MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14251
asrvd
Flux Claim
An AI-powered MCP server that enables natural language interaction with AO (Arw…
D 53 66 68 55 0 25 81 86
14252
MertArtun
WeatherMCP Claim
Provides weather information using Open-Meteo API without requiring an API key.…
D 53 55 42 27 19 81 97
14253
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14254
birdseyevue
DaisyUI MCP Server Claim
A token-efficient local MCP server that exposes DaisyUI component documentation…
D 53 64 60 21 0 62 95 94
14255
dragonkhoi
Ramp MCP Claim 1
An MCP server that connects to the Ramp API, allowing users to interact with th…
D 53 66 57 61 0 37 81 83
14256
cyberimaginationsi-gif
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
D 53 55 54 41 30 81 55
14257
9renbufu
Weather MCP Server Claim 1
Provides real-time weather information for global locations and 12 major Chines…
D 53 55 54 0 45 82 89
14258
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
14259
hustcc
mcp-icon Claim
A Model Context Protocol (MCP) server for semantic SVG icon search. Generate in…
D 53 66 88 10 0 48 81 95
14260
arjunkmrm
arjunkmrm-watch2 Claim
Get the current time in your chosen timezone. Browse available continents and r…
D 53 66 58 57 0 26 81 96
14261
ErickWendel
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel…
D 53 66 67 32 0 61 81 88
14262
noahgsolomon
A Model Context Protocol server enabling AI assistants to create, buy, and sell…
D 53 64 45 63 0 26 95 92
14263
hamcommania-design
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 53 64 54 71 0 26 95 66
14264
Ethan2298
Enables semantic search over local notes and documents using natural language q…
D 53 64 76 26 0 23 95 92
14265
MeetRathodNitsan
MCP AI Server Claim
A modular tool that combines RAG-based retrieval with Pinecone vector storage t…
D 53 54 48 22 N/A 23 95 75
14266
VIONWILLIAMS
A human-machine collaboration platform that manages team members and tasks usin…
D 53 66 72 42 0 32 82 86
14267
juanibiapina
mcpli Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
D 53 66 84 40 0 58 82 54
14268
Puliczek
mcp-memory Claim
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf…
D 53 66 66 58 0 30 81 82 HT
14269
ismailbl72
Allows users to search for academic conferences and events from WikiCFP by keyw…
D 53 55 44 31 16 83 88
14270
guibracco
An MCP server that enables AI assistants to interact with PostgreSQL databases …
D 53 55 47 20 30 69 100
14271
adityasaravana
Caltrain Claim
"A Model Context Protocol (MCP) server that promises to tell you exactly when t…
D 53 64 66 32 0 38 95 91
14272
saidsurucu
Marka Patent MCP Claim
Enables LLMs to search and retrieve detailed information from the Turkish Paten…
D 53 66 60 10 47 28 76 94
14273
clarenous
VeyraX MCP Claim
Provides unified access to all tools integrated with the VeyraX platform throug…
D 53 66 68 53 0 25 80 88
14274
kaisumi
Weather MCP Claim 1
A Model Context Protocol server that provides current weather information and 3…
D 53 55 45 41 23 81 70
14275
roboulos
A simplified Model Context Protocol server that enables Claude to interact with…
D 53 66 72 36 0 33 81 93
14276
yakub268
Kalshi MCP Server Claim
Enables users to search, analyze, and trade on Kalshi prediction markets direct…
D 53 64 70 31 0 66 67 94
14277
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14278
x-mahar
Enables Claude Desktop to send emails through Mailjet's API using the Model Con…
D 53 66 80 41 0 18 81 94
14279
ow-enj
An MCP server that automatically transcribes video content and burns stylized c…
D 53 66 45 72 0 25 81 96
14280
ag2-mcp-servers
An MCP server that allows users to get global time information via Interzoid's …
D 53 55 45 27 21 80 89
14281
aki-kii
MCP UUID Server Claim
A simple service that generates random UUIDs when requested through Claude Desk…
D 53 54 42 12 N/A 23 95 94
14282
viswajit2304
UNO Game MCP Server Claim 1
An MCP server that enables LLMs to participate in a multi-player UNO card game …
D 53 55 57 0 32 81 97
14283
fgasparetto
ChipsNews MCP Server Claim 1
MCP server for ChipsNews — manage news sources, articles, and triggers
D 53 66 55 56 0 47 70 96
14284
shineliang
A Model Context Protocol server that enables querying attendance information an…
D 53 55 45 27 16 80 95
14285
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14286
ThingsPanel
ThingsPanel MCP Claim 1
An integration server that connects AI models with ThingsPanel IoT platform, al…
D 53 55 66 43 58 78 16
14287
Danii2020
Weather MCP Server Claim
Provides real-time weather forecasts and alerts by fetching data from the Natio…
D 53 55 54 35 22 81 69
14288
jjjtyy666
A FastMCP-powered server for accessing curated travel spot data from a PostgreS…
D 53 55 48 27 27 82 81
14289
xiaobenyang-com
Public-Promo Claim
A lightweight, database-free, configuration-free HTTP proxy server with built-i…
D 53 64 72 38 0 45 95 68
14290
umamaheswararao04
LeaveManager Claim 1
A Model Context Protocol server that enables users to manage employee leave thr…
D 53 55 39 20 27 83 100
14291
docleaai
Doclea MCP Claim
Provides persistent memory for AI coding assistants, storing and retrieving arc…
D 53 66 72 25 0 58 80 92
14292
ag2-mcp-servers
Stellastra MCP Server Claim 1
An MCP Server that enables multi-agent conversation interactions with the Stell…
D 53 55 45 60 21 81 51
14293
naren8642
Duffel MCP Server Claim 2
An MCP server that integrates the Duffel flights API to enable flight searching…
D 53 55 63 0 27 81 94
14294
HISHAN03
A Model Context Protocol server that provides various jokes (Chuck Norris, Dad …
D 53 66 41 65 0 41 81 93
14295
ag2-mcp-servers
An MCP server that enables interaction with Nexmo's Messages API, allowing agen…
D 53 55 45 63 21 76 53
14296
Pedrohmlara
An MCP server that provides country-related data from the REST Countries API, a…
D 53 66 57 65 0 21 81 91
14297
team-plask
3D-MCP Claim
A universal Model Context Protocol implementation that serves as a semantic lay…
D 53 54 72 26 N/A 42 90 28
14298
theoddden
terradev Claim
Complete GPU infrastructure for Claude Code — 192 MCP tools for provisioning, t…
D 53 64 96 26 0 53 75 70
14299
ASH1998
Excel Explorer Claim 1
An MCP server that allows LLMs to read, analyze, and interact with Excel files …
D 53 55 47 20 23 81 91
14300
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
Showing 14251–14300 of 66502 servers
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