MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25250
Scored
1416
Verified
16957
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14151
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
14152
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14153
0xshellming
mcp-summarizer Claim 1
AI Summarization MCP Server, Support for multiple content types: Plain text, We…
D 54 66 62 62 0 27 81 92
14154
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14155
el-el-san
Vidu MCP Server Claim
A server that enables generating videos from static images using Vidu's AI mode…
D 54 66 56 58 0 43 81 89
14156
mailpace
An MCP server implementation that allows sending emails over MailPace's fast tr…
D 54 66 51 71 0 45 78 82
14157
xiaobenyang-com
IP-Search Claim
Relying on a global honeypot network and an IP intelligence analysis platform b…
D 54 64 72 68 0 45 95 39
14158
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
14159
vnikhilbuddhavarapu
Enables interaction with Mattermost workspaces to manage channels, messages, th…
D 54 55 60 0 30 81 99
14160
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
14161
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
14162
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14163
elinsky
Enables AI-native task and project management through natural language conversa…
D 54 64 84 28 0 26 95 88
14164
kareemaly
MD-PDF MCP Server Claim 1
An MCP server that enables bidirectional conversion between Markdown and PDF fo…
D 54 54 33 36 N/A 23 90 90
14165
Sara3
An MCP server that connects to the Tesla Fleet API, allowing users to control v…
D 54 66 69 30 0 54 81 97
14166
PostcardBot
mcp-server Claim
Send real physical postcards worldwide via AI agents. Bulk send up to 500 recip…
D 54 66 84 10 0 63 81 93
14167
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
14168
ELISHA1994
An MCP server that exposes SQLite database operations as tools, enabling natura…
D 54 55 57 27 16 81 83
14169
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
14170
giptilabs
Provides access to real-time and historical Indian stock data via Yahoo Finance…
D 54 66 84 43 0 21 81 91
14171
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14172
john-walkoe
Enables high-performance access to USPTO Final Petition Decisions API with inte…
D 54 66 78 36 0 48 81 82
14173
TheFloatingString
Enables language models to perform hardware engineering tasks including CAD par…
D 54 55 54 15 26 81 90
14174
raqueljezweb
Enables seamless integration with AnythingLLM instances, providing complete wor…
D 54 66 78 36 0 42 81 86
14175
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14176
englishar
Enables access to comprehensive surf forecasts from Surfline including current …
D 54 66 56 66 0 25 81 97
14177
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14178
xspadex
bilibili-mcp Claim
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them v…
D 54 54 42 25 N/A 24 92 88
14179
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
14180
alexey-max-fedorov
An MCP server that enables interaction with iCloud Calendars via the CalDAV pro…
D 54 55 53 0 43 81 100
14181
Shen-zhihao
A Node.js-based frontend security audit tool that performs comprehensive depend…
D 54 55 68 37 26 81 45
14182
burkeholland
Generates VS Code installation buttons and markdown badges for MCP servers, sup…
D 54 66 72 58 0 20 81 88
14183
julianorck
MCP Memory Claim
Enables AI assistants to remember user information and preferences across conve…
D 54 66 54 71 0 29 80 86
14184
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
14185
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
14186
hamchowderr
A template for deploying MCP servers on Vercel with example tools for rolling d…
D 54 66 54 53 0 42 81 98
14187
punkpeye
test Claim
test
D 54 55 56 32 43 81 58
14188
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript SDK, …
D 54 64 66 73 0 26 95 58
14189
dazanza
Copper MCP Claim 1
An MCP server that provides an interface to the Copper CRM API for managing con…
D 54 55 61 0 35 82 94
14190
theDonk
Pelaris Claim
Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coa…
D 54 55 50 10 35 81 96
14191
stefan-tuertscher
Enables users to fetch jokes from various categories including Chuck Norris jok…
D 54 66 48 55 0 49 82 100
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
ca-risken
risken Claim
RISKEN's official MCP Server
D 54 55 62 42 52 85 26
14194
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14195
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
14196
MiniMax-AI
MiniMax MCP Server Claim
Enables MCP clients like Claude Desktop and Cursor to interact with MiniMax API…
D 54 66 66 38 0 56 81 89
14197
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
14198
moeki0
A MCP server that requires user authentication via Auth0, allowing it to call p…
D 54 55 33 35 23 80 100
14199
ShwStone
MCP OI-Wiki Claim
Enhances large language models with competitive programming knowledge by levera…
D 54 55 60 20 25 81 77
14200
catherinedparnell
Finnhub MCP Server Claim 2
This server provides an interface with the Finnhub API, enabling users to obtai…
D 54 55 56 20 18 80 93
Showing 14151–14200 of 33379 servers
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