MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28793
Scored
2082
Verified
16957
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10501
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 55 66 38 49 80 92
10502
samson-art
transcriptor-mcp Claim 1
Transcriptor MCP is your choice when you need transcripts and metadata for AI, …
C 65 66 75 71 0 81 80 93
10503
datawhalechina
mcp-lite-dev Claim
共学《MCP极简开发》项目代码
C 65 54 60 43 N/A 30 95 90
10504
rsys-vtiwari
US NWS alerts by state and short-term (next 5 periods) point forecasts.
C 65 54 60 37 N/A 30 94 100
10505
juyitingmcp
聚义厅MCP Claim
An AI personality collaboration tool based on Model Context Protocol (MCP) that…
C 65 55 60 100 56 81 17
10506
grafana
Grafana UI MCP Server Claim
Provides AI assistants with comprehensive access to Grafana's React component l…
C 65 66 90 76 0 59 76 91
10507
PovedaAqui
Auto-Snap MCP Claim
A server that automates screenshot capture and document processing, allowing us…
C 65 54 60 33 N/A 41 95 96
10508
formulahendry
MCP Server for MCP Registry to discover and search for available MCP servers in…
C 65 54 47 61 N/A 33 92 91
10509
yesdevcn
YesDev MCP Server Claim
Automatically logs developer work hours and manages tasks, projects, requiremen…
C 65 55 68 100 25 81 35
10510
Tech-curator
Korean Patent MCP Claim
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
C 65 55 66 46 50 81 82
10511
codingthefuturewithai
Screenshot MCP Server Claim 2
Enables AI tools to capture and process screenshots of a user's screen, allowin…
C 65 54 78 30 N/A 16 92 100
10512
pgagarinov
Allows users to search and browse torrents on rutracker.org, retrieving detaile…
C 65 54 76 30 N/A 27 90 94
10513
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 55 70 31 53 82 91
10514
maybeswapnil
A production-ready Model Context Protocol server that integrates with ServiceNo…
C 65 55 76 41 29 80 91
10515
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10516
agent-network-protocol
Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Pro…
C 65 64 90 70 0 58 95 73
10517
shbaek2474
A starter template designed to jumpstart the development of Model Context Proto…
C 65 54 66 63 N/A 27 95 63
10518
hanku4u
eBay MCP Server Claim
Enables AI assistants to search eBay listings, track item prices over time, and…
C 65 55 72 31 45 82 94
10519
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10520
BACH-AI-Tools
Zoopla MCP Server Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 55 56 100 45 81 35
10521
chirpon9
Provides access to comprehensive Riot Games API documentation for League of Leg…
C 65 55 62 52 26 81 100
10522
moma1992
Enables access to Yaizu City's open data and smart city APIs through Claude Des…
C 65 55 84 43 26 80 80
10523
geowa4
Enables AI agents to search through OpenShift service notification logs using s…
C 65 55 76 30 45 80 94
10524
KevoDB
KevoDB MCP Server Claim
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
C 65 55 66 37 40 81 99
10525
nykznykz
Example MCP Server Claim
A demonstration MCP server built with FastMCP v2.0 that provides basic mathemat…
C 65 55 60 51 30 81 98
10526
BACH-AI-Tools
Provides access to the Invoices Generator API to create professional, customiza…
C 65 55 56 100 45 80 35
10527
hwillGIT
OneNote MCP Server Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 55 75 38 21 81 100
10528
edkranz
Up Bank MCP Server Claim
An MCP wrapper for Up Bank's API that allows Claude and other MCP-enabled clien…
C 65 55 60 43 41 81 98
10529
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10530
mhalle
Datasette MCP Claim 1
A Model Context Protocol server that provides read-only access to Datasette ins…
C 65 55 65 51 24 82 94
10531
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10532
onepunchtechnology
tinify-ai Claim 1
MCP server for Tinify image optimization — one tool, max optimization
C 65 64 69 71 0 65 95 98
10533
aldrin-labs
Metal MCP Server Claim 1
Enables interaction with the Metal Framework by providing documentation search …
C 65 55 78 53 13 80 89
10534
browsercat
A Model Context Protocol server that provides browser automation capabilities u…
C 65 55 57 66 21 74 99
10535
Dakkshin
mcp-after-effects Claim 4
A Model Context Protocol (MCP) server for Adobe After Effects that enables AI a…
C 65 55 57 82 N/A 55 89 36
10536
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 55 80 40 32 82 84
10537
DavidSirota
rollin-mcp-server Claim
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
C 65 64 88 70 0 54 83 94
10538
Adarsh-Bhayani
MCP SQL Server Pro Claim
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
C 65 55 72 58 21 74 91
10539
ALIEX7664
An MCP server based on Puppeteer and Chrome DevTools Protocol for advanced brow…
C 65 54 63 26 N/A 72 95 74
10540
donovan-jasper
sl-mcp Claim 2
MCP server for Sapling (sl) version control
C 65 54 47 60 N/A 37 90 90
10541
dawnslab
jebmcp Claim
C 65 54 66 40 N/A 24 95 95
10542
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
10543
niahZheng
An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…
C 65 55 57 71 33 76 82
10544
limehawk
Dokploy MCP Server Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 55 48 58 39 82 99
10545
pinnaclesoft-ko
Provides access to Seoul public data including subway passenger statistics and …
C 65 55 78 66 38 78 54
10546
waynebaby
MCP Token Bridge Claim
Bridges MCP tool calls with OpenAI-compatible HTTP endpoints, allowing MCP clie…
C 65 55 72 61 25 81 74
10547
alexandertsai
A simple MCP server that allows Claude to access your Telegram account to read …
C 65 54 60 41 N/A 40 88 92
10548
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10549
riteshtk
Notion MCP Server Claim 1
Enables interaction with Notion workspaces through the Notion API, allowing use…
C 65 55 92 65 44 81 30
10550
ggerve
Provides tools for accessing coding style guidelines and best practices for var…
C 65 54 66 25 N/A 37 94 100
Showing 10501–10550 of 33641 servers
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