MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6001
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6002
cyntrisec
cyntrisec-cli Claim 1
Local-first AWS security analyzer that discovers attack paths and generates rem…
B 72 54 72 40 N/A 85 80 90
6003
IA-Programming
YouTube MCP Server Claim 1
A Model Context Protocol server that enables searching YouTube videos, retrievi…
B 72 55 85 55 42 71 99
6004
meharajM
agent-loop-mcp Claim
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
B 72 54 72 58 N/A 37 92 95
6005
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
6006
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6007
jay-arora31
IPL MCP Server Claim
Provides natural language access to IPL cricket match data, allowing users to q…
B 72 54 84 51 N/A 21 95 94
6008
ZachFlint
ssh-mcp-server Claim
Enables AI assistants to securely execute remote SSH commands, perform file tra…
B 72 55 66 72 47 76 94
6009
marlenezw
publish-mcp-server Claim 1
An MCP server that helps developers publish their MCP servers to the registry
B 72 55 41 87 N/A 49 95 88
6010
AporiaLabs
An MCP server providing access to Telos, a philosophical AI mentor that combine…
B 72 54 73 60 N/A 23 95 96
6011
kimwwk
repocrunch Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 54 70 37 N/A 67 94 94
6012
OnePieceLwc
Logo MCP Claim
Intelligently extracts and analyzes website logos from multiple sources (favico…
B 72 55 84 62 29 82 90
6013
manateeit
Enables AI assistants to interact with Confluence by converting Markdown docume…
B 72 55 72 72 26 80 100
6014
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
6015
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
6016
IQAIcom
MCP-ODOS Claim 1
A Model Context Protocol server that enables AI assistants and applications to …
B 72 55 57 61 74 81 96
6017
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
6018
imranbarbhuiya
Provides an interactive user interface for asking questions with support for te…
B 72 54 74 60 N/A 29 90 98
6019
VivekKumarNeu
mcp-lucene-server
B 72 55 78 58 36 81 100
6020
GuoChen-thlg
iconfont-mcp Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
B 72 55 72 72 38 80 89
6021
gunjanjp
A Model Context Protocol server that enables Claude Desktop to execute bash com…
B 72 54 57 53 N/A 60 95 100
6022
vinnividivicci
Integrates Claude with Wave Accounting to automate expense tracking and income …
B 72 54 86 40 N/A 34 95 94
6023
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
6024
InditexTech
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…
B 72 54 54 53 N/A 85 92 88
6025
Cleversoft-IT
This TypeScript-based MCP server implements a simple notes system, allowing the…
B 72 55 94 58 20 80 94
6026
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
6027
scanpower
Enables interaction with ScanPower's inventory and shipment management system t…
B 72 55 92 87 26 74 64
6028
BierschneiderEmanuel
Provides advanced document search and processing capabilities through vector st…
B 72 55 90 50 36 81 93
6029
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
6030
aidancorrell
Spark SQL Claim 1
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
B 72 54 76 47 N/A 80 67 98
6031
baking-bread
Provides access to real-time and historical water conditions of the Aare river …
B 72 55 84 53 41 81 96
6032
lockon-n
PDF Tools MCP Server Claim 1
A comprehensive tool server for reading, merging, and extracting content from P…
B 72 55 60 82 41 81 91
6033
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
6034
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 55 78 71 24 81 91
6035
KaranThink41
Keka MCP Server Claim
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
B 72 55 78 66 25 81 99
6036
bzzimmy
GPT-MCP Bridge Claim
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
B 72 55 72 73 27 81 97
6037
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
6038
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 54 75 33 N/A 76 95 88
6039
Huan-zhaojun
mcp-safe-proxy Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 54 84 30 N/A 54 89 100
6040
vuvuvu
A Model Context Protocol server that enables AI assistants like Claude to manag…
B 72 55 75 91 67 81 41
6041
sujalpat1810
OrgFlow MCP Claim
Enables comprehensive organizational data management including employee trackin…
B 72 55 84 66 24 81 92
6042
aoprisan
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
B 72 55 78 100 N/A 21 95 44
6043
appreply-co
mcp-appstore Claim 1
This is an MCP server that provides tools to LLMs for searching and analyzing a…
B 72 55 100 82 N/A 51 81 29
6044
dheersingh1973
MCP MySQL Server Claim
Enables interaction with MySQL databases through MCP, supporting query executio…
B 72 55 84 100 24 81 48
6045
baptitse-jn
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 72 55 78 71 21 80 97
6046
sondt2709
Docker MCP Claim
A tool that helps AI agents interact with Docker containers on local or remote …
B 72 54 66 58 N/A 39 95 99
6047
mlaugharn
cli-mcp Claim 1
Enables adding and running arbitrary CLI commands through natural language, wit…
B 72 54 86 56 N/A 18 95 87
6048
wyattjoh
jsr-mcp Claim
Model Context Protocol server for the JSR (JavaScript Registry)
B 72 55 66 71 42 82 94
6049
scopiousdigital
Enables Claude to interact with HubSpot CRM for sales analysis and insights, pr…
B 72 55 86 52 46 80 87
6050
pwilkin
SearXNG MCP Server Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 55 63 100 53 81 56
Showing 6001–6050 of 66427 servers
« Prev 1 119 120 121 122 123 1329 Next »