MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14001
spideynolove
Memory Bank MCP Claim 3
An MCP server that enables persistent memory, structured thinking sessions, and…
C 55 55 39 82 N/A 37 90 19
14002
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
14003
ashwanth1109
Spotify MCP Claim 1
A FastMCP tool that enables control of Spotify through natural language command…
C 55 55 58 23 19 81 90
14004
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
14005
YuHuanHsu
A Cloudflare Workers-based service that enables intelligent searching, automati…
C 55 66 84 46 0 18 81 92
14006
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14007
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
14008
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
14009
minji337
MCP Slack Python Claim 1
An MCP server that enables interaction with Slack workspaces through tools for …
C 55 55 39 62 30 81 58
14010
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
14011
ag2-mcp-servers
An MCP server for interacting with the Tripura State Board of Secondary Educati…
C 55 55 45 57 21 76 71
14012
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
14013
posidron
PowerShell MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 55 45 82 N/A 25 80 29
14014
nwnusun-cool
A server based on the MCP framework that provides remote server management capa…
C 55 55 48 38 22 81 84
14015
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
14016
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
14017
odysseus0
Shell MCP Server Claim 2
A Model Context Protocol server that allows LLMs to execute shell commands and …
C 55 64 63 57 0 17 95 94
14018
Nekzus
npm-sentinel-mcp Claim
NPM Sentinel MCP - AI-powered NPM package analysis for security, dependencies, …
C 55 66 78 31 0 78 86 63
14019
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
14020
AB498
MCP server that provides computer control capabilities, like mouse, keyboard, O…
C 55 64 66 28 0 53 95 93
14021
jlmelis
Sanity MCP Server Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 55 53 32 19 81 87
14022
daishir0
Enables Claude.ai to interact with the Papernote cloud-based note management sy…
C 55 66 76 38 0 43 82 91
14023
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
14024
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
14025
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
14026
dianakrog
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
C 55 55 44 55 26 76 70
14027
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
14028
golfamigo
Enables interaction with Odoo ERP systems through 17+ business tools covering s…
C 55 66 66 68 0 28 81 86
14029
mamprimauto
Enables executing terminal commands and managing files across different context…
C 55 55 48 82 23 81 30
14030
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
14031
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
14032
truongducthuan
A full-featured bookstore MCP server with 6 tools for searching books, managing…
C 55 66 60 65 0 26 81 94
14033
danpeig
Enables water and wastewater treatment system design by accessing Plutocalc Des…
C 55 66 80 35 0 35 82 99
14034
ankimcp
Anki MCP Server Claim 2
MCP server for Anki flashcards: adaptive review, notes, media, and deck managem…
C 55 55 69 43 N/A 68 82 12
14035
chronis10
Enables interaction with Google Docs through a FastMCP server, allowing users t…
C 55 55 48 25 22 80 98
14036
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
14037
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
14038
McKhanster
Enables semantic search and retrieval of MCP (Model Context Protocol) documenta…
C 55 55 48 25 19 81 98
14039
pythagraph
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
C 55 66 66 62 0 25 81 95
14040
edge-claw
ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE tran…
C 55 66 60 62 0 36 81 91
14041
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
14042
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
14043
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14044
blackboxprojects
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
C 55 55 48 28 21 81 96
14045
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
14046
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
14047
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 55 54 35 21 71 89
14048
Liu-creators
MySQL MCP Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 55 54 33 20 81 79
14049
devbrother2024
image-generator
C 55 54 60 41 N/A 6 87 70
14050
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
Showing 14001–14050 of 53551 servers
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