MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14301
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
14302
mshojaei77
ReActMCP Claim 1
ReActMCP is a reactive MCP client that empowers AI assistants to instantly resp…
D 53 66 67 46 0 29 77 99
14303
adiletD
A Model Context Protocol server that enables querying feature suggestions from …
D 53 55 39 32 23 81 88
14304
arjunkmrm
arjunkmrm-ahoy2 Claim
Create friendly greetings by name, with an optional pirate tone. Explore the or…
D 53 66 56 57 0 21 82 100
14305
stayce
partd-mcp Claim 1
CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.
D 53 66 72 57 0 47 82 61
14306
ismailbl72
Allows users to search for academic conferences and events from WikiCFP by keyw…
D 53 55 44 31 16 83 88
14307
waystation-ai
wrike Claim
Manage projects, tasks, and workflows with Wrike project management.
D 53 66 88 10 0 40 81 100
14308
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
14309
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
14310
shineliang
A Model Context Protocol server that enables querying attendance information an…
D 53 55 45 27 16 80 95
14311
sigaihealth
The RealVest MCP (Model Context Protocol) server enables AI assistants like Cla…
D 53 66 72 67 0 53 81 44
14312
iclickfreedownloads
Enables searching Airbnb listings with advanced filtering (location, dates, gue…
D 53 66 90 10 0 50 81 92
14313
lwsinclair
Provides access to markdown documentation for local NPM, Go, and PyPi packages …
D 53 54 54 33 N/A 48 87 40
14314
diegogfhjk
InventarioDB Claim
A small MCP server that manages a product inventory using SQLite, providing CRU…
D 53 54 42 32 N/A 21 95 73
14315
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
14316
wyccywwyc
Enables sending emails through SMTP with support for multiple recipients, attac…
D 53 55 48 27 27 78 82
14317
Fewsats
Agora MCP Claim 1
An MCP server that connects AI assistants to SearchAgora, enabling users to sea…
D 53 55 43 22 27 80 94
14318
maximdx
Provides OCR capabilities to extract text from PDF documents using Tesseract, w…
D 53 55 48 22 18 81 94
14319
muxinc
mcp Claim 1
The official MCP Server for the Mux API
D 53 66 96 10 0 88 52 87
14320
yushinna
A Model Context Protocol server that enables natural language-driven screenshot…
D 53 54 33 28 N/A 16 95 93
14321
augmnt
Augments MCP Server - A comprehensive framework documentation provider for Clau…
D 53 66 66 33 0 56 81 89
14322
anntsmart
Automatically discovers and tests MCP services for security vulnerabilities inc…
D 53 66 74 46 0 24 81 88
14323
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
14324
AlexuLag
A simple MCP server that provides a tool called 'chistecitos' to fetch random C…
D 53 55 42 27 21 83 91
14325
konarkm
Bridges Parallel's Monitor API with Poke to receive SMS notifications when web …
D 53 66 54 50 0 42 81 95
14326
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
14327
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
14328
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
14329
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
14330
tienngang
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 53 66 54 71 0 21 81 86
14331
fishcoderman
Enables users to measure, track, and compare response times of GitHub Copilot a…
D 53 54 42 23 N/A 16 92 88
14332
sensormcp
SensorMCP Server Claim 1
An MCP server that enables automated dataset creation and custom object detecti…
D 53 54 39 27 N/A 23 92 84
14333
chuangsiaihub
Provides real-time content security for large language models by identifying an…
D 53 66 48 67 0 41 80 84
14334
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
14335
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
14336
Ethan2298
Enables semantic search over local notes and documents using natural language q…
D 53 64 76 26 0 23 95 92
14337
nestr-dev
mcp Claim
Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.
D 53 66 96 10 0 53 81 79
14338
es3154
Turf-MCP Claim
Provides comprehensive geospatial analysis capabilities through Turf.js, enabli…
D 53 55 50 36 46 81 51
14339
HISHAN03
A Model Context Protocol server that provides various jokes (Chuck Norris, Dad …
D 53 66 41 65 0 41 81 93
14340
InSIkHwang
Naver Flight MCP Claim
A Model Context Protocol (MCP) server built with mcp-framework that provides to…
D 52 64 48 65 0 26 95 78
14341
sainath1420
A server implementation demonstrating how AI models can interact with external …
D 52 55 44 30 16 81 85
14342
DevReev
A starter template for creating MCP servers that work with Puch AI, including b…
D 52 66 54 67 0 41 81 73
14343
mehrshadshams
CopilotMCP Claim
A collection of MCP servers built with FastMCP framework that handle various ta…
D 52 54 60 12 N/A 19 95 65
14344
cympfh
QR Code MCP Server Claim 1
Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via M…
D 52 54 46 25 N/A 27 90 70
14345
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14346
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14347
oleksii-donets
simple_mcp Claim
A Test MCP server that provides tools, promts and resources
D 52 54 42 0 N/A 32 92 100
14348
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
D 52 54 24 31 N/A 19 95 94
14349
Waldzell-Agentics
Mapbox MCP Server Claim
Provides AI applications with geospatial intelligence through Mapbox APIs, enab…
D 52 66 86 10 0 57 78 87
14350
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
Showing 14301–14350 of 57357 servers
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