MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14151
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 55 46 82 26 81 22
14152
cwilby
SQL Server MCP Claim 1
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, C…
D 54 66 53 56 0 46 81 96
14153
dashayus
AliceBlue Claim
Manage your AliceBlue portfolio, orders, and funds from one place. View holding…
D 54 64 46 67 0 25 95 88
14154
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
14155
TanayPhatak
A Model Context Protocol server that provides stock technical analysis tools (m…
D 54 55 39 33 23 81 92
14156
eunyuljo
A Model Context Protocol server that implements a simple notes system, allowing…
D 54 55 65 75 23 81 9
14157
ToolOracle
Reserve Asset Intelligence MCP — live gold/silver prices as ES256K-signed evide…
D 54 55 66 0 25 81 97
14158
aigile-era
Enables searching the TR Dizin (Turkish Academic Index) database for publicatio…
D 54 55 48 36 15 81 83
14159
alexey-max-fedorov
An MCP server that enables interaction with iCloud Calendars via the CalDAV pro…
D 54 55 53 0 43 81 100
14160
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
14161
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14162
jaducku
MCP Mempool Claim 3
An MCP server that provides AI agents with real-time and historical Bitcoin net…
D 54 55 65 58 25 80 28
14163
julianorck
MCP Memory Claim
Enables AI assistants to remember user information and preferences across conve…
D 54 66 54 71 0 29 80 86
14164
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14165
agusain2001
Enables AI-powered generation of educational content including multiple-choice …
D 54 55 54 26 16 82 89
14166
jonemo
A thin wrapper around the OpenPyXl Python library that exposes Excel file opera…
D 54 64 66 26 0 56 95 88
14167
turnono
Discover statistical indicators and topics in Data Commons. Retrieve observatio…
D 54 66 74 57 0 25 81 84
14168
amansingh0311
This server enables semantic search capabilities using Qdrant vector database a…
D 54 55 48 25 17 80 95
14169
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
14170
QueueLab
QCX Claim
Language to Maps
D 54 64 72 40 0 61 95 59
14171
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 64 84 28 0 26 95 88
14172
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14173
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
14174
philschmid
Gemini MCP Server Claim 1
A Model Context Protocol server that enables LLMs to perform web searches using…
D 54 66 51 60 0 48 81 91
14175
adrighem
Integrates AI assistants with the Domoticz home automation system to monitor an…
D 54 66 72 42 0 45 76 91
14176
motok2031
Enables AI agents to access paid content by integrating cryptocurrency payments…
D 54 66 66 60 0 21 81 91
14177
AnByoungHyun
Google Calendar MCP Claim 1
A server that enables Cursor users to view, create, and manage Google Calendar …
D 54 55 66 35 29 82 51
14178
JewelreyBoxAI
Exposes GoHighLevel (GHL) sub-account tools to Anthropic-powered LangGraph agen…
D 54 55 68 56 18 81 31
14179
AkhrHysd
A Model Context Protocol server that interfaces with PokeAPI to provide Pokémon…
D 54 55 39 52 21 81 70
14180
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
14181
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14182
monotime
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provi…
D 54 66 66 60 0 21 81 91
14183
lennonconstantino
A sophisticated MCP server that provides intelligent customer service for a Bra…
D 54 55 56 25 18 76 91
14184
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14185
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
14186
burkeholland
Generates VS Code installation buttons and markdown badges for MCP servers, sup…
D 54 66 72 58 0 20 81 88
14187
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14188
106-
Kakuyomu MCP Server Claim 1
An MCP server that enables LLM agents to interact with the Japanese novel publi…
D 54 55 45 31 26 82 86
14189
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
14190
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
14191
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14192
stijn-meijers
A Model Context Protocol server that enables Claude and other LLMs to interact …
D 54 55 45 13 41 82 92
14193
aryaminus
Enables searching and analyzing H-1B visa sponsoring companies using U.S. Depar…
D 54 66 76 33 0 44 81 91
14194
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
14195
funtuan
Enables searching and querying Taiwan government open datasets from data.gov.tw…
D 54 66 68 72 0 21 81 77
14196
Mouseminar
Guokao MCP Claim
Enables intelligent querying and matching of 2025 Chinese civil service examina…
D 54 55 48 33 19 81 87
14197
arikusi
deepseek Claim 1
MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, an…
D 54 66 81 10 0 84 72 92
14198
MajesteitBart
Writer MCP Claim
Enables creation and optimization of technical marketing content using Open Str…
D 54 54 58 47 N/A 23 95 38
14199
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
14200
nadadi
A Model Context Protocol server that implements an interactive digital library …
D 54 54 39 22 N/A 18 95 96
Showing 14151–14200 of 53551 servers
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