MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24101
sinedied
grumpydev-mcp Claim
Let the grumpy senior dev review your code with this MCP server
D 54 43 60 12 N/A 68 80
24102
dev-muhammad
Enables AI agents to manage personal expenses through natural language conversa…
D 54 44 54 35 44 81
24103
aryanma
Enables interaction with the Turbopuffer vector database to manage namespaces a…
D 54 43 60 27 N/A 27 95
24104
Agience
Agience Claim
MCP-native workspace for turning live work into durable knowledge.
D 54 43 50 37 N/A 30 95
24105
frankkinuthian
mastra-mcp-agent Claim
D 54 33 42 N/A N/A 21 95
24106
wesnermichel
A lightweight bridge extension that enables Claude Desktop to connect to VSCode…
D 54 43 56 26 N/A 35 95
24107
foxitsoftware
MCP server that exposes Foxit PDF API capabilities via stdio.
D 54 43 60 40 N/A 24 83
24108
blacktop
mcp-tts Claim 1
MCP Server for Text to Speech
D 54 43 41 10 N/A 80 96
24109
heesookiim
Enables interaction with Zoom services through the Zoom API. Provides access to…
D 54 44 60 45 21 81
24110
umbraco
Enables AI agents to manage Umbraco CMS content through natural language, inclu…
D 54 43 48 18 71 83
24111
pomazanbohdan
UUIDv7 Generator Claim
Generates UUIDv7 strings either individually or in batches, providing time-sort…
D 54 44 60 40 24 83
24112
elcachorrohumano
Last.fm MCP Server Claim
Enables interaction with Last.fm music data including searching for artists, al…
D 54 44 60 43 24 81
24113
bgizdov
This awesome list is automatically generated and regularly updated to ensure yo…
D 54 33 34 N/A N/A 34 95
24114
omaidf
A Solana blockchain interaction server that allows AI tools to query blockchain…
D 54 44 48 58 21 81
24115
nikitatsym
gitea-mcp Claim 2
An MCP server providing comprehensive Gitea API coverage with 186 tools for man…
D 54 44 45 40 53 80
24116
harshapalnati
Enables AI assistants to interact with Raworc's agent runtime platform through …
D 54 44 42 46 48 81
24117
aymericzip
intlayer Claim 1
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n…
D 54 44 39 27 79 81
24118
j-wnn
landing-b Claim
D 54 33 40 N/A N/A 21 95
24119
debajoycs98
Enables comprehensive personal task management through specialized MCP servers …
D 54 43 60 27 N/A 26 95
24120
ningwenjie
MCP Server Claim
A multi-functional computing platform server designed to integrate with large l…
D 54 44 42 66 21 81
24121
LTS2
elasticsearch Claim 1
D 54 33 40 N/A N/A 23 95
24122
rigzindorje
Gmail API MCP Server Claim 1
A Model Context Protocol server that enables interaction with the Gmail API thr…
D 54 43 45 50 N/A 21 95
24123
tim-smart
effect-mcp Claim
Tools and resources for writing Effect code in Typescript.
D 54 44 44 17 78 86
24124
awaku7
mcpbluesky Claim 1
An MCP server that enables users to interact with the Bluesky social network th…
D 54 44 47 43 45 80
24125
kitwork
kitwork Claim
Automate kit workflows effortlessly with a lightweight, high-performance, fast,…
D 54 43 54 12 N/A 54 95
24126
EaveLuo
1Panel MCP Server Claim
Enables AI agents to manage server infrastructure through the 1Panel API, inclu…
D 54 44 86 0 53 69
24127
RealYoungk
Provides natural language access to South Korean corporate disclosure data, fin…
D 54 44 54 32 48 80
24128
chrishayuk
Enables comprehensive control of iOS simulators and real devices through AI ass…
D 54 43 60 28 N/A 29 92
24129
MightyDillah
Apple Doc MCP Claim 1
A Model Context Protocol server that provides AI coding assistants with direct …
D 54 44 49 31 54 82
24130
ag2-mcp-servers
An MCP Server that provides a conversational interface to the DoubleClick Bid M…
D 54 43 45 50 N/A 21 95
24131
RMRanjit
Enables AI assistants to create, validate, and visualize ArchiMate 3.2 enterpri…
D 54 44 64 15 48 84
24132
zafjhgbv
mcp Claim
D 54 43 50 43 N/A 21 95
24133
RobThePCGuy
An MCP server that enables patent creation and analysis, including regulation s…
D 54 43 64 0 N/A 62 90
24134
pragnakar
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-To…
D 54 43 48 22 N/A 52 95
24135
addhe
Enables interaction with Google Cloud Platform services through gcloud CLI comm…
D 54 44 50 38 44 81
24136
hoangsonww
📰 An automated, multi-agent research ops AI pipeline that gathers daily AI news…
D 54 43 64 12 N/A 41 95
24137
amansingh63
DBHub Analytics Claim 2
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
D 54 33 45 N/A N/A 60 61
24138
digitalgreenorg
Enables AI agents to access real-time and historical weather data through multi…
D 54 44 48 58 25 81
24139
ronitjadhav
GeoServer MCP Server Claim 1
A Model Context Protocol (MCP) server that exposes GeoServer REST API functiona…
D 54 43 49 31 55 83
24140
elblanco2
HostBridge MCP Server Claim 1
An MCP server that helps novice developers deploy web applications through conv…
D 54 44 45 41 49 80
24141
rajpdus
mcp-histfile Claim
A powerful tool for exploring, searching, and managing your shell command histo…
D 54 43 60 18 N/A 36 95
24142
mcp-bridge
LocalFS MCP Server Claim
Provides sandboxed access to local filesystem operations including directory an…
D 54 43 60 27 N/A 27 95
24143
bircher988
Operationalizes Seth Godin's Permission Marketing framework to manage user trus…
D 54 43 42 52 N/A 25 92
24144
mastercode-io
An MCP server for Zoho Creator's Scaflog application that provides note managem…
D 54 43 41 63 N/A 17 90
24145
lqszhsp
Screen Agent Claim
A Windows desktop automation MCP server that enables UI recognition through OCR…
D 54 43 54 36 N/A 22 95
24146
zeikar
KiMCP Claim
Integrates Korean APIs (Naver, Kakao, TMAP) into LLM applications for search, m…
D 54 43 60 17 N/A 43 90
24147
aegis-zk
Aegis-ZK Claim
On-chain trust verification for AI agent tools. Agents query skill attestations…
D 54 44 60 32 35 81
24148
o2-exchange
Enables AI agents to interact with the o2 Exchange on the Fuel Network to perfo…
D 54 44 60 41 27 81
24149
yubraaj11
ffmpeg-mcp Claim
Enables comprehensive video and audio processing using FFmpeg, supporting tasks…
D 54 43 54 36 N/A 30 90
24150
kayesFerdous
Enables interaction with Google Calendar through OAuth 2.0 authentication. Supp…
D 54 44 60 45 21 81
Showing 24101–24150 of 67226 servers
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