MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
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| 52651 |
This MCP server simplifies interaction with the ConnectWise Manage API through …
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| 52652 |
Bowman Prospects MCP
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Classifies Bowman Prospects baseball cards using image recognition, provides pl…
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| 52653 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 52654 |
md2wechat-skill
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Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
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| 52655 |
wolt-mcp
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A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
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| 52656 |
Google Calendar
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Manage calendars and events in your Google account from your workspace. List, s…
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| 52657 |
triage-agent-mcp
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MCP server that guides an AI agent through stack trace triage, from raw error t…
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| 52658 |
Netmiko MCP Server
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Enables management of network devices via SSH using Netmiko, supporting command…
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| 52659 |
smartsheet-mcp
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Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
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| 52660 |
secure-github-ops
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Enables safe GitHub automation by queuing write operations for admin approval b…
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| 52661 |
MCP Filesystem
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Enables natural language filesystem operations (create, list, delete directorie…
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| 52662 |
SemaphoreUI MCP Server
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Enables AI assistants to interact with SemaphoreUI for managing and running Ans…
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| 52663 |
Equibles
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Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
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| 52664 |
Termux Browser Pilot
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Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
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| 52665 |
Browser DevTools MCP
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Playwright-powered browser automation and debugging for VS Code and Cursor via …
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| 52666 |
MCP on Azure
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Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 52667 |
templui-mcp-server
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Enables AI assistants to access TemplUI components for building Go applications…
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| 52668 |
ssh-chat-mcp
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Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
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| 52669 |
appwrite-security-mcp
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MCP server for Appwrite security audits that scans permissions and provides str…
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| 52670 |
ekursy-mcp-py
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Enables AI tools to access student profiles, course lists, grades, page content…
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| 52671 |
Mnemopaysdk
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| 52672 |
OpenRouter MCP Bridge
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A lightweight MCP server that enables AI coding assistants to interact with Ope…
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| 52673 |
mdbook-mcp-server
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Enables MCP clients to access and read mdbook documentation, including structur…
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| 52674 |
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| 52675 |
Provide real-time cryptocurrency market data from Binance directly to AI agents…
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| 52676 |
MCP server for Gotify push notifications - send messages and manage apps/client…
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| 52677 |
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
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| 52678 |
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
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| 52679 |
Uyuni MCP Server
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Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
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| 52680 |
travel-mcp-server
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AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
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| 52681 |
Closeread Verify
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A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
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| 52682 |
Awesome MCP Learning
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A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
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| 52683 |
mac-mcp
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A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
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| 52684 |
GitLab MCP Server
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Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 52685 |
ebs-initializer-mcp
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Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
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| 52686 |
kicad-studio
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VS Code extension that turns KiCad projects into an interactive workspace with …
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| 52687 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 52688 |
users-mcp
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A user management MCP server that enables CRUD operations on users stored in a …
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| 52689 |
cosmosdb-mcp
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MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 52690 |
sudo-mcp-gmail
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An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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| 52691 |
Sugarbug
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Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 52692 |
MCP Hub
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MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 52693 |
czxs5
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| 52694 |
mempalace memory
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https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
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| 52695 |
A quickstart template to build and deploy a remote MCP server on Azure Function…
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| 52696 |
PagePilot MCP
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Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
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| 52697 |
htmlbook
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Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
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| 52698 |
Analyzes tasks to recommend the minimal set of MCP servers needed, reducing con…
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| 52699 |
Plex-MCP
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Enables full management of a Plex Media Server via Claude, including browsing l…
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| 52700 |
Toolguard
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Runtime allowlist and policy for agent tool-calls, enabling security scanning (…
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