MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16451
Miles0sage
Enables AI agents to interact with Twitter/X through Playwright browser automat…
F 25 54 64 0 N/A 45 87 98
16452
hetaoBackend
PyAutoGUI MCP Server Claim 1
Provides automated GUI testing and control capabilities through an MCP server t…
F 25 54 72 57 N/A 43 87 100
16453
Kirchlive
GetScreen MCP Server Claim 1 2
Enables capturing screenshots of all connected monitors with automatic JPEG com…
F 25 54 80 57 N/A 26 87 100
16454
Dradebo
DHIS2 MCP Server Claim 1 3
Enables comprehensive interaction with DHIS2 health information systems through…
F 25 55 92 65 41 78 35
16455
annamariakv
Mcp-ZepAi Server Claim 1 2
An MCP server that integrates the ZepAi module to provide long-term memory and …
F 25 55 65 71 26 80 96
16456
vertile-ai
Next.js MCP Server Claim 1
A utility tool that analyzes Next.js application routes and provides detailed i…
F 25 54 86 62 N/A 53 87 88
16457
nach-dakwale
Domain Checker Claim 1
Check domain name availability via RDAP. Single lookups, bulk checks (up to 50)…
F 25 66 72 37 0 45 82 100
16458
moria97
Douban MCP Server Claim 1 2
Enables interaction with Douban content including searching and reviewing books…
F 25 55 48 68 26 76 98
16459
ArkTechNWA
pfClaude Claim 1 3
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
F 25 55 90 100 56 80 87
16460
day50-dev
InfiniteMCP Claim 2
A meta-MCP server that acts as a universal gateway, allowing users to discover …
F 25 54 92 38 N/A 25 84 89
16461
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 55 41 73 18 76 81
16462
Defilan
Enables AI assistants to query website statistics from Plausible Analytics, pro…
F 25 55 76 63 73 82 92
16463
K-Summer
Provides comprehensive mathematical capabilities including basic arithmetic, ad…
F 25 55 68 38 48 84 78
16464
chasesaurabh
mcp-page-capture Claim 1
MCP server that captures webpage screenshots, with viewport or full-page option…
F 25 54 90 73 N/A 81 89 87
16465
donghao1393
mcp-dbutils Claim 1
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
F 25 55 90 33 79 80 76
16466
engineers-hub-ltd-in-house-project
Obsidian MCP Server Claim 2 3
Allows AI models to interact with Obsidian notes through the Local REST API, en…
F 25 54 84 75 N/A 43 87 100
16467
markswendsen-code
PetSmart MCP Server Claim 1 2
Enables AI assistants to search for pet products, manage shopping carts, and bo…
F 25 55 86 56 30 76 93
16468
akutishevsky
Monobank Claim 1 2
MCP server for Monobank API — currency rates, client info, and account statemen…
F 25 54 35 73 N/A 55 77 93
16469
snyk
agent-scan Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 54 90 36 N/A 81 80 95
16470
den-tanui
Kitty MCP Server Claim 1 2
A production-grade server for programmatically controlling kitty terminal insta…
F 25 54 86 40 N/A 51 90 92
16471
yosider
cosense-mcp-server Claim 1
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
F 25 55 74 68 57 80 98
16472
tamago-labs
Sui Butler Claim 1 2
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
F 25 55 51 71 29 77 98
16473
epicweb-dev
A workshop repository teaching advanced Model Context Protocol features for bui…
F 25 66 84 68 0 40 78 97
16474
skynet-base
Uber MCP Server Claim 1 2
Enables AI assistants to interact with the Uber API for ride management, includ…
F 25 66 90 77 0 42 80 93
16475
nickbaumann98
Release Notes MCP Server Claim 1 3
Generates comprehensive and formatted release notes from GitHub repositories, e…
F 25 55 90 73 17 76 93
16476
zenml-io
mcp-zenml Claim 2 3
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
F 25 64 79 43 0 79 77 96
16477
esignaturescom
mcp-server-esignatures Claim 1 2
Contract and template management for drafting, reviewing, and sending binding c…
F 25 55 90 55 47 80 39
16478
mumez
pharo-nc-mcp-server Claim 2
A local MCP server that enables users to evaluate Pharo Smalltalk expressions a…
F 25 55 66 82 N/A 45 87 96
16479
ratatatat1
PingCode MCP Server Claim 2 3
Enables AI assistants to query and manage PingCode project management data, inc…
F 25 54 72 66 N/A 27 90 91
16480
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16481
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16482
OhSeongRak
Enables Claude to search for available meeting rooms, check reservation status,…
F 25 54 72 61 N/A 19 89 48
16483
Koveh
Enables AI agents to interact with Jira Cloud through the REST API, supporting …
F 25 66 90 43 0 25 76 100
16484
Avik-creator
Google Calendar MCP Claim 1
Enables programmatic management of Google Calendar events through natural langu…
F 25 55 54 27 22 76 95
16485
cv-cat
Lark MCP Claim 2 3
A Model Context Protocol server that enables AI models to perform function call…
F 25 55 51 41 24 76 88
16486
huangjia2019
mcp-in-action Claim 2
极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!
F 25 54 72 40 N/A 20 88 92
16487
scorecard-ai
mcp Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 66 96 65 0 85 68 93
16488
standup-coder
A smart commute assistant that monitors travel routes via the Amap API and send…
F 25 55 72 36 53 76 79
16489
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16490
ttonogai
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
F 25 55 54 0 27 74 98
16491
hk4crprasad
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
F 25 55 54 25 26 74 93
16492
santiagosanmartinn
MCP SAPUI5 Server Claim 1
A specialized MCP server for SAPUI5 and Fiori development that enables code gen…
F 25 54 80 65 N/A 58 92 86
16493
dcostenco
Prism MCP Claim 1
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
F 25 55 100 0 N/A 52 68 93
16494
xiaobenyang-com
Text-Transformer Claim 2
MCP servers that provide multiple text conversion functions, including case con…
F 25 66 72 67 0 50 71 28
16495
uberr2000
A Laravel-based Model Context Protocol demonstration that enables users to mana…
F 25 55 84 60 24 82 88
16496
meshpop
radiomcp Claim 1
Internet radio streaming MCP server — search, play, and manage radio stations w…
F 25 54 86 36 N/A 72 84 99
16497
darkangelpraha
x.ai Grok MCP Server Claim 1
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
F 25 55 86 70 55 80 97
16498
Anirbandz
Chrome DevTools MCP Claim 1
Enables AI coding assistants to control and inspect a live Chrome browser for a…
F 25 54 72 25 N/A 71 90 97
16499
Mithgroth
FakeStore MCP Claim 1 3
A Model Context Protocol server that enables AI assistants to interact with a c…
F 25 66 81 60 97 26 80 100
16500
gotoolkits
wecombot Claim 1 3
An MCP server application that sends various types of messages to the WeCom gro…
F 25 55 69 58 55 76 96
Showing 16451–16500 of 50515 servers
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