MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38451
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
81
38452
FirenzeClaw
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
N/A N/A 95
38453
CSOAI-ORG
MEOK AI Labs - quantum-scoring MCP server extracted from SOV3
N/A N/A
38454
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
38455
kentcdodds
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
38456
Sub-Bach
pronote-mcp Claim
A local MCP server that exposes Pronote (French school management system) data …
N/A N/A
38457
1593292349
达梦数据库 DM8 的 MCP 服务器,为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
N/A N/A
38458 N/A N/A 95
38459
Boti-Ormandi
archicad-mcp Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
N/A N/A
38460
mambalabsdev
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
N/A N/A
38461
dvcrn
This MCP server provides access to DEVONthink functionality via the Model Conte…
N/A N/A 95
38462
theYahia
getir-mcp Claim
MCP server for Getir partner API (Turkey). Manage orders, products, pricing, an…
38463
WriftAI
test Claim
This is a testing server up for WriftAI.
81
38464
JWTseng
grok-mcp Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
N/A N/A 95
38465
cyanheads
Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
38466
yuita-Genecraft
handoff-mcp Claim
A remote MCP server that maintains project focus on a north star goal, enabling…
38467
seanwinslow28
Audit, scaffold, and triage agent intent specs against a 9-section template.
N/A N/A
38468
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
N/A N/A
38469
freeappstore-online
mcp Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
38470
lzx1413
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
N/A N/A
38471
Ayaanisthebest
Enables fetching, searching, and summarizing YouTube video transcripts with mul…
N/A N/A
38472
Tensorboyalive
Recalla Claim
Enables AI agents to read and search your Obsidian vault through a local MCP se…
N/A N/A
38473
Nkovaturient
Enables AI assistants to interact with peer-to-peer networks (libp2p) and DeFi …
N/A N/A
38474
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
81
38475
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
38476
fcapub
idm-mcp Claim
Mock identity-management MCP server for decentralized identity that allows mint…
38477
truthanb
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
N/A N/A
38478
eachristgr
MCP server for the CMS File Integrity Checker. Enables users to submit and quer…
38479
Anymfah
Connect AI assistants to Stellary projects, boards, documents, and governed age…
38480
maikmetzger
Provides a wide range of tools including math, image processing, filesystem, gi…
N/A N/A
38481
CSOAI-ORG
color-ai-mcp Claim
color-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38482
pastchais
A MCP server for academic literature retrieval, aggregating multiple data sourc…
38483
PlatAid
An MCP server for the Naver Search Ad API that enables querying campaigns, ad g…
38484
thanhtn2902
A comprehensive educational server demonstrating Model Context Protocol capabil…
81
38485
dabhivijay2478
# Better Auth MCP Server [![smithery badge](https://smithery.ai/badge/@dabhivi…
N/A N/A 95
38486
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
38487
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
81
38488
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
38489
M2201
AI strategy, workflow automation, and process-improvement assessment for small …
38490
tonioshikanlu
Enables listing, reading, and searching over files in Google Drive, with automa…
38491 N/A N/A 95
38492
IbrahimKhaled19
backgen Claim
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
N/A N/A
38493
screenshotscout
Capture screenshots of webpages as images or PDFs with Screenshot Scout.
38494
caotiensinh
uacos Claim
Local-first code intelligence and safety layer for AI coding agents. MCP server…
N/A N/A
38495
Yasir-Khan-7
Provides educational tools for developers to learn programming concepts, review…
N/A N/A
38496
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
38497
pipeworx-io
Gleif Claim
GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)
38498
belugatempo-dot
Enables real-time web search with source citations by leveraging Perplexity AI'…
N/A N/A 95
38499
Ranork
remnus Claim
MCP-native open-source Notion alternative: read & write pages, databases and ka…
38500
Zehee
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
N/A N/A
Showing 38451–38500 of 66549 servers
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