MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25451
big-saltedfish
MCP Browser Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
N/A N/A 95
25452
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
N/A N/A 81
25453
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
25454 N/A N/A 95
25455
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
25456
virtualsms-io
sms Claim
SMS verification for AI agents. Virtual phone numbers, OTP codes, 200+ countrie…
N/A N/A
25457
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
25458
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
25459
lotdpbc
Word Orb Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
N/A N/A 95
25460
JajuanX
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
25461
ronanamorim292
A production-grade MCP server that centralizes AI integrations for Appwrite, Su…
81
25462
derek2000139
ExcelForge Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
N/A N/A 95
25463
HaD0Yun
gopeak Claim
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DA…
N/A N/A 95
25464
duvomike
Double + 5 Claim
Transform numbers by doubling them and adding 5. Get instant results with a cle…
N/A N/A 95
25465
dbtkd1801
chat Claim
N/A N/A 95
25466
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
25467
UseJunior
Agent Email Claim
Local email connectivity for AI agents — read, draft, send, and organize Outloo…
N/A N/A
25468
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
25469
kazuph
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
N/A N/A 95
25470 N/A N/A 95
25471
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
25472
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
25473
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
25474
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
25475
TruthStack1
Supplement-drug interaction safety API for AI agents with FDA adverse event dat…
N/A N/A 95
25476
r3tr056
Enables users to search, track, and analyze procurement data from India's Gover…
25477
ericluciano
Enables AI assistants to interact with the Pipedrive CRM to manage deals, conta…
81
25478
dotgc
Facilitate comprehensive due diligence processes by integrating and automating …
N/A N/A 95
25479
littlebearapps
AI-powered WordPress management that enables creating and editing posts, pages,…
81
25480
NORNR
A governance and control layer for MCP tools that manages tool requests as inte…
25481
samueldesignsa
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
N/A N/A 83
25482
intake-triage
SteadyFetch Claim
Reliable web fetching MCP server with built-in retry logic, circuit breaker pat…
25483
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
25484
syenite-ai
Syenite Claim
DeFi interface for AI agents: swap, bridge, yield, lending. Live at syenite.ai.
25485
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
N/A N/A 95
25486
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
25487
koen
adpage Claim
N/A N/A 95
25488
mazah81-gif
Deliver multilingual greetings, perform quick calculations, and generate images…
N/A N/A 95
25489
statwonk
decern Claim 1
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
N/A N/A 83
25490
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
81
25491
Tlalvarez
auxiliar-mcp Claim
Chrome-verified cloud service data: pricing, risks, compatibility for 69+ servi…
N/A N/A
25492
annibale-x
mcp-memento Claim
An MCP server that provides persistent memory and context management across ses…
N/A N/A
25493
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
25494
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
25495
bughide010
hideaa Claim
N/A N/A 95
25496
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
25497
tahaswx
Enable powerful web search and content extraction capabilities. Perform web sea…
N/A N/A 95
25498
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
25499
luowei-tech
asd Claim
N/A N/A 95
25500
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
81
Showing 25451–25500 of 30006 servers
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