MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13701
obisagno
Apple MCP Claim
Enables AI interaction with native macOS applications including Messages, Notes…
C 56 66 78 37 0 48 76 98
13702
Cayson-Choi
HWP-MCP Claim 2
An MCP server that enables AI models to control Hancom Office Hanword (HWP) doc…
C 56 54 39 41 N/A 25 87 85
13703
jiaohuix
BiliMind-MCP Claim 1
An MCP server that generates structured notes from Bilibili videos by automatic…
C 56 55 47 40 16 81 93
13704
c4pt0r
mcp-server-tidb Claim
TiDB database integration with schema inspection and query capabilities
C 56 55 54 22 40 69 98
13705
agent-bom
Agent Bom Claim
AI supply chain security scanner — 7 tools for CVE scanning, blast radius mappi…
C 56 66 84 31 0 53 80 94
13706
alejoair
MCP Code Editor Claim
A FastMCP server providing powerful code editing tools including precise file m…
C 56 66 54 60 0 59 80 91
13707
carsonlabs
Classify raw text into structured triage objects with intent, urgency, category…
C 56 55 72 0 27 81 95
13708
dudu1111685
Telegram MCP Agent Claim
Enables AI assistants to operate as remote workers through Telegram, creating a…
C 56 55 42 41 21 81 93
13709
NANDI-Services
nandi-proxmox-mcp Claim
MCP server for Proxmox VE management (VM, LXC, nodes)
C 56 55 56 0 N/A 66 70 99
13710
cjpnice
An automation server that enables interaction with Xiaohongshu platform through…
C 56 54 42 38 N/A 18 95 81
13711
oofengoo
A custom MCP protocol service that enhances AI models by providing multilingual…
C 56 55 56 82 22 81 23
13712
AIwithhassan
Enables retrieval and cleaning of official documentation content for popular AI…
C 56 55 54 25 23 81 94
13713
arjuntheprogrammer
Enables creating Google Calendar meeting invites with automated authentication …
C 56 55 62 22 21 81 86
13714
FromZero2One
Demo MCP Server Claim
A demonstration MCP server built with FastMCP that provides basic mathematical …
C 56 55 42 35 27 81 94
13715
niyonabil
Blogger MCP Server Claim
An intermediary server that enables AI models to interact with Google's Blogger…
C 56 66 66 61 0 27 78 99
13716
Swayingleaves
Enables direct interaction with CockroachDB databases in Cursor, allowing users…
C 56 55 60 33 23 74 87
13717
GongRzhe
An MCP server that enables secure terminal command execution, directory navigat…
C 56 64 63 36 0 62 87 99
13718
shree-bd
IntelliGlow Claim
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
C 56 55 42 36 18 80 100
13719
bj11077
mcp-exam Claim
C 56 54 30 45 N/A 7 95 100
13720
Manaswi875
Enables researchers to search ArXiv papers, extract key insights (problems, met…
C 56 55 54 31 22 78 90
13721
AlexlaGuardia
Mailchimp MCP Server Claim 1
A production-grade MCP server that integrates with the Mailchimp Marketing API …
C 56 55 60 0 45 82 99
13722
SrulyRosenblat
Enables semantic search through a Pinecone vector database containing economic …
C 56 55 48 31 22 81 95
13723
MarcinDudekDev
Search Hacker News, Bluesky, and Substack from a single MCP interface
C 56 66 90 42 0 27 80 92
13724
gugga7
Enables AI assistants to discover and search authentic Moroccan tourism experie…
C 56 66 82 31 0 51 82 94
13725
RahulPatkiWork
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
C 56 66 72 43 0 39 81 100
13726
mohamedouamer19
Enables comprehensive ransomware threat analysis through 25+ tools that interac…
C 56 55 56 27 16 81 92
13727
IdoY12
Enables file system operations such as listing, reading, and creating files wit…
C 56 54 48 27 N/A 24 87 94
13728
syahiidkamil
A Model Context Protocol server that provides LLMs with full read-write access …
C 56 55 51 26 26 81 92
13729
yoavf
ai-sessions-mcp Claim 1
MCP server for searching and accessing your AI coding sessions from Claude Code…
C 56 64 61 26 0 71 95 95
13730
ravinahp
Enables searching and retrieving detailed flight information using the Duffel A…
C 56 66 84 37 0 48 81 87
13731
teilorbarcelos
MCP Apps Server Claim 1
An MCP server template for building ChatGPT-compatible React widgets using the …
C 56 55 45 27 24 83 98
13732
antunesgabriel
Hello Claim
Greet anyone instantly with a simple command. Use a ready-made prompt to craft …
C 56 54 42 47 N/A 18 95 71
13733
kelseyee
Calculator MCP Claim
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
C 56 54 42 30 N/A 20 95 88
13734
pickstar-2002
Video MCP Server Claim 1
A Model Context Protocol server that provides video processing capabilities inc…
C 56 55 57 75 40 81 17
13735
Houlong66
MNS MCP Manager Claim
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
C 56 55 48 33 23 81 92
13736
kcbabo
my-mcp-server2 Claim 1
A Model Context Protocol server built with FastMCP that features dynamic tool l…
C 56 55 45 25 27 83 100
13737
botextractai
A Model Context Protocol server built with FastMCP that provides financial data…
C 56 55 39 32 28 80 100
13738
robertdcurrier
ERDDAP MCP Server Claim
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
C 56 66 86 42 0 24 82 98
13739
AbacatePay
Enables integration with Abacate Pay API for managing payments, customers, and …
C 56 66 54 60 0 56 81 90
13740
pinepaper
Enables AI assistants to create and animate graphics in PinePaper Studio using …
C 56 66 92 18 0 61 81 91
13741
RyanCadby
Enables scanning of project dependencies across multiple package managers (npm,…
C 56 55 54 20 19 82 100
13742
Mouseminar
Enables querying and analysis of Chinese university discipline assessments, inc…
C 56 55 48 43 19 82 80
13743
Joseph19820124
A demonstration MCP (Model Control Protocol) server built with FastMCP framewor…
C 56 54 48 20 N/A 23 95 94
13744
msabramo
A Model Control Protocol server template deployed on Vercel that demonstrates M…
C 56 66 66 62 0 21 84 97
13745
fairyming
Suricata MCP Claim 2
An MCP server for validating Suricata rule syntax and testing rules against pca…
C 56 54 63 0 N/A 27 89 98
13746
theailanguage
terminal_server Claim 1
MCP server that can execute terminal commands
C 56 55 43 25 N/A 31 81 100
13747
AIGC-Hackers
mcpx Claim
苹果 MCP 工具 ✅
C 56 66 90 10 0 81 82 83
13748
lazy-importer
DIE MCP Server Claim 1
An MCP server that enables AI agents to analyze executable files using Detect I…
C 56 55 53 31 40 76 82
13749
kibela
Kibela MCP Server Claim 1
A Model Context Protocol server that allows AI applications to interact with Ki…
C 56 66 53 51 0 66 81 100
13750
takereshui
Enables video text extraction using multiple speech recognition providers inclu…
C 56 55 66 41 28 81 57
Showing 13701–13750 of 66502 servers
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