MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3401
LAMENTIS1
Converts Markdown documents to PDF files with support for syntax highlighting, …
B 76 54 78 65 N/A 47 92 92
3402
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3403
Saik0s
Facilitates browser automation with custom capabilities and agent-based interac…
B 76 55 72 68 60 82 95
3404
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3405
TommyBez
A server that enables querying the dbt Semantic Layer through natural language …
B 76 55 84 70 40 81 94
3406
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
3407
yshan2028
mcp-pdf-reader Claim
B 76 54 78 56 N/A 44 95 99
3408
openpharma-org
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
B 76 55 96 53 55 80 90
3409
KevinRabun
An MCP server that provides access to FedRAMP 20x security requirements and con…
B 76 55 55 82 N/A 66 95 86
3410
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
3411
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3412
rykerwang
Automatically converts any OpenAPI specification into an MCP server, exposing a…
B 76 55 96 68 24 81 93
3413
nhevers
A persistent memory server for Claude Code that captures session context and to…
B 76 54 84 58 N/A 50 90 93
3414
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3415
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
3416
kbadinger
Enables task and project management in TickTick through natural conversation, s…
B 76 55 76 82 42 80 94
3417
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3418
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
3419
florianbuetow
IMAP Mini MCP Claim
A lightweight MCP server for interacting with IMAP email accounts to read messa…
B 76 55 90 62 39 82 97
3420
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3421
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 55 100 37 66 81 95
3422
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3423
chrisribe
Provides AI assistants with persistent memory across sessions using local SQLit…
B 76 55 70 83 N/A 52 95 75
3424
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
3425
vish288
mcp-coda Claim 1
Enables AI assistants to interact with Coda docs, pages, tables, rows, formulas…
B 76 54 57 68 78 83 100
3426
scenic-contrib
Scenic MCP Claim 2
A Model Context Protocol server that enables AI-driven automation and testing o…
B 76 54 75 58 N/A 54 92 99
3427
SnotacusNexus
Enables automated web research and intelligence gathering through recursive web…
B 76 54 88 55 N/A 46 95 90
3428
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
3429
AbdallahAHO
Connects AI assistants to Lokalise translation management platform with 59 tool…
B 76 55 82 51 78 81 92
3430
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
3431
lacausecrypto
A unified MCP server that aggregates 32 sports API providers into a single serv…
B 76 44 72 60 75 97
3432
kentaroh7777
A comprehensive MCP server for unified email management that supports both Gmai…
B 76 54 86 62 N/A 29 95 96
3433
Beerspitnight
MCP server for Spotify playlist curation and management. 18 tools for song anal…
B 76 54 79 47 N/A 57 95 100
3434
pasinskim
Mender MCP Server Claim 1
Enables AI assistants to interact with Mender IoT platform for device managemen…
B 76 55 84 75 28 82 100
3435
talvinder
Carrot AI PM Claim 1
Spec-driven development tool for AI coding assistants that generates specs, val…
B 76 54 84 66 N/A 55 90 76
3436
mcollina
An MCP server that enables AI assistants like Claude to help users manage their…
B 76 55 69 71 56 82 99
3437
bradfair
An MCP server for managing and activating persona templates and components by w…
B 76 54 75 68 N/A 43 90 100
3438
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 55 86 61 45 81 99
3439
madeinplutofabio
pic-standard Claim
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
B 76 54 58 75 N/A 62 95 91
3440
henryxu21
STDF MCP Server Claim
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
B 76 55 84 76 N/A 21 95 89
3441
x42en
sysplant Claim
Generates syscall code (C, C++, Rust, NIM) using various hooking methods, and i…
B 76 54 82 33 82 91 97 NI
3442
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3443
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 55 66 87 N/A 20 95 100
3444
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3445
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
3446
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
3447
oleksiitrembach
Gigaspec Claim
An AI-native specification framework that enables deep requirements analysis an…
B 76 55 84 62 60 80 88
3448
Shigakuresama
Canvas MCP Server Claim 1
Provides read-only access to Canvas LMS for students to retrieve courses, assig…
B 76 55 94 67 24 83 94
3449
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
3450
ConAcademy
buttplug-mcp Claim
Buttplug.io Model Context Protocol (MCP) Server
B 76 54 68 60 N/A 70 92 92
Showing 3401–3450 of 67181 servers
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