MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3451
deepset-ai
hayhooks Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 55 90 38 N/A 82 82 93
3452
nhevers
A persistent memory server for Claude Code that captures session context and to…
B 76 54 84 58 N/A 50 90 93
3453
ideook
Revit MCP Server Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 55 66 100 N/A 38 95 70
3454
SnotacusNexus
Enables automated web research and intelligence gathering through recursive web…
B 76 54 88 55 N/A 46 95 90
3455
openpharma-org
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
B 76 55 96 53 55 80 90
3456
bilhasry-deriv
Provides web accessibility analysis and color blindness simulation using axe-co…
B 76 55 84 100 N/A 42 95 42
3457
newideas99
RAT MCP Server Claim 1
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
B 76 55 90 68 45 81 87
3458
littlebearapps
viewpo-mcp Claim
Provides AI assistants with visual feedback for responsive web design by captur…
B 76 54 66 75 N/A 53 92 91
3459
jun-omise
Enables comprehensive payment processing through Omise APIs including charges, …
B 76 55 86 62 43 81 98
3460
lacausecrypto
A unified MCP server that aggregates 32 sports API providers into a single serv…
B 76 44 72 60 75 97
3461
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3462
kentaroh7777
A comprehensive MCP server for unified email management that supports both Gmai…
B 76 54 86 62 N/A 29 95 96
3463
Hawstein
MCP Server Reddit Claim 1
A server allowing interaction with Reddit via the public API, enabling browsing…
B 76 55 90 100 48 81 46
3464
ddang-jung
Jenkins MCP Server Claim 1
Enables interaction with Jenkins to manage jobs, trigger builds with parameters…
B 76 55 92 66 36 76 98
3465
priyankark
a11y-mcp Claim 1
An MCP (Model Context Protocol) server for performing accessibility audits on w…
B 76 55 94 100 47 80 40
3466
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3467
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3468
appler1009
Meta MCP Search Claim
Provides a semantic search interface that enables discovery and routing across …
B 76 55 94 62 30 81 100
3469
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3470
jrenaldi79
sidecar Claim
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
B 76 54 96 28 N/A 75 90 94
3471
tvh
Saffron MCP Server Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 55 82 70 47 81 92
3472
stevengonsalvez
A lightweight, file-based server for managing and serving personal prompt templ…
B 76 54 72 65 N/A 57 90 94
3473
jachy-h
Jachy MCP Server Claim
A centralized automation hub that provides a unified interface for AI agents to…
B 76 55 84 75 30 81 97
3474
quartz-labs-dev
Pabal MCP Claim
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
B 76 54 94 53 N/A 32 95 95
3475
scottmreed
ChemCP Claim
MCP App that renders 2D molecular structures from SMILES using RDKit.js
B 76 54 72 70 N/A 41 90 100
3476
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3477
BUGG1N
Cortex MCP Server Claim
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
B 76 55 94 82 N/A 59 95 39
3478
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 55 66 87 N/A 20 95 100
3479
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3480
someposer
MCP OmniFocus Claim 2
A Model Context Protocol server that enables automation and management of OmniF…
B 76 55 53 100 N/A 41 95 85
3481
oleksiitrembach
Gigaspec Claim
An AI-native specification framework that enables deep requirements analysis an…
B 76 55 84 62 60 80 88
3482
reeeeemo
ancestry-mcp Claim 1
Allows the AI to read .ged files and genetic data
B 76 54 84 56 N/A 50 89 95
3483
guangxiangdebizi
Windows System MCP Claim 2
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 76 55 100 100 N/A 35 82 39
3484
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3485
ConAcademy
buttplug-mcp Claim
Buttplug.io Model Context Protocol (MCP) Server
B 76 54 68 60 N/A 70 92 92
3486
mayorandrew
Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI acc…
B 76 54 70 72 N/A 60 95 81
3487
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3488
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3489
ebowwa
Xcode MCP Server Claim 2
Provides programmatic access to Xcode functionality, enabling AI assistants to …
B 76 55 94 75 N/A 46 95 57
3490
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3491
samihalawa
Google Ads MCP Server Claim 1
Enables programmatic management of Google Ads campaigns, allowing users to moni…
B 76 55 94 100 49 81 41
3492
mikechao
artic-mcp Claim
A server that provides access to the Art Institute of Chicago Collection throug…
B 76 55 82 60 61 81 94
3493
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3494
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3495
spences10
Enables efficient web search integration with Jina.ai's Search API, offering cl…
B 76 55 78 70 56 80 91
3496
rohanrav
Screeny MCP Server Claim
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
B 76 54 72 65 N/A 44 95 100
3497
rfrye
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
B 76 54 86 51 N/A 43 92 100
3498
ssdeanx
op-ai-mcp Claim
B 76 54 78 61 N/A 58 90 89
3499
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3500
KevinRabun
An MCP server that provides access to FedRAMP 20x security requirements and con…
B 76 55 55 82 N/A 66 95 86
Showing 3451–3500 of 67181 servers
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