MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13001
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
13002
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 55 58 31 27 81 93
13003
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
13004
ekdh600
A TypeScript server that fully implements the Model Context Protocol (MCP) stan…
C 59 54 78 48 N/A 29 80 48
13005
Lumos-Labs-HQ
Enables intelligent navigation and extraction of documentation from websites, a…
C 59 55 56 33 26 82 97
13006
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 55 60 32 22 81 93
13007
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13008
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13009
jessicarod7
A simple MCP server that retrieves and displays status information and incident…
C 59 54 52 22 N/A 21 95 100
13010
AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sess…
C 59 55 72 0 N/A 70 69 94
13011
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
13012
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
13013
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
13014
stucchi
Trello MCP Server Claim 2
An MCP server for the Trello REST API that enables managing boards, lists, card…
C 59 55 53 82 27 75 46
13015
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
13016
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 54 54 40 N/A 21 92 81
13017
wfyi-joy
Enables reading and extracting text content from PDF files, supporting both loc…
C 59 55 54 31 24 81 100
13018
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
13019
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
13020
Financier-Nuri
MiniMax MCP Server Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 55 84 0 27 81 98
13021
yamanoku-playground
A Cloudflare Workers-based server for deploying Model Context Protocol tools wi…
C 59 55 48 45 26 82 93
13022
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
13023
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
13024
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
13025
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13026
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
13027
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
13028
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
13029
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
13030
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
13031
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
13032
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
13033
rockmelodies
PocGenius Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 55 66 31 39 81 74
13034
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
13035
TakanariShimbo
DateTime MCP Server Claim 1
A Model Context Protocol server that provides tools to get the current date and…
C 59 55 45 87 26 81 47
13036
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
13037
iceener
Enables management of Google Calendar events across multiple calendars with nat…
C 59 66 96 46 0 35 82 91
13038
LebedAlIv2601
Provides weather forecast data for any location using the Open-Meteo API, retur…
C 59 66 84 68 0 27 81 89
13039
jeffrade
Demo MCP Server Claim
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
C 59 54 48 30 N/A 24 95 97
13040
ISimon3
MCP server that enables human-in-the-loop workflow in AI-assisted development t…
C 59 54 48 55 N/A 20 95 68
13041
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
13042
bitscorp-mcp
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
C 59 55 60 42 N/A 23 81 80
13043
Omkar4141
Test MCP Server Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 55 62 31 30 80 86
13044
HyunjunJeon
All-Search MCP Server Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 55 63 43 24 81 78
13045
badger3000
OKX MCP Server Claim
Provides real-time and historical cryptocurrency price data from the OKX exchan…
C 59 66 78 61 0 30 82 99
13046
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
13047
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13048 C 59 54 42 37 N/A 24 95 93
13049
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
13050
divvi-xyz
Divvi MCP Server Claim
Enables AI assistants to automatically integrate Divvi referral tracking into J…
C 59 66 66 53 0 75 81 87
Showing 13001–13050 of 67226 servers
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