MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
19501
Epistates
TurboMCP Claim
TurboMCP SDK: Enterprise MCP SDK in Rust
C 67 43 56 43 N/A 82 92
19502
avrabe
mcp-loxone Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
C 67 43 60 45 N/A 78 90
19503
karthikravva
MCP Energy Hub Claim
Provides real-time US power grid intelligence and carbon intensity data to enab…
C 67 44 72 66 43 78
19504
shuymn
gh-mcp Claim
A GitHub CLI extension that seamlessly runs the github-mcp-server using your ex…
C 67 43 60 45 N/A 79 88
19505
willibrandon
pixel-mcp Claim 1
MCP server for creating pixel art with Aseprite through AI assistants. Supports…
C 67 43 75 23 N/A 77 95
19506
AngusHsu
Provides traditional Chinese lunar calendar information including auspicious da…
C 67 44 84 25 75 83
19507
markster-exec
A comprehensive business management suite that integrates CRM, sales intelligen…
C 67 44 96 42 35 81
19508
otaviocc
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
C 67 33 48 N/A N/A 61 95
19509
AI-QL
chat-ui Claim
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML Fil…
C 67 33 48 N/A N/A 63 95 HT
19510
mjrestivo16
Kubernetes MCP Server Claim 1
Enables AI assistants to interact with Kubernetes clusters through 50 specializ…
C 67 44 94 47 42 71
19511
refmdio
Enables chatbots to browse, search, create, and edit Markdown documents stored …
C 67 44 78 66 30 81
19512
hechtcarmel
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistant…
C 67 33 54 N/A N/A 53 95
19513
Warezloder
vSphere-MCP-Pro Claim
Enables secure management of VMware vCenter 8.0+ environments through controlle…
C 67 44 56 73 61 81
19514
nizovtsevnv
MCP server for Outline knowledge base implemented on Rust as one statically lin…
C 67 44 71 42 73 81
19515
BlockchainRev
Apollo MCP Server Claim 1
Enables sales intelligence and outreach automation through Apollo.io's 275M+ co…
C 67 44 88 38 49 82
19516
ecatchup
Model Context Protocol server implementation for operating baserCMS that enable…
C 67 44 66 67 49 81
19517
xemantic
Adapting xemantic-ai-tool-schema to Model Context Protocol kotlin-sdk Tool input
C 67 33 54 N/A N/A 52 95
19518
Yoryoboy
ArcaMCP Claim
Servidor MCP para AFIP/ARCA: automatiza certificados, autorización de Web Servi…
C 67 43 72 62 N/A 33 90
19519
INGIPSA
Kitsu MCP Server Claim
Connects AI assistants to the Kitsu open-source production management platform …
C 67 44 76 61 43 80
19520
VertexStudio
developer Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
C 67 43 66 61 N/A 45 90
19521
bromoket
x64dbg Claim 1
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
C 67 43 57 61 N/A 56 95 C
19522
suekou
mcp-notion-server Claim
Interacting with Notion API
C 67 43 78 25 N/A 67 95
19523
promptexecution
just-mcp Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
C 67 43 48 58 N/A 80 90
19524
ivossos
Enables interaction with Oracle EPM Cloud Financial Consolidation and Close (FC…
C 67 44 84 63 29 80
19525
Lyellr88
marm-mcp-server Claim
Universal MCP Server with advanced AI memory capabilities and semantic search.
C 67 43 54 58 N/A 68 90
19526
rach
Serves markdown instructions as tools to provide LLMs with team playbooks, codi…
C 67 44 86 57 32 81
19527
0x1NotMe
AroFlo MCP Claim
A production-ready MCP server that enables interaction with the AroFlo API to m…
C 67 44 72 72 40 77
19528
VouchlyAI
pincer Claim 1
Secure grip for your agent's secrets - security-hardened MCP gateway with proxy…
C 67 43 56 66 N/A 64 84
19529
Platano78
Smart-AI-Bridge Claim
Intelligent AI routing and integration platform for seamless provider switching
C 67 43 60 43 N/A 72 95
19530
alexgoller
Illumio MCP Server Claim 1
A Model Context Protocol server that enables conversational AI interaction with…
C 67 44 77 66 35 80
19531
freelancer
phabricator-mcp Claim 2
MCP server for Phabricator
C 67 43 65 53 N/A 56 92
19532
containers
kubernetes-mcp-server Claim 1
A Model Context Protocol (MCP) server for Kubernetes and OpenShift
C 67 43 63 32 N/A 84 95
19533
ai-of-mine
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
C 67 44 56 70 62 82
19534
PromptExecution
Expose curated Justfile recipes via MCP for safe deterministic automation.
C 67 43 48 58 N/A 82 90
19535
amaterous
picoli-mcp Claim 1
MCP server for picoli.site - URL shortening and click analytics for AI agents
C 67 43 63 71 N/A 32 95
19536
TAgents
Enables AI agents to create, manage, and search hierarchical plans with phases,…
C 67 44 84 41 54 80
19537
openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
C 67 44 80 40 60 82
19538
getdatanaut
openmcp Claim
Turn any openapi file into an mcp server, with just the tools you need.
C 67 43 54 60 N/A 67 92
19539
Rbfinch
Hindsight MCP Claim 1
MCP server for AI-assisted coding with development history: git, tests, Copilot.
C 66 43 75 18 N/A 79 95
19540
egoughnour
cowork-history Claim
Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors
C 66 43 76 31 N/A 66 87
19541
maricoxu
A unified remote terminal management server that simplifies complex SSH connect…
C 66 44 78 60 32 81
19542
isac322
kwin-mcp Claim 2
MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland -- 30 tools…
C 66 43 73 26 N/A 76 90
19543
bethington
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
C 66 43 94 26 N/A 51 84
19544
get-convex
Convex’s MCP server lets you introspect tables, call functions, and read/write …
C 66 44 56 68 58 81
19545
lianshuang-photo
Model Context Protocol server that enables AI assistants like Claude to access …
C 66 44 66 72 42 80
19546
ProCreations-Official
Second Opinion MCP Claim
Enables Claude to consult over 17 AI platforms and 800,000+ models to provide a…
C 66 44 84 58 25 81
19547
mybytecode
supabase Claim
C 66 43 54 62 N/A 57 92
19548
johnmatthewtennant
mcp-voice-hooks Claim
Voice Mode for Claude Code
C 66 43 78 35 N/A 46 95
19549
apecloud
K8s MCP Server Claim
Enables LLMs like Claude to securely execute Kubernetes CLI tools (kubectl, hel…
C 66 44 54 65 67 80
19550
chweyun
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
C 66 44 78 68 25 81
Showing 19501–19550 of 30006 servers
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