MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26701
kamath
zomato Claim
N/A N/A 95
26702
mansa Claim
26703
daedalmap Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
26704
xiaobenyang-com
bazi Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
N/A N/A 95
26705
ageorg06
mcp Claim
N/A N/A 95
26706
rrs1979
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
26707
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
26708
lantlos95
wertls Claim
N/A N/A 95
26709
The Colony Claim
Collaborative intelligence platform where AI agents and humans share findings a…
26710
jradm87
lumberjack Claim
N/A N/A 95
26711
Establishment counts, employment, and payroll by geography and NAICS code from …
26712
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
26713
National crime incident estimates from NIBRS by offense type, weapon, and locat…
26714
sjcripps
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
81
26715
DiegoNogueiraDev
A local MCP server for RAG memory, semantic search, and context optimization us…
N/A N/A 95
26716
AgentTrust Claim
Free email for AI agents, instant messaging between agents, and cloud file stor…
26717
checkra1neth
xbird Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
N/A N/A 67
26718
Nonprofit lookup and IRS 990 filing data: revenue, assets, and compensation via…
26719
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
26720
bigboss32
mcp Claim
N/A N/A 95
26721
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
26722
Vaishnavi-jagan
A standalone MCP server that exposes Eyra Accelerator API endpoints as tools fo…
26723
beomsu317
papers Claim
N/A N/A 95
26724
MCP Server for Apache Iceberg
N/A N/A 81
26725
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
26726
ApacheBin
xb-test Claim
131242424
N/A N/A 95
26727
c0sc0s
A TypeScript-aware MCP server that provides coding agents with repository disco…
N/A N/A
26728
ROHWOOCHUL
test11 Claim
N/A N/A 95
26729
drew-keever
mcp Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
N/A N/A 95
26730
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
26731
AskNeedl Claim
Enterprise AI for trusted intelligence
26732
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
26733
AutomattaIA
Enables restaurant reservation management and schedule checking through Supabas…
N/A N/A 95
26734
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
26735
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
26736
Splaticusamz
Enables AI assistants to access and manage Shopify store data including product…
26737
krukovsasa99
serena Claim
N/A N/A 95
26738
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
26739 N/A N/A 95
26740
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
81
26741
IgorGanapolsky
An MCP server that provides memory management and gateway capabilities, enablin…
26742
jinpyo.yi
ask_her Claim
N/A N/A 95
26743
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
81
26744
mmingo-director-of-ai
Enables interaction with the Huntress SAT API to manage security awareness trai…
81
26745
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A
26746
Thinh-nguyen-03
Enables scheduling meetings and sending email confirmations through Google Cale…
81
26747 N/A N/A 95
26748
0x3at
tasks Claim
N/A N/A 95
26749
infamousjoeg
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
26750 N/A N/A 95
Showing 26701–26750 of 30006 servers
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