MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38051 N/A N/A 95
38052
prime-radiant-inc
streamlinear Claim
A lightweight MCP server that enables Claude to interact with Linear via a sing…
38053
alokverma18
mcp Claim
Provides MCP servers for GitHub API operations and SQL database queries, enabli…
38054
sydasif
Provides LLMs with real-time web search and content extraction capabilities, in…
38055
zv-louis
updsts Claim
Automatically update AWS credential files with temporary STS tokens and retriev…
N/A N/A
38056
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
38057
xodn348
ClawPay Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
N/A N/A
38058
Fistacho
MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
N/A N/A
38059
PierfrancescoLijoi
mcp-brain Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
N/A N/A
38060 N/A N/A 95
38061
smile7up
Enables personal financial management through AI assistants by providing tools …
81
38062
shouldnotappearcalm
a-share-mcp Claim
提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器,支持盘中即时更新及批量查询。
38063
tnicholson
Provides comprehensive access to NIST cybersecurity frameworks and controls, en…
N/A N/A
38064
PierrunoYT
Enables high-quality image generation with advanced text rendering and contextu…
81
38065
coreshub
Enables interaction with the CoreHub cloud platform to manage containers, EPFS …
38066
pipeworx-io
Permid Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
38067
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
38068
mikealkeal
OScribe Claim
Vision-based desktop automation MCP server that controls any application via sc…
N/A N/A
38069
weidafeng
StepFunMCP Claim
Integrates StepFun API to enable calling text, vision, image generation, and sp…
38070
ebenova
insights Claim
N/A N/A 95
38071
andreibesleaga
Enables AI assistants to interact with EV charging infrastructure through OCHP …
38072
Pizone-ai
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
38073
qirabot
@qirabot/mcp Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
38074
lwsinclair
Enables secure retrieval of credentials from 1Password vaults for use by AI age…
N/A N/A
38075
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
38076
Sefaria
Enables LLMs to access and search Jewish texts from the Sefaria library through…
38077
bendza
Jobless MCP Claim
Personalized job search inside Claude. Get ranked job matches based on your act…
38078
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
38079
ubidots
Enables MCP clients to interact with the Ubidots IoT platform for managing IoT …
N/A N/A
38080
pepedd864
Agent Sense Claim
Provides AI agents with environmental sensing capabilities including current ti…
N/A N/A 95
38081
monet88
mcp-chrome Claim
N/A N/A 95
38082
SeydinaBANE
Server MCP Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
38083
NannaOlympicBroadcast
Enables interaction with the WeKnora knowledge management API, including tenant…
38084
sandraschi
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
N/A N/A
38085
hanxuanliang
This server enables searching PubMed articles, fetching metadata, and downloadi…
38086
jameslai-sparkofy
MCP Internal Claim
A secure two-layer MCP integration system that connects local thin clients to a…
81
38087
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
38088
phang98
Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar int…
38089
TradersPost
Enables AI assistants to look up any Pine Script function, search TradingView d…
N/A N/A
38090
benlemasurier
fccdb Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
38091
jbarket
loom Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
N/A N/A
38092
fastmcp-me
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
N/A N/A
38093
TonybotNi
ZotLink Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
N/A N/A
38094
PierreJanineh
A server for analyzing technical debt across multiple programming languages, in…
N/A N/A
38095
CondorCommodore
iterm-mcp Claim
An MCP server that exposes iTerm2 tab control as native tools, designed for the…
N/A N/A
38096
IQAIcom
An MCP server for interacting with Telegram bots and channels using the Telegra…
38097
ruvnet
Dynamo MCP Claim
Exposes cookiecutter templates through MCP, enabling discovery, registration, m…
38098
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
38099
ZhaoXingPeng
DBJavaGenix Claim
Enables reverse engineering of database tables into Spring Boot projects with A…
38100
NoBanks
sendbird-mcp Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
Showing 38051–38100 of 43459 servers
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