MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
flutterninja9
Better Fetch Claim 1
A Model Context Protocol server that intelligently fetches and processes web co…
B 71 55 63 100 50 81 52
7152
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
7153
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
7154
narumiruna
Provides comprehensive access to Taiwan's Legislative Yuan data including bills…
B 71 55 66 58 57 84 89
7155
mattreya
Playwright MCP Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 55 62 100 52 81 52
7156
flydev-fr
mcp-delphi Claim 1
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
B 71 55 78 82 N/A 63 87 37
7157
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
7158
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
7159
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 55 78 61 23 81 100
7160
drQedwards
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
B 71 54 72 31 N/A 72 95 91
7161
fyimail
WhatsApp Web MCP Claim
A bridge that connects WhatsApp Web to AI models using the Model Context Protoc…
B 71 55 78 46 46 80 100
7162
YUChoe
Enables comprehensive SQLite database operations including CRUD operations, sch…
B 71 54 72 61 N/A 30 95 86
7163
NakiriYuuzu
MSSQL MCP Server Claim
Enables interaction with Microsoft SQL Server databases through a Model Context…
B 71 55 60 62 70 81 88
7164
nahmanmate
Enables enterprise-grade authentication management with secure credential handl…
B 71 55 78 56 38 80 95
7165
rasdaman
Enables natural language interaction with rasdaman multidimensional databases b…
B 71 55 82 35 63 80 98
7166
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
7167
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 55 84 62 22 81 92
7168
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
7169
nickels
Provides semantic search and intelligent access to SAP AI Core documentation fo…
B 71 55 78 83 N/A 26 95 58
7170
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
7171
patgpt
DAI MCP Server Claim
Provides persistent memory capabilities through Neo4j graph database integratio…
B 71 55 60 72 45 81 92
7172
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
7173
yunusj
Provides security assessment methodology, tool documentation, and step-by-step …
B 71 55 56 72 50 81 94
7174
tizee
Unix Manual Server Claim 1
Provides Unix command documentation directly within Claude conversations, allow…
B 71 55 66 71 37 78 97
7175
rakshitha2207
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
B 71 55 72 71 21 80 99
7176
spencerf2
Enables comprehensive management of Anki decks and notes through the Model Cont…
B 71 54 72 58 N/A 30 90 97
7177
steel-dev
steel-mcp-server Claim 1
MCP Server for interacting with a Steel web browser
B 71 54 81 40 N/A 40 95 92
7178
gabrielrojasnyc
HR MCP Server Claim 1
A Model Context Protocol server that enables Claude Desktop to access structure…
B 71 54 69 58 N/A 45 92 85
7179
aahl
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
B 71 55 51 100 N/A 74 95 33
7180
nbbaier
MCP-Turso Claim 1
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
B 71 55 63 70 45 76 100
7181
WoodSong
Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation,…
B 71 54 78 58 N/A 21 95 92
7182
Maharshi2708
Stocks MCP Server Claim
Provides real-time access to financial market data including stock quotes, comp…
B 71 55 78 65 24 80 98
7183
oregpt
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
B 71 55 78 75 22 81 83
7184
pongsapakl
Enables management of Apple Reminders on macOS, including creating, updating, a…
B 71 54 76 38 N/A 47 95 95
7185
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
7186
sniper35
Enables management of Verda Cloud GPU instances through Claude, allowing users …
B 71 55 60 82 24 81 99
7187
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 55 78 68 25 82 92
7188
berthojoris
A secure MySQL Model Context Protocol server that enables AI agents to interact…
B 71 55 84 58 28 76 96
7189
tokenizin
Fetch MCP Server Claim 2
Provides functionality to fetch web content in various formats, including HTML,…
B 71 55 90 47 19 83 100
7190
2niuhe
qrcode_mcp Claim 1
A QR code generation MCP server that converts any text (including Chinese chara…
B 71 54 72 53 N/A 43 92 91
7191
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
7192
cskwork
A BM25-based MCP server that enables document search and retrieval across struc…
B 71 55 84 57 24 82 95
7193
vog01r
Enables managing Google Cloud Platform infrastructure through natural language,…
B 71 55 90 51 28 81 92
7194
Alfex4936
kospell Claim
한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp
B 71 54 56 57 N/A 52 95 95
7195
ramborau
Automatically converts Postman API collections into MCP-compatible tools for AI…
B 71 55 78 65 21 81 100
7196
sworddut
A Model Context Protocol (MCP) server that allows AI models to safely access an…
B 71 55 80 95 N/A 40 95 27
7197
kodaimaehata
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
B 71 55 66 100 N/A 41 95 41
7198
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
7199
chacebot
MCP Xcode Server Claim 2
An MCP server that provides tools for programmatically interacting with Xcode p…
B 71 54 71 50 N/A 46 87 99
7200
Ray0907
arXiv MCP Server Claim
Enables searching and retrieving academic papers from arXiv with support for ad…
B 71 55 76 56 45 80 91
Showing 7151–7200 of 66455 servers
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