MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23851
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
23852
fontfreezer
FontFreezer Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
F 30 35 10 0 81
23853
mifactory-bot
Mifactory Claim
Transform documents into machine-readable specifications optimized for automate…
F 30 35 10 0 81
23854
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
23855
found402
loop-gate Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
F 30 35 10 0 81
23856
jacob-cuthbertson
RiskScore Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
F 30 35 10 0 81
23857
Phantom
Access comprehensive developer resources for building on the Phantom wallet pla…
F 30 35 10 0 81
23858
versedb
versedb-mcp Claim
Comic book database — search comics, creators, characters, and manage your coll…
F 30 35 10 0 81
23859
asterpay
EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant. …
F 30 35 10 0 81
23860
azmartone67
The most comprehensive data center intelligence platform available via MCP. Sea…
F 30 35 10 0 81
23861
MaciejCoinAPI
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
F 30 35 10 0 81
23862
node2flow
Notion Claim 1
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
F 30 35 10 0 81
23863
learnnaga
ai-103 Claim
F 30 35 10 0 81
23864
makenotion
mcp Claim
Official Notion MCP server
F 30 35 10 0 81
23865
kongyo2
Search Zod v4 documentation and public references. Ask targeted questions about…
F 30 35 10 0 81
23866
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
23867
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 35 10 0 81
23868
node2flow
Telegram-bot Claim 1
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
F 30 35 10 0 81
23869
csgaglobal
COBOL Bridge Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
F 30 35 10 0 81
23870
agent-safe-email
A suite of MCP tools that scan every message, image, and video your AI agent ha…
F 30 35 10 0 81
23871
emmanuel
NWS Weather Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
F 30 35 10 0 81
23872
found402
Hosts agent-card.json files for businesses who can't serve them from their own …
F 30 35 10 0 81
23873
banksync
BankSync Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
F 30 35 10 0 81
23874
sentinelsignal
Verify Claim
Discover and evaluate technical resources by searching based on capabilities, s…
F 30 35 10 0 81
23875
antoinedelorme
Kweenkl Claim
Send instant push notifications directly to iOS devices to stay updated on impo…
F 30 35 10 0 81
23876
danubeai
Danube AI Claim
Unified platform for AI tool discovery, execution, and integration across APIs …
F 30 35 10 0 81
23877
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
23878
miroapp
Miro Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
F 30 35 10 0 81
23879
gobling
Zhouyi Claim
Access ancient wisdom and divination insights from the Book of Changes. Perform…
F 30 35 10 0 81
23880
putput-io
PutPut Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
F 30 35 10 0 81
23881
node2flow
Google Docs Claim 1
MCP server for Google Docs : create, read, edit, format, and manage documents t…
F 30 35 10 0 81
23882
websitepublisher
WebsitePublisher.ai — Build and publish websites through AI conversation Websit…
F 30 35 10 0 81
23883
kishvisamadd
vsf-club Claim
F 30 35 10 0 81
23884
TriloHQ
Trilo Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
F 30 35 10 0 81
23885
jhongjun1981
MemoryMCP Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
F 30 35 10 0 81
23886
Himalayas
Search remote jobs, post job listings, find remote candidates, check salary ben…
F 30 35 10 0 81
23887
jamesmorgs14
Give your AI agent a body. Post real-world tasks such as deliveries, photogra…
F 30 35 10 0 81
23888
emmanuel
Get real-time US weather alerts, forecasts, radar data, and aviation reports fr…
F 30 35 10 0 81
23889
shibui
## Server Description Screen 5,200 US stocks across 64 years of daily prices, …
F 30 35 10 0 81
23890
unmarkdown
Unmarkdown Claim
Convert markdown to beautifully formatted documents for Google Docs, Word, Slac…
F 30 35 10 0 81
23891
agntor
Agntor Claim
What agntor MCP provides: Agent discovery and certification Trust and payment r…
F 30 35 10 0 81
23892
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
23893
panchanga
The most complete and accurate Vedic astrology (Jyotish) MCP server. 16 special…
F 30 35 10 0 81
23894
captureai
capture Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
F 30 35 10 0 81
23895
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 35 10 0 81
23896
science
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
F 30 35 10 0 81
23897
cameronapak
Bible MCP Claim
Get Scripture from the Bible using Bible MCP. Thank you to AO Lab for the Fre…
F 30 35 10 0 81
23898 F 30 35 10 0 81
23899
emmanuel
weatherdemo Claim
Access authoritative U.S. weather alerts, forecasts, radar, and observations fr…
F 30 35 10 0 81
23900
dsersx
🚀 The Professional Dropshipping MCP Server for DSers Automation. Import produc…
F 30 35 10 0 81
Showing 23851–23900 of 30006 servers
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