5 | ||||||||
| 28847 |
plsreadme
Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
|
D 40 2⁄5 | ||||||||
| 28848 |
picoads
Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
|
D 40 2⁄5 | ||||||||
| 28849 |
Get product information, features, pricing, licensing FAQs, and role-specific b…
|
D 40 2⁄5 | ||||||||
| 28850 |
buyhatke-mcp
Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
|
D 40 2⁄5 | ||||||||