MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21451
daedalus
mcp-zmq Claim 1
MCP server for ZMQ messaging
C 65 33 39 N/A N/A 67 95
21452
mcp-security-standard
MCP Server Security Standard (MSSS): an open, testable security control standar…
C 65 33 54 N/A N/A 42 95
21453
akash143antor
vision-mcp Claim 2
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
C 65 33 63 N/A N/A 30 95
21454
ZLeventer
Marketo Claim 1
MCP server for Marketo — 32 tools for leads, programs, emails, forms, lists, an…
C 65 33 57 N/A N/A 54 83
21455
kw510
strava-mcp Claim 1
An MCP server for Strava, an app for tracking physical exercise
C 65 44 67 63 49 78
21456
daviddraiumbrella
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
C 65 44 96 40 27 81
21457
PushPullCommitPush
ML Lab MCP Claim 1
Transforms AI assistants into a full ML engineering environment for training an…
C 65 44 96 41 30 78
21458
daedalus
mcp-stl Claim 1
MCP server for editing STL 3D model files
C 65 33 39 N/A N/A 67 95
21459
markswendsen-code
crunchyroll Claim 2
MCP server for Crunchyroll anime streaming - search anime, manage watchlist, tr…
C 65 33 63 N/A N/A 29 95
21460
mckinsey
vizro-mcp Claim
Tools and templates to create validated and maintainable data charts and dashbo…
C 65 43 60 30 N/A 79 96
21461
jaivardhan1209
Enables comprehensive feature engineering for classification datasets with auto…
C 65 33 66 N/A N/A 25 95
21462
tobiasGuta
shodan-mcp Claim
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
C 65 33 66 N/A N/A 25 95
21463
HenriqueCSouzza
Obsidian MCP Local Claim
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
C 65 33 60 N/A N/A 35 95
21464
MagoDev
Outlook MCP Server Claim
Enables AI-powered email management for Microsoft Outlook through natural langu…
C 65 33 60 N/A N/A 33 95
21465
CDataSoftware
QuickBooks MCP Server by CData
C 65 33 58 N/A N/A 36 95
21466
popechia
ABANCA MCP Server Claim
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
C 65 33 62 N/A N/A 32 95
21467
QuantGeekDev
Provides tools for AI agents to search, browse, and retrieve the full documenta…
C 65 33 60 N/A N/A 35 95
21468
jsuarezruiz
This is a MCP designed to manage and interact with mobile devices and simulator…
C 65 33 58 N/A N/A 35 95
21469
emicklei
melrōse musical expression player
C 65 43 60 30 N/A 79 95
21470
dgageot
ast-grep Claim
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
C 65 44 78 48 48 80
21471
vectra-ai-research
Connects AI assistants to the Vectra AI security platform to enable intelligent…
C 65 44 56 67 48 86
21472
praveenc
kiro-powers Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
C 65 33 54 N/A N/A 43 95
21473
llnl
ParaView-MCP Claim
Integrates multimodal large language models with ParaView to enable the creatio…
C 65 43 82 30 N/A 48 90
21474
baidu-xiling
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
C 65 44 62 71 40 81
21475
heffrey78
D&D 5E MCP Server Claim 1
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
C 65 44 84 56 23 80
21476
pdogra1299
Bitbucket MCP Server Claim 1
An MCP server that enables interaction with Bitbucket repositories through the …
C 65 44 77 43 54 81
21477
OldJii
mcp-dock Claim
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. F…
C 65 33 52 N/A N/A 48 95
21478
Epistates
turbovault Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
C 65 43 60 33 N/A 78 92
21479
sdiehl
USolver Claim
A best-effort universal logic and numerical solver interface using MCP that imp…
C 65 43 54 56 N/A 68 87
21480
i-dream-of-ai
Enables AI assistants to interact with the QuantConnect cloud platform for algo…
C 65 44 84 38 46 81
21481
interzoid
MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/ad…
C 65 44 84 37 46 82
21482
tsvikas
Marvin MCP Server Claim
A server for managing and controlling Marvin, providing an interface for intera…
C 65 43 62 60 N/A 49 87
21483
sdiehl
A Model Context Protocol server that enables LLMs to autonomously perform symbo…
C 65 44 57 58 66 81
21484
christerso
civnode-mcp Claim 1
An MCP server for the CivNode 'slow web' social platform that enables interacti…
C 65 44 75 60 32 82
21485
Probably-Computers
Turns your Obsidian vault into an AI memory palace, enabling AI assistants to s…
C 65 43 48 57 N/A 66 92
21486
googleworkspace
dev-assist Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
C 65 43 58 50 N/A 65 89
21487
washyu
Homelab MCP Server Claim
Enables AI assistants to manage homelab infrastructure through automated servic…
C 65 44 64 46 73 81
21488
LinuxDevil
Create-MCP Claim
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
C 65 43 60 45 N/A 65 92
21489
luquimbo
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
C 65 44 60 67 48 81
21490
Kirachon
A local-first, agent-agnostic MCP server that provides semantic search, persist…
C 65 43 78 36 N/A 42 94
21491
PaddleHQ
Paddle MCP Server Claim 1
A Model Context Protocol server that provides tools for interacting with the Pa…
C 65 44 49 65 68 83
21492
wowinter13
solscan-mcp Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
C 65 43 64 68 N/A 27 92
21493
emmett-deen
Linear MCP Server Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
C 65 44 79 63 24 82
21494
iunera
druid-mcp-server Claim 1
AI-powered MCP server for Apache Druid cluster management and analytic
C 65 33 54 N/A N/A 72 75
21495
selvage-lab
selvage Claim
An LLM-based code review MCP server with AST-powered smart context extraction
C 65 43 60 43 N/A 65 95
21496
glonorce
YouTube MCP Claim
Provides production-grade tools for YouTube channel resolution, video metadata …
C 65 44 64 47 67 84
21497
felixgeelhaar
coverctl Claim
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
C 65 43 60 31 N/A 84 92
21498
mcp360
mTarsier Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
C 65 43 64 36 N/A 73 90
21499
TheRealFloatDev
agentsbestfriend Claim
MCP that provides fast, token-efficient tools for navigating, searching, and un…
C 65 33 60 N/A N/A 32 95
21500
CDataSoftware
Shopify MCP Server by CData
C 64 33 58 N/A N/A 34 95
Showing 21451–21500 of 33537 servers
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