MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38951
candenizkocak
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
38952
hernaninverso
Validates EU electronic invoices (Peppol, XRechnung, FatturaPA, etc.) and expla…
38953
hendrikkieft
qb-mcp Claim 1
An MCP server that enables AI agents to interact with QuickBooks Online account…
81
38954
antoine-cherfane
Hello Claim
Greet anyone by name with friendly messages. Discover the origin story of 'Hell…
81
38955
medtekki
Witnessed Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
38956
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
38957
jsconiers
Enables querying alternative financial data including congressional trades, ins…
38958
hiro-777-sky
Enables AI assistants to access and analyze Fitbit health data (activity, sleep…
N/A N/A
38959
speedy133
Enables sending emails, drafting emails, and appending text to Google Docs via …
38960
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
38961
guhcostan
figmind Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
N/A N/A
38962
aneesh-a7
linkedin-mcp Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
38963
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
38964
wpm
epik-gh Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
N/A N/A
38965
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
N/A N/A
38966
MauricioIPastora
A simple MCP server that provides greeting tools and server information.
N/A N/A
38967
otnielba
Local-first MCP server for research on AI-assisted browsing of a user-owned pro…
N/A N/A
38968
magnusrodseth
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
38969
igun997
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
N/A N/A
38970
sundai-club
An MCP server that enables AI agents to engage in structured deep thinking and …
N/A N/A
38971
mcp Claim 1
ComplyMe.AI MCP server for legal & data protection risk analysis and audits.
N/A N/A 81
38972
NautilusOSS
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
N/A N/A
38973
CSOAI-ORG
document-comparison-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
38974
gitjohngit
A Cloudflare Workers-based remote MCP server without authentication, enabling c…
N/A N/A
38975
aws-samples
Provides tools for validating, listing, describing, and fetching Allotrope Simp…
N/A N/A
38976
koppe-pan
mcp-svg-marp Claim
An MCP server that converts SVG files into Marp presentations, with features li…
N/A N/A
38977
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
38978
InterviewReady
Enables fetching content from InterviewReady (blogs, resources, course material…
N/A N/A
38979
ctera
Enables AI-driven interaction with CTERA Portal APIs for file and folder manage…
38980
sbmilburn
nmap-mcp Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
N/A N/A
38981
oaslananka
kicad-studio Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
N/A N/A
38982
livemau5
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
N/A N/A
38983
antonmadto
kicad-mcp Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
N/A N/A
38984
pipeworx-io
Enables real-time access to US electricity generation, fuel mix, and demand dat…
38985
ghostsecurity
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
38986
Eshaan-Nair
Persistent memory for AI coding tools that captures conversations, builds a sea…
N/A N/A
38987
plcarmona
mcp-roam Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
N/A N/A
38988
pcmarts
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
N/A N/A
38989 N/A N/A 95
38990
lkathke
panda-mcp Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
N/A N/A
38991
Inque-Loic
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
N/A N/A
38992
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
38993
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
38994
AshutoshRaj97
Query any docs site via MCP. Submit a URL, ask questions, get cited answers.
38995
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
N/A N/A 95
38996
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
38997
ztxtxwd
Enables AI assistants to access and analyze content from the Chinese developer …
38998
xue20010808
tlocal Claim
N/A N/A 95
38999
Xenon-Flare
Enables AI assistants to manage social media accounts, upload media (videos and…
39000
ceo
youtube Claim
N/A N/A 95
Showing 38951–39000 of 67181 servers
« Prev 1 778 779 780 781 782 1344 Next »