MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12101
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
12102
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
12103
terryso
tv-recommender-mcp-server
C 62 55 54 33 56 83 89
12104
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
12105
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
12106
JesusDavidQuarksoft
An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-d…
C 62 55 63 33 50 76 87
12107
showtimez
A Cloudflare Workers-based remote Model Context Protocol server that operates w…
C 62 55 48 66 26 84 82
12108
shubhechhadey
Provides real-time weather alerts for US states using the National Weather Serv…
C 62 55 60 40 21 83 100
12109
lokallost
Enables querying threat intelligence data about files, URLs, IPs, and domains f…
C 62 55 60 32 37 81 97
12110
deploya-labs
Email sending MCP Claim 2
An MCP server that allows Claude Desktop or Cursor to send emails directly usin…
C 62 55 47 66 21 78 93
12111
Lynxe-public
Bing CN MCP Enhanced Claim 2
An MCP server optimized for Chinese users that enables AI models to perform Bin…
C 62 55 59 82 56 76 30
12112
openfused
openfuse-mcp Claim
Encrypted mail, shared memory, and persistent context for AI agents.
C 62 55 72 0 N/A 67 81 100
12113
PJ-TST-238819
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 62 55 56 58 10 81 95
12114
homello
Homello MCP Claim
Provides access to Homello platform product documentation and configuration met…
C 62 55 64 30 45 82 91
12115
nilay320
Enables web search capabilities through the Tavily API. Allows users to search …
C 62 55 54 53 23 81 93
12116
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12117
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
12118
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 54 66 33 N/A 19 95 88
12119
cdugo
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
C 62 55 70 82 44 81 21
12120
cryptonahue
Enables interaction with Anytype objects through the Anytype API, including cre…
C 62 64 78 68 0 44 95 86
12121
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 54 62 22 N/A 50 87 94
12122
bmbouter
mcp-dropbox-sign Claim 2
MCP server for the Dropbox Sign API supporting signature requests, templates, t…
C 62 55 51 37 46 82 97
12123
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
12124
r0x0d
linux-mcp-server Claim 2
MCP server for read-only Linux system administration, diagnostics, and troubles…
C 62 64 65 66 0 74 81 95
12125
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
12126
Tsuchijo
MATLAB MCP Server Claim 1
Allows interaction with MATLAB by creating and executing scripts and functions …
C 62 54 66 33 N/A 21 88 93
12127
nathanielnoyd
Metro MCP Claim
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
C 62 66 78 72 0 39 80 100
12128
CesarPetrescu
Codex LSP Bridge Claim
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
C 62 54 60 27 N/A 43 90 89
12129
martingeidobler
android-mcp-server Claim
21-tool Android device control via ADB — screenshots with compression, UI tree …
C 62 54 72 0 N/A 66 82 97
12130
vibase-ai
vibase Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
C 62 55 88 63 41 82 19
12131
Dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically class…
C 62 54 54 36 N/A 22 95 99
12132
BQ31X
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 60 42 24 81 96
12133
Sinan-Abbas07
A Model Context Protocol server that delivers jokes on demand, allowing users t…
C 62 55 33 55 46 82 100
12134
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 54 45 56 N/A 24 90 88
12135
hakeemrabiuDFW
Enables AI assistants to query and manage QuickBooks Online data through natura…
C 62 66 72 72 0 48 81 100
12136
JooseokKim-DL
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
C 62 54 72 53 N/A 27 90 57
12137
DaBaiGoose
Enables AI assistants to send WeChat messages and take screenshots through ADB …
C 62 54 66 25 N/A 40 95 83
12138
mhzarem
OneNote MCP Server Claim
Enables Claude to read and write to local Microsoft OneNote notebooks by parsin…
C 62 54 60 30 N/A 29 87 100
12139
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
12140
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 54 54 35 N/A 41 95 82
12141
esakrissa
A customized MCP server that enables integration between LLM applications and d…
C 62 55 72 33 28 80 90
12142
Red5d
Memos MCP Server Claim
Enables AI assistants to interact with Memos instances for knowledge management…
C 62 55 62 36 39 81 89
12143
OWSSamples
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 62 55 48 70 24 81 79
12144
aninibread
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 62 55 48 70 24 81 81
12145
JubinSaniei
MCP SQL Server Claim 1
A Model Context Protocol server that allows Large Language Models like Claude t…
C 62 55 45 61 23 81 93
12146
w4yn3sh33n
Provides multilingual greetings in English, Korean, and Japanese, and generates…
C 62 55 66 70 26 81 52
12147
cyproxio
MCP for Security: A collection of Model Context Protocol servers for popular se…
C 62 54 74 0 N/A 58 95 88
12148
automateyournetwork
pyATS_MCP Claim
Cisco pyATS server enabling structured, model-driven interaction with network d…
C 62 54 58 38 N/A 29 87 94
12149
nananaman
DuckDB-RAG-MCP-Sample Claim 1
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
C 62 55 39 56 39 81 96
12150
laoyouf
weather-mcp-server Claim
C 62 54 54 31 N/A 39 94 90
Showing 12101–12150 of 66495 servers
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