MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7601
RMRanjit
Provides persistent memory for Claude by implementing a local knowledge graph t…
B 70 54 78 51 N/A 18 95 95
7602
starzzzzzzzzzzzzzz
MCP Tools Claim
An MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Se…
B 70 55 84 63 20 81 88
7603
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7604
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7605
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7606
Kenan7
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
B 70 55 72 68 29 78 95
7607
hetpatel-11
Supermemory MCP Claim 1
An MCP server that enables users to visualize Supermemory document data as an i…
B 70 55 51 75 48 80 94
7608
drapon
A toolkit for managing Claude desktop app extension configurations, enabling fe…
B 70 55 72 76 42 80 73
7609
aleksvin8888
Provides AI assistants with direct access to self-hosted Docmost documentation …
B 70 55 78 47 40 82 100
7610
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7611
BoosClues
A starter template for building custom MCP servers that can integrate with Clau…
B 70 55 60 100 N/A 26 95 55
7612
mostapow
MCP4DRL Claim
Exposes a trained Deep Q-Network agent for business process resource allocation…
B 70 54 78 47 N/A 25 92 100
7613
radup
MCP Sigmund Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
B 70 55 66 67 47 81 87
7614
leilaabdel
salesforce-mcp Claim
Salesforce MCP Server
B 70 55 86 52 25 78 95
7615
ampcome-mcps
Notion MCP Server Claim
Connects AI assistants to Notion workspaces, allowing users to search, create, …
B 70 55 72 68 21 82 93
7616
pronet-systems
TANSS MCP Server Claim
Enables AI assistants to interact with the TANSS ticket management system throu…
B 70 55 92 57 24 81 80
7617
Meerkats-Ai
Prospeo MCP Server Claim 1
A Model Context Protocol server that integrates with Prospeo API to find work e…
B 70 55 69 71 20 80 99
7618
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7619
CodeDreamer06
MonkeyType MCP Server Claim 2
A Model Context Protocol server that enables LLMs to interact with all MonkeyTy…
B 70 55 69 100 48 80 39
7620
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7621
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7622
ymeng98
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
B 70 55 90 56 20 81 90
7623
CursorTouch
Android-MCP Claim
MCP Server for interacting with Android Devices.
B 70 54 68 33 N/A 58 95 99
7624
CORDEA
Provides access to Japanese statistical standard area codes (標準地域コード) from offi…
B 70 55 66 82 44 81 71
7625
malvernbright
MCP Odoo Server Claim 1
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
B 70 55 78 62 29 76 95
7626
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7627
bendichter
Enables complex queries over data on the DANDI Archive and provides a system fo…
B 70 54 78 61 N/A 21 87 88
7628
zhangzhongnan928
A versatile Model Context Protocol server that enables AI assistants to manage …
B 70 55 90 47 20 80 98
7629
Jktfe
serveMyAPI Claim
A personal MCP (Model Context Protocol) server for securely storing and accessi…
B 70 54 60 60 N/A 34 89 100
7630
docxmxm
Enables academic research through Google Scholar by searching for papers, findi…
B 70 55 84 53 34 82 89
7631
rdwj
A production-ready MCP server template that enables developers to quickly build…
B 70 55 84 51 38 80 89
7632
kishimoto-banana
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
B 70 55 72 63 40 81 87
7633
2389-research
Provides social media functionality for AI agents, enabling them to login with …
B 70 55 84 46 38 81 95
7634
bhaveshrmahajan
MySQL MCP Server Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 55 72 51 51 74 100
7635
sidlendhe
TickTick MD MCP Claim
Enables AI integration with TickTick to manage tasks, projects, and tags throug…
B 70 55 78 41 50 80 100
7636
dino65-dev
Provides real-time financial data from Yahoo Finance to Large Language Models t…
B 70 55 72 58 36 81 99
7637
leo-ye0
A comprehensive financial data analysis server providing Yahoo Finance data for…
B 70 54 60 62 N/A 29 95 95
7638
unosend
Unosend MCP Server Claim 1
Enables AI assistants to send emails and SMS messages through the Unosend API. …
B 70 55 90 46 27 80 95
7639
lastkimi
XHS-MCP Claim 1
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
B 70 54 72 46 N/A 45 90 93
7640
Nano-Nimbus
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
B 70 54 60 42 N/A 71 90 93
7641
i-am-bee
acp-mcp Claim 1
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
B 70 54 45 70 N/A 70 92 81
7642
xiaobenyang-com
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
B 70 54 72 67 N/A 45 95 64
7643
Ankluna72
Provides advanced mathematical utilities including basic arithmetic, statistica…
B 70 55 72 55 43 83 92
7644
Iceeeeec
MCP MySQL Server Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 55 78 58 39 81 86
7645
nvms
tui-mcp Claim
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
B 70 54 66 56 N/A 37 90 96
7646
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7647
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7648
asaficontact
Time MCP Server Claim
Provides current time information and timezone conversion capabilities using IA…
B 70 55 78 100 29 81 43
7649
lowcodelocky2
Xano MCP Server Claim 1
Enables AI assistants to manage Xano databases through the Model Context Protoc…
B 70 55 72 75 20 71 98
7650
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
Showing 7601–7650 of 58295 servers
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