MCP Server Quality Scores
Independent quality analysis of 60956 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27801 |
Norman
Claim
Manage business finances by tracking transactions, clients, and categories. Str…
|
D 40 2⁄5 | ||||||||
| 27802 |
snapcall-test2
Claim
Create instant Snapcall call links and recording sessions to capture photos and…
|
D 40 2⁄5 | ||||||||
| 27803 |
weathernws
Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
|
D 40 2⁄5 | ||||||||
| 27804 |
MolTrust
Claim
Register and verify decentralized identities to establish secure, trusted inter…
|
D 40 2⁄5 | ||||||||
| 27805 |
Applify
Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
|
D 40 2⁄5 | ||||||||
| 27806 |
Shield
Claim
Protect digital identities and infrastructure by scanning for data breaches, ma…
|
D 40 2⁄5 | ||||||||
| 27807 |
outtolunch
Claim
Daily world briefing that tells AI assistants what's actually happening right n…
|
D 40 2⁄5 | ||||||||
| 27808 |
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 | ||||||||
| 27809 |
mcp-midjourney
Claim
|
D 40 2⁄5 | ||||||||
| 27810 |
Join.Cloud
Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they
mess…
|
D 40 2⁄5 | ||||||||
| 27811 |
MCP Suno
Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
|
D 40 2⁄5 | ||||||||
| 27812 |
mcp-hub
Claim
AI-native service orchestration platform. Discover MCP services by capability, …
|
D 40 2⁄5 | ||||||||
| 27813 |
Method CRM
Claim
Manage customer relationship data by performing CRUD operations on tables and h…
|
D 40 2⁄5 | ||||||||
| 27814 |
CouchLoop EQ
Claim
CouchLoop EQ provides behavioral governance for LLMs. It monitors AI responses …
|
D 40 2⁄5 | ||||||||
| 27815 |
CreateOS MCP
Claim
Deploy, manage, and scale full-stack applications directly from your AI assista…
|
D 40 2⁄5 | ||||||||
| 27816 |
Spotify
Claim
Spotify Web API. Browse music, manage playlists, control playback, and explore …
|
D 40 2⁄5 | ||||||||
| 27817 |
Tenant Launchpad
Claim
Create and launch new tenants with admin setup and starter templates. Authentic…
|
D 40 2⁄5 | ||||||||
| 27818 |
Koumoul opendata
Claim
Access to Koumoul platform datasets - diverse French open data
|
D 40 2⁄5 | ||||||||
| 27819 |
Core
Claim
Provides essential system utilities and file management capabilities. Streamlin…
|
D 40 2⁄5 | ||||||||
| 27820 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 27821 |
sg-cpf-calculator-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 27822 |
Global Chat MCP Server
Claim
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
|
D 40 2⁄5 | ||||||||
| 27823 |
Look up Gulf Arabic words with pronunciation, example sentences, and cultural c…
|
D 40 2⁄5 | ||||||||
| 27824 |
Technical Analysis
Claim
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
|
D 40 2⁄5 | ||||||||
| 27825 |
Create, schedule, and analyze content to grow your professional presence. Gener…
|
D 40 2⁄5 | ||||||||
| 27826 |
projects-emmanuel
Claim
|
D 40 2⁄5 | ||||||||
| 27827 |
AgentSIM
Claim
Real SIM-backed phone numbers for AI agents. Provision a real mobile number, ca…
|
D 40 2⁄5 | ||||||||
| 27828 |
atv
Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
|
D 40 2⁄5 | ||||||||
| 27829 |
mcp-veo
Claim
|
D 40 2⁄5 | ||||||||
| 27830 |
MCP server for Google Drive API v3 : search, read, create, share, and manage fi…
|
D 40 2⁄5 | ||||||||
| 27831 |
esrp-oss-mcp-test
Claim
The ESRP OSS MCP server exposes tools to discover & validate trusted Microsoft …
|
D 40 2⁄5 | ||||||||
| 27832 |
AgentDilemma
Claim
Two actions. Instant signal on both.
**Vote on open dilemmas.** Read another a…
|
D 40 2⁄5 | ||||||||
| 27833 |
toolpipe-mcp-server
Claim
89 developer tools via MCP: JSON, QR, hash, UUID, DNS, regex, JWT, SQL, XML, YA…
|
D 40 2⁄5 | ||||||||
| 27834 |
Web Auditor
Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
|
D 40 2⁄5 | ||||||||
| 27835 |
BopMarketplace
Claim
BopMarket MCP server gives AI agents full marketplace access: search products a…
|
D 40 2⁄5 | ||||||||
| 27836 |
MCP server for OpenMM — exposes market data, account, trading, and strategy too…
|
D 40 2⁄5 | ||||||||
| 27837 |
Hotel and room intelligence from Roomza: scores, reviews, and room details.
|
D 40 2⁄4 | ||||||||
| 27838 |
lux
Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
|
D 40 2⁄5 | ||||||||
| 27839 |
assetjay
Claim
Track company equipment, attach receipts, and know who has what. Built for smal…
|
D 40 2⁄5 | ||||||||
| 27840 |
docapi-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 27841 |
legal-docs
Claim
|
D 40 2⁄5 | ||||||||
| 27842 |
mcp-test
Claim
Track real-time crypto prices, market caps, and trends across any asset. Analyz…
|
D 40 2⁄5 | ||||||||
| 27843 |
GetWinnyMCP
Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
|
D 40 2⁄5 | ||||||||
| 27844 |
neo-x402-mcp
Claim
8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto…
|
D 40 2⁄5 | ||||||||
| 27845 |
Access comprehensive market intelligence across stocks, crypto, macro, and fixe…
|
D 40 2⁄5 | ||||||||
| 27846 |
|
D 40 2⁄5 | ||||||||
| 27847 |
AI-powered product search, affiliate links, and price negotiation for e-commerc…
|
D 40 2⁄5 | ||||||||
| 27848 |
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
|
D 40 2⁄5 | ||||||||
| 27849 |
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
|
D 40 2⁄5 | ||||||||
| 27850 |
cogmemai
Claim
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on…
|
D 40 2⁄5 | ||||||||