MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 3 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6551
am2rican5
Integrates Google Calendar with AI assistants through the Model Context Protoco…
B 72 55 66 71 50 81 90
6552
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
6553
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
6554
bzsasson
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
B 72 54 78 37 N/A 48 95 98
6555
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6556
amranu
Provides access to all 471+ DigitalOcean API endpoints through an MCP server th…
B 72 55 92 75 22 81 73
6557
rsdouglas
janee Claim
Secure secrets proxy for AI agents — manages API keys so agents never see raw c…
B 72 54 64 33 N/A 84 95 93
6558
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6559
armanzeroeight
A server that enables interaction with Octopus Deploy through the Model Context…
B 72 55 80 43 53 81 100
6560
RealDealCPA-VR
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
B 72 54 80 55 N/A 21 95 96
6561
pipethedev
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
B 72 55 84 65 44 81 79
6562 B 72 54 62 66 N/A 40 90 95
6563
Atomic-Germ
mcp-resonance Claim
Monitors and analyzes interactions between MCP servers to detect emergent patte…
B 72 55 86 87 N/A 29 95 43
6564
lincw
CWA MCP Server Claim 1
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
B 72 55 80 100 40 82 40
6565
jplwunder
Provides read-only access to PostgreSQL databases with schema inspection, query…
B 72 55 84 66 24 81 92
6566
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
6567
BretMeraki
Extracts and summarizes learning content from YouTube videos, PDFs, and web art…
B 72 55 78 100 N/A 21 95 44
6568
j0hanz
Todokit MCP Server Claim
A task management and productivity tool that enables creating, updating, filter…
B 72 54 66 67 N/A 33 95 93
6569
TehilaTheStudent
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
B 72 54 66 72 N/A 32 84 100
6570
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
6571
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
6572
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 54 78 41 N/A 40 95 98
6573
flesler
MCP Tools Claim
A comprehensive MCP server providing tools for AI agents to interact with code,…
B 72 55 78 100 49 81 41
6574
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6575
DynamicEndpoints
Enables interaction with Microsoft Bookings through the Microsoft Graph API to …
B 72 55 78 66 23 81 100
6576
satinath-nit
AI assistant application that integrates FastMCP server with MongoDB Atlas know…
B 72 54 72 60 N/A 21 95 99
6577
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6578
G3sparky
A Windows-native MCP server that enables users to paste images, Excel tables, r…
B 71 54 84 56 N/A 24 87 93
6579
tizee
Unix Manual Server Claim 1
Provides Unix command documentation directly within Claude conversations, allow…
B 71 55 66 71 37 78 97
6580
kristijan-rotim
An MCP server for managing Maven dependency versions using direct metadata pars…
B 71 55 85 100 24 81 44
6581
saarkia
A write-enabled extension for the official Braze MCP server that allows users t…
B 71 55 90 42 48 81 88
6582
cfsandoval
An MCP server that enables LLMs to interact with the Moodle platform to manage …
B 71 55 63 68 41 81 100
6583
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
6584
markswendsen-code
yelp Claim 2
MCP server for Yelp - search businesses, read reviews, make reservations
B 71 54 75 57 N/A 32 90 94
6585
devqxi
Pub.dev MCP Server Claim
Enables AI assistants to search, analyze, and retrieve detailed information abo…
B 71 55 88 75 57 81 43
6586
Alfex4936
kospell Claim
한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp
B 71 54 56 57 N/A 52 95 95
6587
ytzlax
Firebase Realtime Database
B 71 54 66 65 N/A 43 89 89
6588
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6589
eeharumt
A TypeScript-based server that provides debugging and management capabilities f…
B 71 55 72 66 38 81 90
6590
cyq1017
Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS …
B 71 54 72 56 N/A 30 95 91
6591
SunflowersLwtech
mcp_creator_growth Claim
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
B 71 54 60 57 N/A 60 92 85
6592
nkyy
Provides automatic desktop notifications and contextual sounds for Claude Code …
B 71 55 90 83 N/A 23 95 40
6593
terryso
mcp-pinterest Claim
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
B 71 55 84 83 66 81 32
6594
PromptMixerDev
Enables AI assistants to search documentation of packages and services to find …
B 71 55 84 66 18 81 91
6595
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
6596
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6597
MediaPublishing
mcp-manager Claim 1
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
B 71 54 90 32 N/A 44 87 96
6598
bobtista
Create videos and images using Luma AI, this MCP server handles all API functio…
B 71 55 84 82 22 81 66
6599
SmartManoj
telegram-bot-mcp Claim
Send messages and notifications to Telegram chats from your workflows. Deliver …
B 71 54 54 71 N/A 26 95 100
6600
dcSpark
MCP Crypto Wallet EVM Claim 1
Provides Claude with access to Ethereum and EVM-compatible blockchain operation…
B 71 55 78 91 47 71 57
Showing 6551–6600 of 33379 servers
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