MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
ronniemh
Phrases MCP Server Claim
An elegant MCP server that lets users manage inspirational phrases directly thr…
C 65 55 60 60 19 81 99
10302
Diegoval-Dev
A minimal Model Context Protocol server that provides basic utility tools inclu…
C 65 54 74 36 N/A 16 95 93
10303
Acendas
Enables management of Bitbucket Cloud pull requests through natural language, i…
C 65 55 60 46 52 80 88
10304
shbaek2474
A starter template designed to jumpstart the development of Model Context Proto…
C 65 54 66 63 N/A 27 95 63
10305
Sasuke-inu
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
C 65 55 72 35 40 81 93
10306
benzinamohamed
A structured tool that enables multiple AI agents to simulate reflective debate…
C 65 55 72 56 19 81 85
10307
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10308
martingaston
mcp-gmail Claim
Enables interaction with Gmail through the Gmail API to read unread messages, r…
C 65 54 56 47 N/A 27 95 96
10309
MuthuPalaniappan925
Integrates task management capabilities into Claude Desktop, enabling users to …
C 65 54 70 25 N/A 39 94 96
10310
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10311
mschneider82
openweather Claim
A simple MCP service that provides current weather and 5-day forecast using the…
C 65 55 62 43 45 86 89
10312
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10313
chirag127
Provides systematic thinking tools including mental models, design patterns, de…
C 65 55 78 82 31 81 34
10314
JacksCodeVault
Provides AI assistants with access to comprehensive Safaricom Daraja API docume…
C 65 55 72 41 43 81 86
10315
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10316
alexandru2882
Enables fetching visible text content and extracting all links from web pages t…
C 65 55 66 82 N/A 18 95 45
10317
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10318
petekmet
MCP Datastore Server Claim 2
An MCP server that enables interaction with Google Firestore in Datastore mode …
C 65 55 71 55 24 76 89
10319
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10320
AnCode666
AEMET-MCP Claim 1
An MCP server that allows retrieving meteorological and climate data from Spain…
C 65 55 51 41 65 80 97
10321
huoshuiai42
An MCP server that provides PDF translation service
C 65 54 45 65 N/A 33 90 88
10322
sandraschi
Provides comprehensive monitoring and observability for MCP server ecosystems w…
C 65 55 60 62 26 81 87
10323
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10324
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10325
DanielBlomma
cortex Claim
Local repo context for coding assistants with semantic search and graph relatio…
C 65 54 72 28 N/A 43 90 87
10326
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10327
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
10328
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
10329
Quan3Xin
A Model Context Protocol service that enables agent authentication and integrat…
C 65 54 54 46 N/A 42 95 87
10330
crowdcent
Enables AI assistants to interact with CrowdCent's prediction challenges, allow…
C 65 55 62 41 40 80 99
10331
tcpipuk
MCP Server Claim 1
A server that enables AI assistants like Claude to safely run Python code and a…
C 65 55 90 32 43 82 72
10332
rickyb30
DataPilot MCP Server Claim 2
A Model Context Protocol server that enables natural language interaction with …
C 65 55 63 82 39 81 52
10333
frontalinilucas
saij-mcp Claim 1
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
C 65 55 66 35 48 83 93
10334
mordang7
ContextKeep Claim
Infinite Long-Term Memory for AI Agents (MCP Server)
C 65 55 72 31 N/A 40 80 99
10335
fablefang
Enables AI assistants to automatically log and manage conversation history with…
C 65 55 80 83 22 81 39
10336
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10337
emmanuelsystems
Notion MCP Server Claim 1
A Model Context Protocol server that connects AI assistants like Claude to Noti…
C 65 55 63 100 23 81 39
10338
voitta-ai
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
C 65 54 84 23 N/A 19 95 92
10339
hemangbhavasar
Enables LLMs to interact with Oracle Databases by providing specific table and …
C 65 55 84 28 41 71 98
10340
markswendsen-code
tacobell Claim 2
MCP server for Taco Bell - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 89 99
10341
JonoCX
Strava MCP Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 54 60 38 N/A 39 95 90
10342
shengshengshengbuxi
MySQL MCP Server Claim
Enables interaction with MySQL databases through the Model Context Protocol, al…
C 65 55 60 68 31 76 85
10343
MeterLong
Doc/docx-MCP Claim
A powerful Word document processing service based on FastMCP, enabling AI assis…
C 65 54 76 28 N/A 18 95 98
10344
abel9851
mcp-server-mariadb Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 54 61 27 N/A 58 90 91
10345
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 54 78 33 N/A 28 90 85
10346
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10347
jamiesonio
Provides a Model Context Protocol server implementation that allows AI agents a…
C 65 55 64 43 40 82 93
10348
klutometis
opencode-mcp Claim 2
An MCP server that enables discovery and interaction with multiple OpenCode ins…
C 65 55 51 62 27 82 98
10349
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10350
GBcui
Horoscope MCP Server Claim 1
A Model Context Protocol server that provides daily horoscope readings and fort…
C 65 55 39 61 49 82 100
Showing 10301–10350 of 57580 servers
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