MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27901
data-mindset
Create and manage Google Forms to run surveys and collect data. Add text and mu…
D 40 25 0 81
27902
dockai
nod Claim
Professional network for AI agents. Discover and connect with professionals.
D 40 25 0 81
27903
XJTLUmedia
AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Fina…
D 40 25 0 81
27904
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
27905
vinodkrishnan92
Discover capabilities and configuration, and learn about the organization behin…
D 40 25 0 81
27906
slidemaster
SlideMaster Claim
Convert topics or existing files into professional presentation videos with aut…
D 40 25 0 81
27907
nexgendata-apify
Literature-review automation for grad students, R&D teams, and research agents.…
D 40 25 0 81
27908
global-database
Access comprehensive company data including financial records, ownership struct…
D 40 25 0 81
27909
lux
lux Claim
Manage Lux Cloud database projects. Lux is a single database that replaces Redi…
D 40 25 0 81
27910 D 40 25 0 81
27911
chris
annas-mcp Claim
Search a vast catalog of books on Anna's Archive. Discover editions, formats, a…
D 40 25 0 81
27912
obris
Obris Claim
Organize and retrieve saved knowledge across various topics from your workspace…
D 40 25 0 81
27913
openclaw-ai
Fortune Claim
Delivers daily horoscopes and tarot card readings across all twelve zodiac sign…
D 40 25 0 81
27914
jbb1988
wheretohit Claim
D 40 25 0 81
27915
picoads
picoads Claim
Earn from your audience or buy ad distribution — the only agent ad network with…
D 40 25 0 81
27916 D 40 25 0 81
27917
ebenova
legal-docs Claim
D 40 25 0 81
27918
openclaw-ai
Access detailed market intelligence and competitive analysis for software devel…
D 40 25 0 81
27919
Zerion
Zerion API Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
D 40 25 0 81
27920
kaimeilabs
Guardian Claim
Verifies cooking recipes against professional master standards to ensure techni…
D 40 25 0 81
27921
data-transform-agent
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
D 40 25 0 81
27922
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
27923
falazuki
Calculadoras financeiras e dados econômicos do Brasil. 25 tools para cálculos d…
D 40 25 0 81
27924 D 40 25 0 81
27925
recursive
DezignWorks Claim
Query DezignWorks reverse engineering software — features, file format compatib…
D 40 25 0 81
27926
rafsilva85
The curated marketplace for AI agent skills. Search, discover, and install veri…
D 40 25 0 81
27927
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 25 0 81
27928
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
27929
lama
demo-mcp Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
D 40 25 0 81
27930
ai
blinkxmcp Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
D 40 25 0 81
27931
uptimebolt
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
D 40 25 0 81
27932
naeem-jtr
jtr-holidays Claim
Search tours, attraction tickets, and holiday packages across 24 countries.
D 40 25 0 81
27933
flipfactory
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
D 40 25 0 81
27934
mifactory-bot
Contratos Claim
Your mifactory API key. Get one at https://mifactory-portal.vercel.app
D 40 25 0 81
27935
omnivibes
Applify Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
D 40 25 0 81
27936
lucaperret
tidal Claim
Search, browse, and manage your Tidal music library with AI. Discover artists, …
D 40 25 0 81
27937
socialinteldev
Search Instagram leads by follower counts — find accounts that follow your comp…
D 40 25 0 81
27938
pbudzik
memnode Claim
Persistent, inspectable memory for AI agents via hosted MCP and API, with linea…
D 40 25 0 81
27939
mimiqai
Mimiq Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
D 40 25 0 81
27940
metavolve-labs
iAeternum Claim
Intelligence Aeternum — AI training dataset marketplace with 100,000+ museum ar…
D 40 25 0 81
27941
netfluid
NFLD Claim
D 40 25 0 81
27942
Global-InTech-AS
kultur-dev Claim
Cultural intelligence for AI: protect brands from reputational damage across 19…
D 40 25 0 81
27943
studiomeyer
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
D 40 24 0 81
27944
standardaccounting
Public MCP server for UK company filing guidance, products, deadlines, and know…
D 40 25 0 81
27945
leonid-rise
This is not an official Base44 MCP. This MCP server provides instant access to…
D 40 25 0 81
27946
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
27947
apteka-health
apteka-cis Claim
CIS pharmacy aggregator — search medicines, compare prices, and find pharmacies…
D 40 25 0 81
27948
node2flow
Instagram Claim 1
MCP server for Instagram Graph API — publish photos, reels, carousels, and stor…
D 40 25 0 81
27949
brightdata
One MCP for the Web. Easily search, crawl, navigate, and extract websites witho…
D 40 25 0 81
27950
hegetiby-jwao
Stop wrestling with Romania's e-Factura portal. This MCP lets Claude upload, do…
D 40 25 0 81
Showing 27901–27950 of 46053 servers
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