MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32201 |
web-exposure-mcp
Claim
Points an AI agent at a live URL and confirms publicly-served secret files by f…
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| 32202 |
playwritermcp-mcp
Claim
A paid remote MCP for AI agent browser MCP session, built to return verdicts, r…
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| 32203 |
zotero-mcp-lite
Claim
Enables AI assistants to search, read, and manage Zotero references locally wit…
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| 32204 |
RunWhen Platform MCP
Claim
Lets your coding agent talk to the RunWhen platform — workspace chat, issues, S…
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| 32205 |
search-movie
Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
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| 32206 |
Qualys MCP Server
Claim
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
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| 32207 |
MCP Ollama Server
Claim
Provides direct access to Ollama models for AI inference, including text genera…
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| 32208 |
douyin-upload-mcp-skill
Claim
Automates video and image-text publishing on Douyin's creator platform using Ch…
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| 32209 |
LangGraph MCP Server
Claim
A clean, modular Model Context Protocol server implementation for LangGraph doc…
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| 32210 |
PocketBase MCP Server
Claim
A comprehensive Model Context Protocol server for PocketBase that provides both…
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| 32211 |
gsc-mcp-server
Claim
Enables Claude to access Google Search Console data including search performanc…
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| 32212 |
BusinessMap MCP Server
Claim
Integrates BusinessMap (formerly Kanbanize) project management capabilities wit…
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| 32213 |
Discover what websites across the agentic web can do — query the capabilities.t…
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| 32214 |
gg-smart-manager
Claim
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| 32215 |
Groq MCP Server
Claim
Enables lightning-fast inference using Groq models through MCP clients, support…
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| 32216 |
claude-usage-guard
Claim
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
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| 32217 |
AndroJack-mcp
Claim
Enables AI coding assistants to access up-to-date, official Android documentati…
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| 32218 |
NanoSearchMCP
Claim
Provides web search, page fetching, and A-stock data access (financial reports,…
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| 32219 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
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| 32220 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 32221 |
voiceos-todoist
Claim
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
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| 32222 |
novelai-mcp-server
Claim
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
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| 32223 |
Claude to Gemini CLI MCP
Claim
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
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| 32224 |
Myth
Claim
Auto-generates MCP servers for Celo smart contracts, converting contract ABIs i…
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| 32225 |
MCP Agent Gateway
Claim
A ready-to-run MCP gateway and multi-agent scheduling system with 14 built-in t…
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| 32226 |
VegaMCP
Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
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| 32227 |
小红书MCP服务
Claim
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
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| 32228 |
dg-mcp-server
Claim
A powerful and flexible Datagroom MCP server implementation to read the data an…
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| 32229 |
mcp-coffee
Claim
Enables coffee shop order management via MCP, including menu lookup, order crea…
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| 32230 |
aNotepad
Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
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| 32231 |
dispense-record-mcp
Claim
GOC-compliant optical dispense record validation. Captures prescription, lens c…
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| 32232 |
SmartDB MCP
Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
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| 32233 |
Automates Microsoft Excel spreadsheet creation and editing via MCP tools for an…
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| 32234 |
mistaike-ai
Claim
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| 32235 |
gmat-mcp-server
Claim
Enables AI agents to autonomously write, run, and debug NASA GMAT mission scrip…
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| 32236 |
omarchy-mcp
Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
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| 32237 |
RecruitData
Claim
Unified job search MCP server that aggregates live listings from multiple job b…
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| 32238 |
MCP server providing browser compatibility data for the entire Web Platform.
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| 32239 |
FRED
Claim
A local MCP server that gives Claude and other MCP clients access to Federal Re…
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| 32240 |
Ad Library MCP
Claim
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
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| 32241 |
openparliament-ca
Claim
Provides access to Canadian parliamentary data including debates, bills, votes,…
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| 32242 |
DuckDuckGo MCP Agent
Claim
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
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| 32243 |
Serve a secret to an agent exactly N times from locked RAM, then wipe it and se…
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| 32244 |
Kadmia MCP Server
Claim
Integrates Kadmia's JavaScript learning platform with AI assistants to provide …
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| 32245 |
mycelia-mcp
Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
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| 32246 |
Spaceflight News MCP
Claim
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
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| 32247 |
EntraID MCP Server
Claim
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
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| 32248 |
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
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| 32249 |
DocsHub MCP Server
Claim
An MCP server that provides AI clients with access to developer documentation v…
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| 32250 |
Endoflife MCP Server
Claim
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
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