MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13801
NaNMesh
nan-forget Claim
AI that remembers. Local-first cross-session, cross-project long-term memory fo…
C 56 55 62 0 N/A 58 69 97
13802
kukapay
crypto-portfolio-mcp Claim 1
An MCP server for tracking and managing cryptocurrency portfolio allocations.
C 56 55 45 22 39 77 99
13803
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13804
bengineer19
DigiKey MCP Server Claim 1
A Model Context Protocol server that provides search and product information to…
C 56 55 39 41 22 81 94
13805
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13806
a-kaibu
Provides access to developer roadmap content from roadmap.sh, allowing users to…
C 56 66 62 56 0 36 81 100
13807
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13808
Stauffacher
An example Model Context Protocol (MCP) server that provides basic mathematical…
C 56 54 48 16 N/A 27 94 97
13809
Miles0sage
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
C 56 55 70 0 28 81 98
13810
NANDI-Services
nandi-proxmox-mcp Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 55 56 0 N/A 66 70 99
13811
niyonabil
Blogger MCP Server Claim
An intermediary server that enables AI models to interact with Google's Blogger…
C 56 66 66 61 0 27 78 99
13812
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 64 63 36 0 62 87 99
13813
sboludaf
A Model Context Protocol server that enables programmatic querying of Azure res…
C 56 55 51 33 16 81 96
13814
LucasDelgado
A Model Context Protocol server that enables interaction with Chop's Setup syst…
C 56 55 33 60 23 81 80
13815
Shawyeok
mcp-dingding-bot Claim 1
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
C 56 66 57 65 0 48 81 92
13816
gcorroto
DBA MCP Server Claim
A multi-vendor database management tool that enables LLMs to query, migrate, an…
C 56 66 72 57 0 29 81 91
13817
botextractai
A Model Context Protocol server built with FastMCP that provides financial data…
C 56 55 39 32 28 80 100
13818
samvas-codes
dawshund_mcp Claim 1
An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…
C 56 55 55 32 16 80 92
13819
kkarra111
An MCP server that enables Microsoft Copilot Studio to fetch and deliver variou…
C 56 55 45 17 44 81 100
13820
rmasters
MCP-OpenAPI Claim 2
An MCP server that exposes HTTP methods defined in an OpenAPI specification as …
C 56 55 63 40 54 81 41
13821
purmemo-ai
purmemo Claim
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
C 56 66 96 10 0 68 80 90
13822
ChaosXu
PyMCP Sum Server Claim
A simple MCP server that provides integer addition functionality. Enables users…
C 56 55 48 25 23 81 100
13823
IndigoProtocol
indigo-mcp Claim
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
C 56 66 72 25 0 75 82 92
13824
flipcoin-fun
flipcoin Claim
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
C 56 55 76 0 N/A 35 71 96
13825
SSAFY-Seoul-Class-7
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
C 56 54 42 43 N/A 40 95 60
13826
jayden-chmod
warrant-mcp Claim 1
An MCP server that provides formal reasoning and argument validation tools for …
C 56 54 45 28 N/A 30 94 81
13827
jinyinghua
simple-search Claim
Simple Tavily Search MCP Server This is a simplified version of the Tavily se…
C 56 54 36 33 N/A 40 95 81
13828
ubie-oss
A server that enables document searching using Vertex AI with Gemini grounding,…
C 56 66 96 38 0 59 81 64
13829
gandandev
NEIS MCP Server Claim
Enables access to Korean school information through the National Education Info…
C 56 55 60 43 24 81 64
13830
BACH-AI-Tools
Enables comprehensive YouTube data access including video details, playlists, c…
C 56 55 50 60 45 76 43
13831
robertdcurrier
ERDDAP MCP Server Claim
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
C 56 66 86 42 0 24 82 98
13832
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13833
Dhenenjay
Enables MCP clients to access Google Earth Engine's satellite imagery and geosp…
C 56 64 94 0 0 56 95 95
13834
twelve2five
An MCP server that enables AI assistants to create and run Processing sketches …
C 56 54 33 26 N/A 39 95 94
13835
Charlesthebird
mymcpservercli Claim 1
A Model Context Protocol server framework featuring dynamic tool loading and au…
C 56 55 45 25 27 82 100
13836
ag2-mcp-servers
An MCP server for accessing college basketball statistics through the SportsDat…
C 56 55 45 42 21 80 91
13837
theailanguage
terminal_server Claim 1
MCP server that can execute terminal commands
C 56 55 43 25 N/A 31 81 100
13838
carsonlabs
Classify raw text into structured triage objects with intent, urgency, category…
C 56 55 72 0 27 81 95
13839
abhi-dhoriya
An MCP server that delivers random jokes from multiple sources including Chuck …
C 56 55 45 17 44 81 100
13840
pranavmanoj1
A Model Context Protocol server that enables natural language interaction with …
C 56 55 45 37 21 81 91
13841
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
13842
Alex2Yang97
yahoo-finance-mcp Claim
Enables retrieval of comprehensive financial data from Yahoo Finance, including…
C 56 64 76 26 0 49 95 92
13843
arjuntheprogrammer
Enables creating Google Calendar meeting invites with automated authentication …
C 56 55 62 22 21 81 86
13844
growley
Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime que…
C 56 66 72 72 0 27 81 78
13845
AI-Hub-Admin
Provides real-time stock price data from global markets, including the US, Chin…
C 56 55 54 27 24 81 89
13846
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
13847
Mandapati-SuryanarayanaRaju
MCP Deployment Claim
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
C 56 55 56 17 24 81 100
13848
teilorbarcelos
MCP Apps Server Claim 1
An MCP server template for building ChatGPT-compatible React widgets using the …
C 56 55 45 27 24 83 98
13849
reymerekar7
Beehiiv MCP Server Claim 1
A Model Context Protocol server that enables Large Language Models (like Claude…
C 56 55 39 37 23 82 100
13850
just-record
Provide a test implementation of an MCP server to validate and demonstrate MCP …
C 56 54 48 25 N/A 18 95 92
Showing 13801–13850 of 67226 servers
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