MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41351
AsimRauf1997
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
N/A N/A 95
41352
wadew
Enables AI assistants to interact seamlessly with self-hosted GitLab instances,…
41353
musharna
▎ Provides 32 tools for plant-genomics locus lookup across 11 free public backe…
41354
Hookwarden
Webhook signature-verification audit. Stripe, GitHub, Shopify, Twilio +17. Loca…
N/A N/A
41355
zelentsov-dev
ClipSnap Claim
MCP server that gives Claude Code reliable access to clipboard images and scree…
N/A N/A
41356
safiyu
kontexta Claim
A local-first MCP server that gives AI coding agents persistent memory and cont…
N/A N/A
41357
alexeibespalov
trident Claim
Create and edit collaborative architecture diagrams with any AI assistant using…
41358
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
41359
retospect
An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local s…
N/A N/A
41360
ChenLiangChong
Long-term memory system for AI agents that accumulates domain expertise through…
N/A N/A
41361
Abhinavexists
MCP Claim
A command-line tool that provides access to US weather data through a client-se…
41362
Pranavvr
Enables AI assistants to access live GitHub repository data without cloning, su…
41363
suresms
SureSMS Claim
Send SMS, manage contacts and groups, and read delivery reports. OAuth 2.1 Sure…
41364 N/A N/A 95
41365 N/A N/A 95
41366
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
81
41367
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
41368 N/A N/A 95
41369 N/A N/A 95
41370
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
41371 N/A N/A 95
41372
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
81
41373
NeuZhou
MCPHub Claim
A unified gateway and dashboard that aggregates multiple MCP servers into a sin…
81
41374
workspace-mcp Claim 1
Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, F…
N/A N/A 81
41375
cmskunkworks
app-seo-ai Claim
N/A N/A 95
41376
kjazz888
kkkkkk Claim
N/A N/A 95
41377
GongRzhe
Google Calendar integration in Cursor IDE. This server enables AI assistants to…
N/A N/A 95
41378 N/A N/A 95
41379 N/A N/A 95
41380
marek
kjjjj Claim
N/A N/A 95
41381
nickthelegend
HTML to PDF Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
N/A N/A 95
41382 N/A N/A 95
41383 N/A N/A 95
41384
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
41385
laoyouf
tianqi Claim
N/A N/A 95
41386
NeilJo-GY
Provides global weather query services with features including real-time weathe…
N/A N/A 95
41387
xue20010808
threatnews1 Claim
N/A N/A 95
41388 81
41389
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
41390 N/A N/A 95
41391 N/A N/A 95
41392
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
41393
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
Showing 41351–41393 of 41393 servers
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