MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12051
JesusDavidQuarksoft
An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-d…
C 62 55 63 33 50 76 87
12052
jcdumlao14
Enables web page scraping via Jina reader API and searching FastMCP documentati…
C 62 55 50 50 27 81 100
12053
guangliangyang
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
C 62 54 66 33 N/A 19 95 88
12054
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
12055
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
12056
ericskiff
Provides real-time train schedule information and live predictions for all 18 s…
C 62 66 84 75 0 32 82 91
12057
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
12058
terryso
tv-recommender-mcp-server
C 62 55 54 33 56 83 89
12059
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
12060
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
12061
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
12062
sriram-mk1
A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…
C 62 54 54 60 N/A 21 95 73
12063
lborjigi
Enables AI assistants to manage BookStack documentation through natural languag…
C 62 55 72 35 21 81 94
12064
BACH-AI-Tools
Provides Chinese traditional calendar functions including BaZi calculation, sol…
C 62 55 56 31 47 82 97
12065
4R9UN
Enables AI-powered threat intelligence analysis of IPs, domains, URLs, and file…
C 62 55 68 31 49 81 79
12066
kakacoding1
Enables AI agents to programmatically control a live Excalidraw canvas through …
C 62 55 84 0 53 78 97
12067
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 54 62 22 N/A 50 87 94
12068
hokupod
Translates Japanese text into English using the Textra API service, enabling LL…
C 62 55 54 36 39 81 100
12069
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
12070
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
12071
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
12072
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
12073
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
12074
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
12075
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
12076
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
12077
Dhruvimahale08
Enables AI-powered employee data management in Excel files, automatically class…
C 62 54 54 36 N/A 22 95 99
12078
BQ31X
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 60 42 24 81 96
12079
Sinan-Abbas07
A Model Context Protocol server that delivers jokes on demand, allowing users t…
C 62 55 33 55 46 82 100
12080
jhlia0
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
C 62 54 45 56 N/A 24 90 88
12081
hakeemrabiuDFW
Enables AI assistants to query and manage QuickBooks Online data through natura…
C 62 66 72 72 0 48 81 100
12082
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
12083
DaBaiGoose
Enables AI assistants to send WeChat messages and take screenshots through ADB …
C 62 54 66 25 N/A 40 95 83
12084
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 67 21 81 84
12085
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
12086
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
12087
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
12088
roruizf
Enables AI assistants to interact with OpenStudio building energy models throug…
C 62 55 60 33 40 81 95
12089
bsmi021
A Model Context Protocol server that enables enhanced file system operations in…
C 62 55 57 82 48 82 34
12090
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
12091
smallwhitelz
Weather MCP Server Claim 1
An MCP server integrated with the QWeather API that provides real-time weather …
C 62 54 41 62 N/A 27 94 83
12092
minitim222
Enables Claude to directly access Google Drive files and analyze High Performan…
C 62 54 64 37 N/A 19 90 91
12093
syrusakbary
Enables searching and retrieving cupcake order records through natural language…
C 62 55 42 57 37 83 92
12094
dangvinh
MCP OCR Server Claim 1
High-performance OCR server using native Tesseract (C++) for text extraction fr…
C 62 54 39 27 N/A 69 92 94
12095
taiste
Harvest MCP Server Claim
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
C 62 55 56 36 51 81 89
12096
gonzalo123
Provides a suite of business tools for interacting with a SQLite sales database…
C 62 54 66 30 N/A 30 87 90
12097
martinsky999
MCP Git Server Claim 3
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 62 55 59 82 41 77 44
12098
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
12099
riza-io
riza-mcp Claim 2
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
C 62 55 53 62 13 81 93
12100
EloiBiesek
n8n-mcp Claim
C 62 66 96 43 0 69 77 92
Showing 12051–12100 of 66495 servers
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