MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14101
vemonet
openroute-mcp Claim
MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRo…
D 54 64 66 33 0 79 83 77
14102
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14103
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14104
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14105
Jehan26
GitHub MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
D 54 55 33 30 28 80 100
14106
ojhaayush03
KafkaIQ Claim
Enables AI assistants to manage and monitor Apache Kafka clusters through natur…
D 54 55 54 21 22 81 89
14107
xiaobenyang-com
JSON-RPC Claim
A Model Context Protocol (MCP) server based on OpenRPC, providing JSON-RPC func…
D 54 64 72 42 0 45 95 68
14108
xiaobenyang-com
A MCP server that tracks daily calorie intake through natural language interact…
D 54 66 57 46 0 45 81 100
14109
alonehobo
Provides storage, searching, and retrieval of 1C (BSL) code templates with a bu…
D 54 55 60 35 25 80 65
14110
pangxie231
PS-MCP Claim
An AI-driven integration server that enables natural language control of Adobe …
D 54 54 42 25 N/A 30 95 80
14111
huuthangntk
Analyze images from multiple angles to extract detailed insights or quick summa…
D 54 66 78 40 0 27 82 91
14112
GHjiejie
My MCP Server Claim
A comprehensive MCP server providing arithmetic tools, dynamic file resources f…
D 54 55 60 50 N/A 31 87 33
14113
wangmhaha
ApiFox MCP Server Claim
A server that enables accessing and managing ApiFox API information through the…
D 54 55 56 36 25 81 66
14114
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14115
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 55 46 82 26 81 22
14116
stijn-meijers
A Model Context Protocol server that enables Claude and other LLMs to interact …
D 54 55 45 13 41 82 92
14117
vesivanov
A Model Context Protocol server that provides unified access to Google Analytic…
D 54 66 71 56 0 16 81 93
14118
eunyuljo
A Model Context Protocol server that implements a simple notes system, allowing…
D 54 55 65 75 23 81 9
14119
alexey-max-fedorov
An MCP server that enables interaction with iCloud Calendars via the CalDAV pro…
D 54 55 53 0 43 81 100
14120
wongjingping
Postgres MCP Server Claim 1
A Model Context Protocol server that enables querying PostgreSQL databases with…
D 54 55 45 33 16 81 93
14121
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14122
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
14123
Tsubaki414
toolfi Claim
Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Bas…
D 54 66 84 42 0 30 78 88
14124
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14125
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14126
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14127
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 55 60 0 30 81 99
14128
Sukruthr
Weather MCP Server Claim
Provides real-time weather information for any location worldwide using the wtt…
D 54 55 48 20 27 81 96
14129
MiniMax-AI
MiniMax-MCP Claim
Official MiniMax Model Context Protocol (MCP) server that enables interaction w…
D 54 66 66 38 0 56 81 89
14130
yoginoit39
h1b-mcp Claim 1
An MCP server that enables users to query H1B visa sponsorship data, approval r…
D 54 54 33 27 N/A 25 94 93
14131
turnono
Discover statistical indicators and topics in Data Commons. Retrieve observatio…
D 54 66 74 57 0 25 81 84
14132
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14133
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 66 68 72 0 21 81 77
14134
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14135
gghammer
MCP J-Link Server Claim 1
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
D 54 54 48 38 N/A 27 92 61
14136
aryaminus
Enables searching and analyzing H-1B visa sponsoring companies using U.S. Depar…
D 54 66 76 33 0 44 81 91
14137
nadadi
A Model Context Protocol server that implements an interactive digital library …
D 54 54 39 22 N/A 18 95 96
14138
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
14139
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 64 66 73 0 26 95 58
14140
SNYCFIRE-CORE
Enables AI clients to interact with Letta.ai's stateful agents via cloud deploy…
D 54 66 78 43 0 21 81 96
14141
QueueLab
QCX Claim
Language to Maps
D 54 64 72 40 0 61 95 59
14142
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14143
Mouseminar
Guokao MCP Claim
Enables intelligent querying and matching of 2025 Chinese civil service examina…
D 54 55 48 33 19 81 87
14144
tronrentalcom
tronrental Claim
Buy TRON energy to reduce USDT transfer fees by 80%. Full API for AI agents.
D 54 64 72 42 0 30 83 95
14145
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
14146
alxspiker
A secure Model Context Protocol server that allows AI models to safely interact…
D 54 64 76 22 0 42 95 93
14147
shadowfax92
MCP Apple Reminders Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 55 39 82 N/A 20 95 21
14148
kazuph
MCP-Devin Claim
A TypeScript MCP server that integrates Devin AI with Slack, allowing users to …
D 54 66 78 47 0 22 81 88
14149
STUzhy
Run Python code in a secure sandbox without local setup. Declare inline depende…
D 54 66 66 61 0 26 80 86
14150
motok2031
Enables AI agents to access paid content by integrating cryptocurrency payments…
D 54 66 66 60 0 21 81 91
Showing 14101–14150 of 57357 servers
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