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
14001
swayam-mishra
Provides comprehensive dice rolling, coin flipping, and tabletop RPG mechanics …
C 55 55 44 35 25 81 86
14002
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
14003
mtwn105
zerodha-mcp Claim
Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK)
C 55 64 72 33 0 40 95 94
14004
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
14005
Codeshark-NET
Enables users to search and filter open source issues related to climate change…
C 55 66 66 65 0 20 81 94
14006
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 54 42 36 N/A 23 95 77
14007
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
14008
hunter-io
Hunter MCP Server Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 66 78 35 0 40 81 100
14009
lichman0405
An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) st…
C 55 54 39 25 N/A 30 92 89
14010
mamprimauto
Enables executing terminal commands and managing files across different context…
C 55 55 48 82 23 81 30
14011
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
14012
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
14013
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 66 78 38 0 30 81 98
14014
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 55 48 31 23 81 90
14015
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
14016
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
14017
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
14018
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
14019
JussCubs
mcp-server-test Claim
mcp-server-test
C 55 55 54 22 18 81 94
14020
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
14021
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
14022
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
14023
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
14024
golfamigo
Enables interaction with Odoo ERP systems through 17+ business tools covering s…
C 55 66 66 68 0 28 81 86
14025
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14026
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
14027
edge-claw
ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation fe…
C 55 66 60 62 0 36 81 91
14028
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
14029
dianakrog
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
C 55 55 44 55 26 76 70
14030
XDDHPP
jimeng-mcp Claim
C 55 64 54 71 0 32 95 79
14031
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
14032
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
14033
DaSheng1994
Monitors and analyzes mobile application performance data to detect severe issu…
C 55 55 48 37 24 81 80
14034
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14035
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
14036
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
14037
chendaleiQ
MCP Server Claim
A modular server based on Model Context Protocol (MCP) that provides weather qu…
C 55 55 60 71 23 81 27
14038
cantian-ai
bazi-mcp Claim
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analy…
C 55 66 62 55 0 57 83 76
14039
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
14040
AB498
MCP server that provides computer control capabilities including mouse movement…
C 55 64 66 28 0 53 95 93
14041
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
14042
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
14043
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
14044
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
14045
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
14046
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
14047
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
14048
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
14049
devbrother2024
image-generator
C 55 54 60 41 N/A 6 87 70
14050
nwnusun-cool
A server based on the MCP framework that provides remote server management capa…
C 55 55 48 38 22 81 84
Showing 14001–14050 of 33842 servers
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