MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14001
D-Diaa
Gemini MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Google's G…
C 55 55 45 33 18 80 97
14002
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
14003
ag2-mcp-servers
An MCP server for interacting with the Tripura State Board of Secondary Educati…
C 55 55 45 57 21 76 71
14004
dianakrog
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
C 55 55 44 55 26 76 70
14005
sfiorini
youtube-mcp Claim
Search and browse videos, channels, and playlists to fetch titles, descriptions…
C 55 66 100 10 0 47 81 90
14006
bhuvnsh
mcp-mapmyindia Claim 1
MCP server for India maps - place search, nearby discovery, & directions powere…
C 55 54 51 0 N/A 62 76 97
14007
kcbabo
my-mcp-server Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 55 45 25 24 82 100
14008
Dbuzek
Anonymix MCP Claim
Provides local anonymization of Czech legal documents by replacing sensitive en…
C 55 54 60 0 N/A 27 91 94
14009
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
14010
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
14011
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 54 66 0 N/A 29 82 95
14012
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14013
nrjchnd
A Model Context Protocol server that enables AI models to interact with VoIPBin…
C 55 55 39 38 34 80 84
14014
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
14015
daishir0
Enables Claude.ai to interact with the Papernote cloud-based note management sy…
C 55 66 76 38 0 43 82 91
14016
Saunved
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
C 55 55 51 70 N/A 30 80 35
14017
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
14018
tunde-alao
YouTube MCP Claim 1
A Model Context Protocol server that enables Claude to interact with YouTube da…
C 55 54 33 31 N/A 22 95 92
14019
andreadecorte
GABI MCP Server Claim 1
An MCP server that exposes GABI functionality, allowing users to run queries ag…
C 55 55 27 35 41 81 98
14020
Jacobngai
Enables high-performance audio transcription using Faster Whisper with CUDA acc…
C 55 54 66 17 N/A 32 95 58
14021
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
14022
arturvillas
Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, f…
C 55 66 48 55 0 52 82 100
14023
Codeshark-NET
Enables users to search and filter open source issues related to climate change…
C 55 66 66 65 0 20 81 94
14024
Ansvar-Systems
us-law-mcp Claim
US federal and state cybersecurity/privacy law MCP server with cross-state comp…
C 55 66 67 41 0 57 81 92
14025
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14026
mcpmessenger
Provides browser automation capabilities via HTTP endpoints by wrapping the off…
C 55 66 78 46 0 36 80 88
14027
whitmanca
A Model Context Protocol server that provides real-time cryptocurrency price fe…
C 55 55 45 25 24 81 100
14028
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
14029
YuHuanHsu
A Cloudflare Workers-based service that enables intelligent searching, automati…
C 55 66 84 46 0 18 81 92
14030
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
14031
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
14032
bbl21
CST MCP Claim 1
An MCP server that integrates CST Studio Suite with the Model Context Protocol …
C 55 54 39 36 N/A 27 95 78
14033
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
14034
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
14035
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
14036
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
14037
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
14038
AB498
MCP server that provides computer control capabilities, like mouse, keyboard, O…
C 55 64 66 28 0 53 95 93
14039
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
14040
golfamigo
Enables interaction with Odoo ERP systems through 17+ business tools covering s…
C 55 66 66 68 0 28 81 86
14041
joshndala
Enables users to generate AI-powered music videos by analyzing visual content t…
C 55 64 72 42 0 27 95 91
14042
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
14043
lichman0405
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
C 55 54 39 25 N/A 30 92 89
14044
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
14045
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
14046
crebish
MCP Server Claim
A remote Model Context Protocol server that enables AI assistants to interact w…
C 55 66 86 36 0 27 81 98
14047
QAInsights
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
C 55 64 82 33 0 37 95 79
14048
vishal84
A secure MCP server example that demonstrates how to deploy to Google Cloud Run…
C 55 55 60 15 24 81 92
14049
jdanas
Provides tools to search and retrieve Unsloth AI documentation, including quick…
C 55 55 48 28 16 81 100
14050
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
Showing 14001–14050 of 57160 servers
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