MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
Ramakrishna-Gedala
MCP Chess Server Claim
Enables interaction with Chess.com's public API to retrieve player profiles and…
C 55 55 48 22 24 81 100
14052
Sameernayeema8
Pokemon MCP Server Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 55 48 32 27 84 83
14053
supavec
Supavec MCP Server Claim
Enables fetching relevant content and embeddings from Supavec via the Model Con…
C 55 66 78 37 0 51 81 88
14054
halismertkir
Game Trends Claim
Provide real-time insights and analytics on gaming trends to help users stay up…
C 55 54 36 26 N/A 19 95 96
14055
daniel347x
Integrates WorkFlowy's outline and task management capabilities with LLM applic…
C 55 66 72 37 0 48 81 94
14056
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
14057
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 54 33 33 N/A 18 95 93
14058
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
14059
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
14060
xiaobenyang-com
AI-Persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
C 55 64 72 62 0 45 95 51
14061
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 55 48 31 23 81 90
14062
Medinios
SuricataMCP Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
C 55 54 48 28 N/A 20 87 87
14063
docdyhr
Enables comprehensive WordPress site management through natural language in Cla…
C 55 66 60 41 0 87 81 76
14064
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
14065
kakimochi
ROS2 MCP Server Claim
A Python-based server that enables AI assistants to control robots by integrati…
C 55 54 48 30 N/A 21 94 80
14066
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 54 23 32 N/A 41 95 92
14067
edge-claw
ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation fe…
C 55 66 60 62 0 36 81 91
14068
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
14069
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14070
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
14071
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
14072
mtwn105
zerodha-mcp Claim
Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK)
C 55 64 72 33 0 40 95 94
14073
XDDHPP
jimeng-mcp Claim
C 55 64 54 71 0 32 95 79
14074
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
14075
wangx-wx
Yuque MCP Server Claim
Enables searching and retrieving detailed document content from the Yuque platf…
C 55 66 54 67 0 36 80 93
14076
YinTokey
mcp_hackernews Claim
MCP server exposing a simple Hacker News search tool (top stories).
C 55 54 24 30 N/A 28 95 100
14077
Swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rollin…
C 55 55 39 36 30 80 93
14078
hey-jian-wei
JianYing MCP Claim
Enables AI assistants to create and edit professional videos through natural la…
C 55 55 48 38 27 81 80
14079
localSummer
A TypeScript implementation of a Model Context Protocol (MCP) server that expos…
C 55 55 84 41 27 81 26
14080
olsigjecii
Weather MCP Server Claim
Enables real-time weather information and forecasts using the Open-Meteo API. P…
C 55 55 42 30 24 81 100
14081
SmartManoj
FastMCP Quickstart Claim
A simple example MCP server built with FastMCP and Python that provides a greet…
C 55 55 48 20 21 84 100
14082
Durgam58
Enables users to fetch jokes from various categories including Chuck Norris jok…
D 54 66 48 55 0 44 81 100
14083
rhabraken
MCP-Python Claim 1
A server that enables interaction with PostgreSQL, MySQL, MariaDB, or SQLite da…
D 54 55 54 23 20 81 88
14084
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14085
DebMs123
A server implementing the Model Context Protocol (MCP) that delivers jokes upon…
D 54 66 48 55 0 44 81 100
14086
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14087
ojhaayush03
KafkaIQ Claim
Enables AI assistants to manage and monitor Apache Kafka clusters through natur…
D 54 55 54 21 22 81 89
14088
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14089
sitebay
SiteBay MCP Server Claim
Enables management of WordPress sites hosted on SiteBay platform through natura…
D 54 66 88 10 0 52 81 98
14090
moeki0
A MCP server that requires user authentication via Auth0, allowing it to call p…
D 54 55 33 35 23 80 100
14091
Javoo-bot
A server that enables LLMs to detect anomalies in sensor data by providing tool…
D 54 55 46 27 16 78 100
14092
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14093
kiss-kedaya
Crypto MCP Claim
A cryptocurrency price query service based on Model Context Protocol that provi…
D 54 55 54 28 18 78 86
14094
minchae-me
A demonstration server that automatically generates Model Context Protocol (MCP…
D 54 55 54 50 18 81 59
14095
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14096
caicongyang
A Model Context Protocol server that enables AI models to interact with MySQL d…
D 54 54 45 55 N/A 18 95 49
14097
ShwStone
MCP OI-Wiki Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 55 60 20 25 81 77
14098
bankszach
A minimal Model Context Protocol server built with FastAPI that provides a basi…
D 54 55 48 22 21 81 94
14099
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14100
Sara3
An MCP server that connects to the Tesla Fleet API, allowing users to control v…
D 54 66 69 30 0 54 81 97
Showing 14051–14100 of 33842 servers
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