MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21951
iwen-conf
Apifox MCP Server Claim
Enables LLMs to manage Apifox API projects, including listing, creating, updati…
C 67 43 84 38 47 90
21952
m-atalar
tcmb-mcp-server Claim 1
C 67 33 62 N/A N/A 37 95
21953
Platano78
Smart-AI-Bridge Claim
Intelligent AI routing and integration platform for seamless provider switching
C 67 43 60 43 N/A 72 95
21954
sapph1re
findata-mcp Claim
Real-time stocks, company fundamentals, FRED economic indicators (800k+ series)…
C 67 33 72 47 75
21955
CodingButterBot
GitHub CLI MCP Server Claim 1
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
C 67 43 63 60 N/A 44 95
21956
ankitmalik84
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
C 67 44 90 61 22 77
21957
samirjani03
redteam-mcp Claim
A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux…
C 67 33 70 N/A N/A 25 95
21958
yamanoku
MCP server that searches Baseline status using Web Platform API
C 67 43 60 60 N/A 50 95
21959
amaterous
picoli-mcp Claim 1
MCP server for picoli.site - URL shortening and click analytics for AI agents
C 67 43 63 71 N/A 32 95
21960
jameslong
vancouver Claim
Simple MCP server library for Elixir.
C 67 33 50 N/A N/A 58 95
21961
Jakedismo
A high-performance CLI tool that provides semantic code search, advanced archit…
C 67 44 64 70 51 81
21962
HoldMyBeer-gg
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
C 67 33 39 N/A N/A 76 95
21963
Tapetide-hq
stock-research-mcp Claim
NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII …
C 67 33 64 N/A N/A 49 83
21964
mikusnuz
meta-ads-mcp Claim 2
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
C 67 33 61 67 75
21965
xonack
Enables complete management of X (Twitter) accounts through a single API key, s…
C 67 44 72 73 33 81
21966
cpfhub
cpfhub Claim 2
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
C 67 33 75 N/A N/A 32 83
21967
snyk
mcp Claim
Easily find and fix security issues in your applications leveraging Snyk platfo…
C 67 43 60 40 N/A 75 95
21968
bourbonkk
k8s-pilot Claim
A lightweight, centralized control plane server that enables management of mult…
C 67 44 84 37 58 81
21969
AlanTseng1018
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
C 67 33 60 N/A N/A 43 95
21970
agenticmail
mcp Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
C 67 43 60 43 N/A 71 95
21971
supermodeltools
mcpbr Claim
Model Context Protocol Benchmark Runner
C 67 43 68 35 N/A 70 95
21972
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
21973
theYahia
tilda-mcp Claim 1
MCP server for Tilda API — projects, pages. 3 tools.
C 67 33 49 N/A N/A 58 95
21974
RaiAnsar
MCP Gateway Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
C 67 33 60 N/A N/A 43 95
21975
HarmonicSecurity
claudit-sec Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
C 67 33 58 N/A N/A 45 95 PO
21976
johnhuang316
A Model Context Protocol (MCP) server that helps large language models index, s…
C 67 43 64 35 N/A 78 94
21977
TAgents
Enables AI agents to create, manage, and search hierarchical plans with phases,…
C 67 44 84 41 54 80
21978
shubhamekapure
Social Search MCP Claim 1
A Model Context Protocol (MCP) server that empowers LLMs to search across speci…
C 67 33 78 26 83
21979
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
21980 C 67 33 60 N/A N/A 42 95
21981
GigaChatTester
HubSpot MCP Server Claim
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
C 67 44 62 71 53 81
21982
verygoodplugins
mcp-automem Claim
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
C 67 55 96 70 0 85 80
21983
cyanheads
brapi-mcp-server Claim 1
Collaborative BrAPI v2.1 MCP workspace — studies, germplasm, genotypes across B…
C 67 33 60 N/A N/A 57 83
21984
mazemax
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
C 67 43 56 55 N/A 67 92
21985
hechtcarmel
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistant…
C 67 33 54 N/A N/A 53 95
21986
samihalawa
Manage environment variables and application settings securely through a hosted…
C 67 33 76 N/A N/A 15 95
21987
plapinski
PHPocalypse-MCP Claim
A Message Control Protocol server that runs PHP tests and static analysis tools…
C 67 43 78 46 N/A 38 95
21988
containers
kubernetes-mcp-server Claim 1
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
C 67 43 63 32 N/A 84 95
21989
cosmicjs
Cosmic MCP Server Claim 2
An MCP server that enables AI assistants to manage content, media, and schemas …
C 67 44 63 75 45 80
21990
mjrestivo16
Kubernetes MCP Server Claim 1
Enables AI assistants to interact with Kubernetes clusters through 50 specializ…
C 67 44 94 47 42 71
21991
retospect
acatome-quest-mcp Claim 1
An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local s…
C 67 33 57 N/A N/A 46 95
21992
GridfireAI
Reddit MCP Claim
A plug-and-play MCP server that enables AI assistants to browse, search, and re…
C 67 44 66 60 57 83
21993
karkir0003
MyPlayground Claim
Provides demo tools for addition, mock weather data, and username generation.
C 67 33 56 N/A N/A 48 95
21994
AngusHsu
Provides traditional Chinese lunar calendar information including auspicious da…
C 67 44 84 25 75 83
21995
Mutahar456
n8n-MCP Claim 1
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
C 67 44 79 43 69 76
21996
BERDataLakehouse
CDM MCP Server Claim
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
C 67 43 48 73 N/A 53 95
21997
MissionSquad
mcp-github Claim 1
Anthropic's github MCP server, but better. Support for more endpoints. Includin…
C 67 44 72 68 44 76
21998
jorgenclaw
Proton-MCP Claim 1
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
C 67 33 57 N/A N/A 48 95
21999
alexrwilliam
A minimal server that exposes Playwright browser automation capabilities throug…
C 67 43 80 45 N/A 35 95
22000
wolfdancer
Enables AI assistants to interact with Rockfish's machine learning platform thr…
C 67 44 84 60 28 81
Showing 21951–22000 of 59785 servers
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