MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21901
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
21902
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
21903
frinus-ai
Frinus MCP Server Claim 2
An MCP server that provides Claude agents with a comprehensive memory managemen…
C 67 44 75 70 30 80
21904
nakad-pixel
Provides secure, controlled access to GitHub operations through the Model Conte…
C 67 44 78 66 30 82
21905
vascocardosondBIM
Node.js MCP server enabling AI assistants to interact with Autodesk Revit for m…
C 67 33 66 N/A N/A 32 95
21906
theYahia
MCP server for UniSender API that enables managing email marketing lists, conta…
C 67 33 57 62 83
21907
RmMargt
A Model Context Protocol (MCP) based search API server that provides standardiz…
C 67 44 90 41 44 81
21908 C 67 33 62 N/A N/A 37 95
21909
markster-exec
A comprehensive business management suite that integrates CRM, sales intelligen…
C 67 44 96 42 35 81
21910
rach
Serves markdown instructions as tools to provide LLMs with team playbooks, codi…
C 67 44 86 57 32 81
21911
FutureAtoms
AI-native orchestration layer with 80+ tools for task management, code editing,…
C 67 44 100 31 42 80
21912 C 67 33 54 N/A N/A 50 95
21913
devfinprojects
An enterprise-grade MCP server that integrates AI agents with Google Sheets and…
C 67 44 84 68 27 76
21914
Seey215
MCP server for advanced web search using Tavily API.
C 67 43 69 62 N/A 50 83
21915
Smotree
BrowserMCP Claim 1
An MCP server that provides AI assistants with full control over a real browser…
C 67 33 57 N/A N/A 45 95
21916
nex-crm
nex Claim
Organizational context & memory for AI agents. Connect 100+ tools into one know…
C 67 33 64 N/A N/A 49 83
21917
govindgnair23
redflag-mcp Claim 1
An MCP server that provides queryable access to Anti-Money Laundering (AML) red…
C 67 33 65 N/A N/A 32 95
21918
ouonet
x64dbg MCP Server Claim
Enables AI assistants to perform reverse engineering and debugging of Windows e…
C 67 33 60 N/A N/A 43 95
21919
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
21920
tamago-labs
Enables AI agents to interact with Tapp Exchange, a decentralized exchange on A…
C 67 43 72 68 N/A 28 90
21921
nfemmanuel
iranti Claim
Persistent shared memory for AI coding agents. Stores facts as `entity/key/valu…
C 67 33 60 68 75
21922
ampcome-mcps
Edgee MCP Server Claim 1
MCP Server for the Edgee API, enabling organization management, project operati…
C 67 43 57 68 N/A 45 95
21923
elevenlabs
elevenlabs-mcp Claim
The official ElevenLabs MCP server
C 67 43 62 41 N/A 77 90
21924
AngusHsu
Provides traditional Chinese lunar calendar information including auspicious da…
C 67 44 84 25 75 83
21925
thought2code
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
C 67 33 48 N/A N/A 63 95
21926
Platano78
Smart-AI-Bridge Claim
Intelligent AI routing and integration platform for seamless provider switching
C 67 43 60 43 N/A 72 95
21927
xlzuvekas
Figma Copilot Claim
Enables AI assistants to interact with Figma designs programmatically, supporti…
C 67 44 94 31 52 80
21928
openstack-kr
OpenStack MCP server for cloud infrastructure management based on openstacksdk.
C 67 44 80 40 60 82
21929
Martian-Engineering
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
C 67 43 60 52 N/A 62 94
21930
verygoodplugins
mcp-automem Claim
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
C 67 55 96 70 0 85 80
21931
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
21932
mikusnuz
meta-ads-mcp Claim 2
MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad…
C 67 33 61 67 75
21933
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
21934
machaojin1917939763
mcp-ui Claim
基于MCP(Model Context Protocol)的智能聊天应用,支持Web和桌面环境。集成OpenAI/Anthropic API,提供MCP服务器…
C 67 43 84 33 N/A 53 90 VU
21935
lattmamb
agent-zero Claim
C 67 33 68 N/A N/A 27 95
21936
Yoryoboy
ArcaMCP Claim
MCP server for automating AFIP/ARCA electronic invoicing, certificate managemen…
C 67 43 72 62 N/A 33 90
21937
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
21938 C 67 33 60 N/A N/A 42 95
21939
snyk
mcp Claim
Easily find and fix security issues in your applications leveraging Snyk platfo…
C 67 43 60 40 N/A 75 95
21940
evan043
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
C 67 43 72 23 N/A 84 92
21941
yongkangc
tempo-mcp-rs Claim
C 67 43 60 65 N/A 55 87
21942
Warezloder
vSphere-MCP-Pro Claim
Enables secure management of VMware vCenter 8.0+ environments through controlle…
C 67 44 56 73 61 81
21943
theYahia
tilda-mcp Claim 1
MCP server for Tilda API — projects, pages. 3 tools.
C 67 33 49 N/A N/A 58 95
21944
theYahia
salutespeech-mcp Claim 1
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
C 67 33 57 62 83
21945
bellx2
Repsona MCP Server Claim
Enables integration with Repsona project management platform, allowing users to…
C 67 44 72 62 47 80
21946
xphileby
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
C 67 44 90 50 37 76
21947
sueinchoi
nonmem-mcp-server Claim 1
An MCP server for NONMEM pharmacometric modeling that provides structured acces…
C 67 44 81 47 48 83
21948
sruckh
Enables advanced web crawling and content extraction with JavaScript support, A…
C 67 44 96 43 32 82
21949
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
21950
benkaiser
Mob Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
C 67 44 72 71 42 76
Showing 21901–21950 of 48680 servers
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