MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14001
jdanas
Provides tools to search and retrieve Unsloth AI documentation, including quick…
C 55 55 48 28 16 81 100
14002
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
14003
XDDHPP
jimeng-mcp Claim
C 55 64 54 71 0 32 95 79
14004
emmamannan
AI Sticky Notes Claim
Enables AI agents to create, read, and summarize sticky notes stored in a local…
C 55 54 38 15 N/A 29 95 100
14005
wojkos
An MCP server that enables AI applications to send text, HTML, and template-bas…
C 55 55 33 41 24 78 100
14006
YuHuanHsu
A Cloudflare Workers-based service that enables intelligent searching, automati…
C 55 66 84 46 0 18 81 92
14007
dianakrog
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
C 55 55 44 55 26 76 70
14008
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
14009
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14010
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
14011
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
14012
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
14013
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
14014
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
14015
ecovacs-ai
Ecovacs MCP Server Claim
A control server that enables AI assistants to interact with Ecovacs robot vacu…
C 55 66 54 65 0 36 81 94
14016
mcpmessenger
Provides browser automation capabilities via HTTP endpoints by wrapping the off…
C 55 66 78 46 0 36 80 88
14017
crazyrabbitLTC
Brex MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Brex fi…
C 55 66 45 72 0 51 80 92
14018
aryankeluskar
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
C 55 66 94 10 0 47 81 99
14019
pythagraph
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
C 55 66 66 62 0 25 81 95
14020
swayam-mishra
Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics …
C 55 55 44 35 25 81 86
14021
IAmAlexander
Readwise Claim
Manage your Readwise library by searching, retrieving, and organizing highlight…
C 55 66 86 10 0 62 81 98
14022
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
14023
nihalxkumar
arch-mcp Claim 1
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
C 55 66 86 10 0 70 74 100
14024
sfiorini
youtube-mcp Claim
Search and browse videos, channels, and playlists to fetch titles, descriptions…
C 55 66 100 10 0 47 81 90
14025
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, enabl…
C 55 55 68 0 27 78 98
14026
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
14027
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
14028
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
14029
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
14030
amarisaster
Tempo Claim 1
An MCP server for Spotify control and synchronized lyrics retrieval that enable…
C 55 66 57 66 0 35 77 96
14031
Aiden-Jeon
An MCP server that provides sentiment analysis functionality using TextBlob, al…
C 55 54 47 23 N/A 19 95 86
14032
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14033
Jacobngai
Enables high-performance audio transcription using Faster Whisper with CUDA acc…
C 55 54 66 17 N/A 32 95 58
14034
mtwn105
zerodha-mcp Claim
Enables natural language management of Zerodha trading accounts, including plac…
C 55 64 72 33 0 40 95 94
14035
meanands
A natural language interface that allows Claude to execute SQL queries on your …
C 55 54 48 36 N/A 12 77 94
14036
nirholas
PumpFun Claims Bot Claim 1
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bun…
C 55 55 49 0 N/A 70 70 99
14037
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
14038
Nikh7l
PuchAI MCP Starter Claim
A starter template for creating Model Context Protocol servers that work with P…
C 55 66 62 50 0 42 81 97
14039
bug-breeder
quip-mcp Claim
A Model Context Protocol (MCP) server providing AI assistants with comprehensiv…
C 55 66 70 32 0 67 81 92
14040
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
14041
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
14042
daishir0
Enables Claude.ai to interact with the Papernote cloud-based note management sy…
C 55 66 76 38 0 43 82 91
14043
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
14044
patternstack-ai
PatternStack Claim 1
Provides crowdsourced package intelligence and security alerts for AI coding as…
C 55 66 86 68 0 52 82 35
14045
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
14046
daniel347x
Integrates WorkFlowy's outline and task management capabilities with LLM applic…
C 55 66 72 37 0 48 81 94
14047
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
14048
dbf100
Plaud MCP Server Claim
Enables AI assistants to access Plaud Note recordings, providing direct access …
C 55 54 60 0 N/A 25 91 100
14049
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
14050
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
Showing 14001–14050 of 67226 servers
« Prev 1 279 280 281 282 283 1345 Next »