MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14701
devbrother2024
Send friendly greetings in multiple languages, run quick calculations, and get …
D 47 66 66 10 0 26 81 100
14702
lgcarrier
XRPL MCP Server Claim
A bridge that enables AI models like Claude and GPT to access XRP Ledger data a…
D 47 66 62 26 0 23 81 91
14703
Felipe-Cal
Marketing Brain Claim
Provides standardized brand guidelines and structured content templates for mar…
D 47 66 54 27 0 25 81 100
14704
gamzadongza
Enables searching and analyzing Danbooru tags, character statistics, and wiki i…
D 47 66 72 10 0 27 81 94
14705
hjsh200219
Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling anal…
D 47 66 78 10 0 35 81 78
14706
komer3
Linode MCP Server Claim 2
A Model Context Protocol server that enables Large Language Models like Claude …
D 47 66 53 23 0 31 81 98
14707
fulcradynamics
fulcra-context-mcp Claim
MCP server for accessing personal health and biometric data including sleep sta…
D 47 66 60 10 0 45 81 92
14708
ebrunet001
Real-time global news, crypto, weather & earthquakes from 27 free APIs. No API …
D 47 66 66 0 0 47 81 94
14709
Swayingleaves
A tool that generates various UML diagrams through natural language description…
D 47 66 60 25 0 26 81 89
14710
guanqun-yang
Local File Reader Claim
Read the contents of local files on demand. Quickly preview, copy, or analyze f…
D 47 54 24 17 N/A 21 82 94
14711
noelserdna
Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data thro…
D 47 66 54 55 0 27 81 60
14712
deeppath-ai
Generates tailored system architecture recommendations based on business parame…
D 47 66 54 52 0 43 81 54
14713
datacool
mcp_server Claim
D 47 54 36 20 N/A 18 95 65
14714
ianherzog
Solar MCP Claim 1
An MCP server that enables AI assistants to look up solar permitting authoritie…
D 47 55 39 0 27 81 93
14715
NoHumanHands
Govern Claim
Optimizes SQL queries to improve database performance and response times. Strea…
D 47 66 72 10 0 30 81 92
14716
KJ14GOD
A minimal FastMCP server template for Render deployment with streamable HTTP tr…
D 47 66 54 25 0 21 83 100
14717
fred-em
Analyzes sentiment in news headlines from major US publications using both stan…
D 47 66 56 36 0 27 81 84
14718
handaas
Enables querying Chinese enterprise business data including company profiles, s…
D 47 66 66 35 0 18 81 78
14719
BACH-AI-Tools
An MCP server that provides access to the Similar Words API, allowing users to …
D 47 55 35 60 45 80 9
14720
piers-fawkes
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and…
D 47 66 84 0 0 45 70 88
14721
serithemage
Botmadang MCP Server Claim 1
An MCP server that enables AI agents to interact with Botmadang, a Korean socia…
D 47 66 47 70 0 25 81 55
14722
qa-reysser
MCP-QA Claim 1
An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x con…
D 46 66 57 26 0 27 81 88
14723
clk1st
China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit…
D 46 66 78 0 0 29 69 100
14724
wuyuwenj
Scrapes and indexes documentation websites to provide AI assistants with search…
D 46 66 72 0 0 27 81 98
14725
rebrandly
Rebrandly MCP Claim
This project implements a simple MCP server in Go that exposes a single tool (c…
D 46 66 62 0 0 49 81 94
14726
SealinGp
An MCP server that downloads videos/extracts audio from various platforms like …
D 46 55 33 33 24 82 57
14727
re-rank
KRDS Design System Claim
Build interfaces that follow the Korea Responsive Design System (KRDS) faster. …
D 46 66 72 10 0 26 81 84
14728
ebrunet001
mcp-server-tft Claim 1
Teamfight Tactics AI coaching: composition analysis, augment optimization & imp…
D 46 66 60 0 0 47 81 95
14729
isaramadunika
A simple calculator MCP server that provides basic arithmetic functions (add an…
D 46 66 48 27 0 18 83 100
14730
MaheshPonnam6842
Enables cab booking and management through natural conversation, allowing users…
D 46 54 56 12 N/A 29 94 33
14731
cbinsights
An interface that allows developers to interact with ChatCBI LLM through AI Age…
D 46 66 68 10 0 30 81 88
14732 D 46 54 32 15 N/A 13 95 73
14733
JakePartusch
A Model Context Protocol server implementation that runs on Cloudflare Workers …
D 46 66 39 60 0 23 80 75
14734
ohhalim
FL Studio MCP Claim 1
An MCP server that connects Claude to FL Studio, allowing the AI to send melodi…
D 46 54 29 30 N/A 16 95 58
14735
BadRooBot
BadRooBot-test_m Claim
Send quick greetings, scrape website content, and generate text or images on de…
D 46 66 54 28 0 28 74 98
14736
openai-agent-school
Calculator Claim 1
Perform quick arithmetic—add, subtract, multiply, and divide. Get instant resul…
D 46 54 24 40 N/A 12 94 56
14737
roboulos
Remote MCP Server Claim 1
A Model Context Protocol server for Cloudflare Workers that integrates with Cla…
D 46 66 57 71 0 24 81 32
14738
bh-rat
context-awesome Claim 2
MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching t…
D 46 66 69 10 0 27 81 87
14739
guanqun-yang
Character Counter Claim
Count characters in any text to quickly check length and meet limits. Validate …
D 46 54 24 12 N/A 21 95 83
14740
obris-dev
Obris Claim
Stop re-explaining yourself to AI. Save knowledge once, use it in every convers…
D 46 66 60 10 0 56 69 93
14741
Spaceghost99
hrmcp-server Claim 2
MCP server for candidate scoring. Post a resume and job description, get back s…
D 46 55 27 0 36 81 94
14742
gwbischof
keila-mcp Claim 1
An MCP server for the Keila newsletter API that enables management of contacts,…
D 46 66 45 30 0 27 81 96
14743
rodcar
BCRP-MCP Claim
Model Context Protocol server that provides access to economic and financial ti…
D 46 66 54 26 0 26 81 91
14744
nanmesh
nanmesh-mcp Claim
nanmesh-mcp MCP server for NaN Mesh — the AI-native product catalog built for a…
D 46 66 60 10 0 38 81 95
14745
econo21c
mcp-server Claim 1
Perform quick addition, subtraction, multiplication, and division. Get fast res…
D 46 54 24 37 N/A 21 95 52
14746
acarchidi
agentforge Claim
DeFi safety layer for AI agents: wallet checks, contract docs, approvals, tx de…
D 46 66 72 0 0 30 78 95
14747
therealhexi
Shopify MCP Server Claim 1
Enable interaction with Shopify store data through a GraphQL API.
D 46 66 60 10 0 37 78 96
14748
chuangsiaihub
Provides real-time content safety protection for large language models by detec…
D 46 66 42 37 0 39 81 82
14749
tponscr-debug
Oracle-H Claim
Secure critical actions by requiring real-time human approval via Telegram befo…
D 45 66 66 10 0 21 81 93
14750
handaas
Provides comprehensive import/export trade data queries including export trends…
D 45 66 60 31 0 18 81 78
Showing 14701–14750 of 33842 servers
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