MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37701
3DUNLMTD
stylemcp Claim
Brand rules for AI outputs. Validate and rewrite text to match your brand voice.
N/A N/A 95
37702 N/A N/A 95
37703
SolvoHQ
openunfurl Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
37704
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
81
37705
Access Taiwan CWA weather data and forecasts for all counties and cities
N/A N/A 81
37706
averagedigital
An integration server that enables AI agents to securely interact with Bitrix24…
81
37707
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
N/A N/A 83
37708 N/A N/A 95
37709
kochetkov-ma
BrewPage MCP Claim
Publish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants.…
N/A N/A
37710
Dg09402
npx Claim
N/A N/A 95
37711
opendata-cat
Servidor [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) que c…
81
37712
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
37713
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
81
37714
kochava
## Kochava for Advertisers - Official MCP Server A comprehensive connector for…
81
37715
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
37716
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
37717
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
37718
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
37719
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
37720
Jonnyton
Workflow Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
37721
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
37722
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
N/A N/A 95
37723
jun7680
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
N/A N/A
37724
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
81
37725
antonybudianto
web-pixel3 Claim
N/A N/A 95
37726
clauxel
Playwright selector risk checks with healing suggestions and receipts.
37727
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
37728
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
37729
janmacher02-xl8y
Czech VAT compliance tools. Check unreliable VAT payers (nespolehlivý plátce DP…
81
37730
nera0875
ssh-mcp Claim
N/A N/A 95
37731
slidecraft-in
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
37732
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
N/A N/A
37733
cturkieh
French territorial intelligence MCP: cross-reference health, business & geo pub…
37734
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
37735
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
37736
dirkenglund
Enables natural language control of quantum photonics experiments through the q…
N/A N/A 95
37737
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
81
37738
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
37739
reejakdev
PredMCP Claim
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
37740
wheelhousedev
This TypeScript-based MCP server enables users to manage a simple notes system …
81
37741
BounceProtect
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
37742
wyre-technology
A Model Context Protocol server for ConnectWise Automate with decision tree arc…
37743
roamzy-io
mcp-server Claim
Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB b…
37744
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
37745
jennyyyyyy7528-cell
Weather Claim
Get timely U.S. weather alerts and precise local forecasts. Monitor severe cond…
N/A N/A 95
37746 N/A N/A 95
37747
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
37748
danteriva45-hub
Complete DeFi intelligence — Yield, Staking, Restaking, RWA, Perps, Gas Optimiz…
37749
softvoyagers
Faktuj MCP Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
N/A N/A 95
37750
danijeun
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generat…
Showing 37701–37750 of 41157 servers
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