MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21901
FutureAtoms
AI-native orchestration layer with 80+ tools for task management, code editing,…
C 67 44 100 31 42 80
21902
WhiteNightShadow
camoufox-reverse-mcp Claim 1
An anti-detection browser MCP server designed for JavaScript reverse engineerin…
C 67 33 54 N/A N/A 53 95
21903
Izyuusya
japan-data-mcp Claim
日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
C 67 43 50 68 N/A 75 83
21904
makalin
SecureMCP Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
C 67 33 60 N/A N/A 42 95
21905
sunjoonkim
openslide-python Claim
C 67 33 56 N/A N/A 50 95
21906
maskelog
Roku MCP Server Claim
Enables AI agents to develop, test, and certify Roku applications by providing …
C 67 43 66 71 N/A 35 87
21907
getmockd
mockd Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
C 67 43 60 43 N/A 81 90
21908
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
21909
benswork-space
canido-mcp Claim
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
C 67 33 72 N/A N/A 37 83
21910
blueman82
Meta-MCP Server Claim 1
A Model Context Protocol server that wraps multiple backend servers for token-e…
C 67 44 73 68 36 80
21911
wlu03
Enables trading and portfolio management through the Alpaca API, allowing users…
C 67 44 88 61 29 76
21912
jeandelest
Screen MCP Claim
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
C 67 33 66 N/A N/A 30 95
21913
maxanatsko
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assis…
C 67 33 54 N/A N/A 50 95
21914
daedalus
mcp-zabbix Claim 1
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
C 67 33 45 N/A N/A 67 95
21915
duke0317
A comprehensive Model Context Protocol (MCP) server that provides 39 profession…
C 67 44 84 62 27 81
21916
getdatanaut
OpenMCP Claim
Enables conversion of OpenAPI specifications into MCP servers and remixing mult…
C 67 43 54 60 N/A 67 92
21917
INGIPSA
Kitsu MCP Server Claim
Connects AI assistants to the Kitsu open-source production management platform …
C 67 44 76 61 43 80
21918
funwarioisii
mcp-rb Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
C 67 33 54 N/A N/A 53 95
21919
hechtcarmel
A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistant…
C 67 33 54 N/A N/A 53 95
21920
ai-of-mine
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
C 67 44 56 70 62 82
21921
arielbk
anki-mcp Claim 1
MCP server for integrating with Anki flashcards through conversational AI
C 67 43 51 72 N/A 56 90
21922
HoldMyBeer-gg
blend-ai Claim 1
An MCP server that enables AI assistants to control Blender through 108 special…
C 67 33 39 N/A N/A 76 95
21923
sgx-labs
statelessagent Claim
Memory with provenance tracking — records where agent knowledge originated and …
C 67 43 60 46 N/A 70 95
21924
zqushair
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
C 67 44 77 61 44 76
21925 C 67 33 54 N/A N/A 50 95
21926
spkane
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
C 67 43 60 38 82 95
21927
curvegrid
Enables AI assistants to interact with blockchain data and smart contracts thro…
C 67 44 80 71 21 81
21928
yongkangc
tempo-mcp-rs Claim
C 67 43 60 65 N/A 55 87
21929
PromptExecution
Expose curated Justfile recipes via MCP for safe deterministic automation.
C 67 43 48 58 N/A 82 90
21930
Embassy-of-the-Free-Mind
Search 15K rare pre-modern texts translated to English: philosophy, religion, s…
C 67 43 78 47 41 94
21931
jameslong
vancouver Claim
Simple MCP server library for Elixir.
C 67 33 50 N/A N/A 58 95
21932
openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
C 67 44 80 40 60 82
21933
nizovtsevnv
MCP server for Outline knowledge base implemented on Rust as one statically lin…
C 67 44 71 42 73 81
21934
chrischall
resy-mcp Claim
Resy reservation management — search, book, cancel, favorites, and Priority Not…
C 67 33 66 N/A N/A 59 75
21935
avrabe
mcp-loxone Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
C 67 43 60 45 N/A 78 90
21936
AngusHsu
Provides traditional Chinese lunar calendar information including auspicious da…
C 67 44 84 25 75 83
21937
goldenpathdigital
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
C 67 33 58 N/A N/A 45 95
21938
TylerFlar
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
C 67 33 54 N/A N/A 53 95
21939
MobileReality
mdma Claim 1
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI a…
C 67 33 45 N/A N/A 65 95
21940
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
21941
aahl
OKX MCP Server Claim 1
MCP Server for okx.com
C 67 43 59 60 N/A 66 84
21942
prof-little-bear
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's…
C 67 33 58 N/A N/A 45 95
21943
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
C 67 43 72 23 N/A 84 92
21944
dinwal
Provides AI assistants with access to the RecurPost API to manage social media …
C 67 33 68 N/A N/A 29 95
21945
crawde
xmorf Claim
AI image editing and generation via xmorf API. Edit, generate, and list models.
C 67 33 72 N/A N/A 37 83
21946
iamvirul
wso2-docs-mcp-server Claim 2
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
C 67 33 76 N/A N/A 61 60
21947 C 67 43 60 61 N/A 58 90
21948
mehmetbaykar
The fastest way to build MCP servers in Swift.
C 67 33 50 N/A N/A 60 95
21949
deadSwank001
Nexus-MCP Claim
A fully local, open-source MCP server that replaces Azure AI Foundry, enabling …
C 67 33 66 N/A N/A 32 95
21950
paiml
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
C 67 43 60 30 N/A 95 92
Showing 21901–21950 of 67226 servers
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