MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51351
Apoth3osis-ai
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
— ○ ⏳ — N/A N/A — 83 —
51352
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
— ○ ⏳ — — — — — —
51353
FradSer
An MCP server for interacting with Apple Reminders on macOS
— ○ ⏳ — N/A N/A — 95 —
51354
rodrigolive
Enables AI assistants to request information and clarification from humans via …
— ○ ⏳ — — — — — —
51355
MiguelsPizza
WebMCP Claim
Enables websites to expose JavaScript functions as MCP tools, allowing AI agent…
— ○ ⏳ — N/A N/A — — —
51356
Monishkumarvr
Local memory search for Codex and Claude Code conversations. It keeps history o…
— ○ ⏳ — N/A N/A — — —
51357
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — — — — — —
51358
Babajan-B
BioQC-MCP Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
— ○ ⏳ — N/A N/A — — —
51359
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
— ○ ⏳ — — — — — —
51360
arturwyroslak
Manage session settings, health checks, and security safeguards in one place. C…
— ○ ⏳ — N/A N/A — 95 —
51361
agentic-research
mache Claim
IDE-style navigation for structured data — code, JSON, YAML. Jump to definition…
— ○ ⏳ — N/A N/A — — —
51362
kascoded
A production-grade Notion MCP server with full CRUD, search, and schema validat…
— ○ ⏳ — — — — — —
51363
fxbarros
Search Brazilian jurisprudence on JusBrasil in natural language and retrieve fo…
— ○ ⏳ — N/A N/A — — —
51364
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
— ○ ⏳ — — — — — —
51365
linximengji
tasks-mcp Claim
A lightweight task management MCP server that enables CRUD operations on tasks …
— ○ ⏳ — N/A N/A — — —
51366
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
— ○ ⏳ — N/A N/A — 95 —
51367
NeelContractor
A beginner-friendly MCP server that provides basic arithmetic operations like a…
— ○ ⏳ — — — — — —
51368
GokulSudheesh
MCP server that integrates with OneDrive and Excel Workbooks via Microsoft Grap…
— ○ ⏳ — — — — — —
51369
xiaobenyang-com
cook-tool Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
— ○ ⏳ — N/A N/A — 95 —
51370
whelp99-code
Automates three core workflows for Sangfor Engineer: project all-in-one (Excel …
— ○ ⏳ — N/A N/A — — —
51371
linomck
A powerful Model Context Protocol (MCP) server that seamlessly integrates AI as…
— ○ ⏳ — — — — — —
51372
zc-libre
An MCP server that provides browser automation with anti-detect fingerprinting,…
— ○ ⏳ — N/A N/A — — —
51373
selvakumarEsra
Enables interaction with Interactive Brokers through the TWS API for account ma…
— ○ ⏳ — N/A N/A — — —
51374
YoussofKhawaja
kube-mcp Claim
A Model Context Protocol server that lets AI assistants query multiple Kubernet…
— ○ ⏳ — — — — — —
51375
rickycm
MCP server for YouTube video summarization via Whisper transcription, enabling …
— ○ ⏳ — N/A N/A — — —
51376
universal-mcp
Provides a standardized interface for interacting with Google Mail tools and se…
— ○ ⏳ — — — — — —
51377
haoylle
winrm-mcp Claim
MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/C…
— ○ ⏳ — N/A N/A — — —
51378
harry-jang
Enables searching, reading, and listing content from Notion or Google Drive thr…
— ○ ⏳ — N/A N/A — — —
51379
antonbabenko
Deliberation Claim
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for …
— ○ ⏳ — — — — — —
51380
McpService
MCP server for macOS that enables photo capture and video recording using the s…
— ○ ⏳ — N/A N/A — — —
51381
zerubeus
Elektron MCP Claim
Enables LLMs like Claude to control Elektron Digitone synthesizers via MIDI, su…
— ○ ⏳ — N/A N/A — — —
51382
jonahkeegan
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
— ○ ⏳ — N/A N/A — — —
51383
vishnu-mouli-102408
Enables searching for keywords in files with support for case-sensitive/insensi…
— ○ ⏳ — N/A N/A — 95 —
51384
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
— ○ ⏳ — N/A N/A — — —
51385
darekrossman
fluxlora-mcp Claim
An MCP server that lets users and autonomous agents generate high-quality image…
— ○ ⏳ — — — — — —
51386
beck-8
ikuai-mcp Claim
MCP server for interacting with iKuai routers, enabling Claude to query system …
— ○ ⏳ — N/A N/A — — —
51387
Clubroom
Enables LLMs to manage Databricks clusters, jobs, and notebooks while providing…
— ○ ⏳ — — — — 81 —
51388
Llldmiao
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
— ○ ⏳ — — — — — —
51389
ashlrai
webfetch Claim
License-first federated image search across 25 providers. Returns open/platform…
— ○ ⏳ — — — — — —
51390
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
— ○ ⏳ — — — — 81 —
51391
sepfazeli
Provides AI agents safe, read-only access to a ClickHouse database, enabling ta…
— ○ ⏳ — — — — — —
51392
mateo-khalil
Drive DaVinci Resolve from Claude Code (or any MCP client) to edit videos on th…
— ○ ⏳ — N/A N/A — — —
51393
ugurhangul
Integrates with JetBrains YouTrack to enable issue tracking, project management…
— ○ ⏳ — — — — — —
51394
sandraschi
Enables AI agents to generate narrated videos from topics or scripts, with stoc…
— ○ ⏳ — N/A N/A — — —
51395
roxasventus
GamePick MCP Claim
Helps users choose which Steam games to play or buy by analyzing their library,…
— ○ ⏳ — — — — — —
51396
xy200303
docs-is-code Claim
Enables document-driven development by automatically detecting Markdown spec ch…
— ○ ⏳ — N/A N/A — — —
51397
GraditiPro
MCP server for the StandShare API, enabling Claude and other MCP clients to man…
— ○ ⏳ — N/A N/A — — —
51398
betrayzl
An MCP server that gives AI agents human-like control over Windows via visual p…
— ○ ⏳ — N/A N/A — — —
51399
Arks-06
Neuro MCP V2 Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
— ○ ⏳ — N/A N/A — — —
51400
SANDIPAN22
A remote MCP server deployed on Cloudflare Workers for hosting and exposing MCP…
— ○ ⏳ — — — — — —
Showing 51351–51400 of 69182 servers