MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50301 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 50302 |
A human-in-the-loop browser MCP server that pauses for user actions like login …
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| 50303 |
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
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| 50304 |
Shell MCP Server
Claim
Enables safe shell command execution with configurable directory and command re…
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| 50305 |
mcp-server-tasktracker
Claim
An MCP server that exposes the full Task-Tracker REST API as MCP tools, enablin…
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| 50306 |
cy-excel-mcp
Claim
Parses WeChat order messages, merges follow-up updates, and writes structured o…
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| 50307 |
power-bi-mcp
Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
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| 50308 |
Upgates MCP Server
Claim
MCP server for automating Upgates e-commerce shops via the Upgates API v2. Prov…
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| 50309 |
Chef-Agent
Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
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| 50310 |
ctxl-mcp
Claim
Personal context management for AI assistants
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| 50311 |
Guardpost MCP Server
Claim
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
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| 50312 |
tia-connect
Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
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| 50313 |
MCP Server Node
Claim
A Node.js MCP server example with user management, task management, and calcula…
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| 50314 |
remindb
Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
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| 50315 |
Nessus MCP Server
Claim
Enables natural language interaction with Tenable Nessus for vulnerability scan…
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| 50316 |
Resistance Tools MCP
Claim
MCP server for managing TON blockchain sites, deployments, DNS, and storage via…
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| 50317 |
my-mcp-server
Claim
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
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| 50318 |
Memory Store
Claim
A Rust MCP stdio server for durable project-local AI notes, enabling agents to …
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| 50319 |
Finance MCP Server
Claim
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
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| 50320 |
Energy Grid MCP Server
Claim
Provides real-time electricity grid data including CO2 intensity, power mix, an…
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| 50321 |
Google Sheets MCP Server
Claim
Enables AI assistants to interact with Google Sheets, performing operations lik…
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| 50322 |
phren
Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
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| 50323 |
kimi-debug-tunnel
Claim
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。
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| 50324 |
mcp-all-in-one
Claim
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
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| 50325 |
Stock Price
Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
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| 50326 |
epub-parser-mcp
Claim
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
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| 50327 |
Cloudflare MCP Server
Claim
Enables managing Cloudflare domains, DNS records, SSL certificates, zone operat…
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| 50328 |
gmail-send
Claim
Enables AI agents to send emails via Gmail using App Password authentication wi…
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| 50329 |
Advice Server
Claim
Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 50330 |
toconline-mcp
Claim
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
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| 50331 |
paperclip-mcp
Claim
MCP server for the Paperclip AI agent orchestration API, enabling management of…
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| 50332 |
clickhouse-mcp-server
Claim
Provides AI agents safe, read-only access to a ClickHouse database, enabling ta…
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| 50333 |
CortexGraph
Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
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| 50334 |
agentmail
Claim
Provides AI agents with compliance screening (OFAC sanctions, risk scoring, Kno…
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| 50335 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 50336 |
OpenAI Ads MCP
Claim
Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Support…
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| 50337 |
Versatile-Mcp
Claim
A modular MCP server that provides AI agents with cognitive memory, local syste…
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| 50338 |
n8n-mcp-server
Claim
Enables LLMs to programmatically control n8n via natural language for automated…
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| 50339 |
A local MCP server that enables LLMs like Claude to access Schulmanager Online …
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| 50340 |
google-calendar-mcp
Claim
A Model Context Protocol server for Google Calendar integration, enabling AI as…
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| 50341 |
claude-tradingview-mcp
Claim
An MCP server that lets Claude analyze your TradingView charts by reading the w…
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| 50342 |
Provides a unified interface for security analysts to gather threat intelligenc…
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| 50343 |
Adlicio
Claim
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and …
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| 50344 |
InstantDB MCP Server
Claim
A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 50345 |
Willys MCP Server
Claim
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
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| 50346 |
milky_file_search
Claim
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| 50347 |
Hyper MCP Terminal
Claim
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
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| 50348 |
Engwe N1 Air MCP Server
Claim
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
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| 50349 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
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| 50350 |
Scryfall MCP Server
Claim
Provides AI assistants with access to Magic: The Gathering card data via Scryfa…
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