MCP Server Quality Scores

Independent quality analysis of 64872 public MCP servers

64872
Discovered
30796
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28151
promptsterhq
Promptster Claim
Test and compare prompts across any AI provider. Bring your own keys.
D 45 24 10 81
28152
clipi
### URL Shortener & Link Safety Scanner - MCP Server The complete **URL manage…
D 45 24 10 81
28153
tapdata
A Model Context Protocol server that enables Large Language Models to access an…
D 44 34 33 15 81
28154
duong0411
An MCP server for YouTube automation using Playwright and Gemini AI agent. Enab…
D 44 34 27 25 81
28155
Fetch any Russian website or API via a Russian IP — flagship tool fetch_ru. Pay…
D 43 35 0 63 67
28156
ErosAO
A file management system powered by Claude AI that provides document access and…
D 43 34 30 13 81
28157
GaryRogers
Provides AI assistants with accurate current date and day of week information t…
D 43 34 30 16 81
28158
leeguooooo
A Model Context Protocol service for comprehensive email management that suppor…
D 42 34 30 12 81
28159
Meelion-com
Meelion MCP Claim
Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA r…
D 42 45 48 0 36 81
28160
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
D 41 45 48 0 32 81
28161
ObligationSign
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
D 41 45 54 0 23 81
28162
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
28163
savordish
SAVORDISH Claim
AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Ins…
D 41 35 10 33 81
28164
vietnama10
Enables AI-powered document analysis and querying for project documentation usi…
D 41 34 26 13 81
28165
hanshuebner
symbolics-mcp Claim 1
An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Gen…
D 41 34 21 21 81
28166
wistia
Wistia API Claim
Manage Wistia videos, channels, folders, captions, customizations, and analytic…
D 40 25 0 81
28167
zoro
wealth Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
D 40 25 0 81
28168
labelhead
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
D 40 25 0 81
28169
glazyr
Glazyr Viz Claim
Glazyr Viz bypasses fragile DOM scraping and Cloudflare blocks by feeding raw C…
D 40 25 0 81
28170
norman
Norman Claim
Manage business finances by tracking transactions, clients, and categories. Str…
D 40 25 0 81
28171
florian
Weavely is an AI-native form builder. This MCP server exposes 13 tools that cov…
D 40 25 0 81
28172
ahmadsl
Kachink Claim
Personal finance tracker — log transactions, view summaries, and browse a dashb…
D 40 25 0 81
28173
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
D 40 25 0 81
28174
artvepa80
HefestoAI Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
D 40 25 0 81
28175
enji
Search Enji’s blog, Q&A, and help center to find grounded, source-backed answer…
D 40 25 0 81
28176
guillaumecruz
Domain Intel Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
D 40 25 0 81
28177
aggKartik
Notion Claim
Search your Notion workspace to quickly find pages, databases, and people. Retr…
D 40 25 0 81
28178
alcheon
Alcheon Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
D 40 25 0 81
28179
apix420
apix420mcp1 Claim
Get real-time crypto prices, gas fees, DeFi yields, NFT stats, and ENS lookups.…
D 40 25 0 81
28180
falazuki
Calculadoras financeiras e dados econômicos do Brasil. 25 tools para cálculos d…
D 40 25 0 81
28181
smartbot-ai
Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
D 40 25 0 81
28182
santiago.blanco.vilchez
Create new tenants and seed or update their document templates. Sign in securel…
D 40 25 0 81
28183
joincloud
Join.Cloud Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they mess…
D 40 25 0 81
28184
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
28185 D 40 25 0 81
28186
apteka-health
apteka-cis Claim
CIS pharmacy aggregator — search medicines, compare prices, and find pharmacies…
D 40 25 0 81
28187
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 25 0 81
28188
guillermo-ap5g
buda-mcp Claim
Real-time market data from Buda.com — prices, order books, trades, and volume f…
D 40 25 0 81
28189
omnivibes
Applify Claim
Builds Streamlit apps from natural language requests. Describe what you need — …
D 40 25 0 81
28190
qflagg212-i66d
Teres Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
D 40 25 0 81
28191
intake-triage
Classifier Claim
Classify raw text into structured triage objects with intent, urgency, category…
D 40 25 0 81
28192
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
28193
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
28194
exa-labs
Find open-source libraries and fetch contextual code snippets by version to acc…
D 40 25 0 81
28195
ksruthi1992
vsftest Claim
D 40 25 0 81
28196
componecat Claim
A hierarchical registry of your systems, services, and libraries.
D 40 25 0 81
28197
maxbeech
Connect Instagram to your workflows. Access account and media data, and streaml…
D 40 25 0 81
28198
openclaw-ai
Timestamp Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
D 40 25 0 81
28199
global-database
Access comprehensive company data including financial records, ownership struct…
D 40 25 0 81
28200
supernova
Core Claim
Provides essential system utilities and file management capabilities. Streamlin…
D 40 25 0 81
Showing 28151–28200 of 64872 servers
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