MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55701 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 55702 |
Advice Server
Claim
Provide expert advice and recommendations dynamically to enhance decision-makin…
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| 55703 |
MCP BaoStock Server
Claim
提供股票数据查询的MCP服务器,支持股票信息、K线历史、财务指标等市场数据获取。
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| 55704 |
ts-mcp-starter
Claim
A weather simulation MCP server that provides deterministic mock weather data f…
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| 55705 |
Gorgias MCP Server
Claim
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
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| 55706 |
Pipedrive MCP
Claim
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
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| 55707 |
k8s-mcp-server
Claim
An MCP server that lets AI assistants safely inspect and operate on Kubernetes …
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| 55708 |
Neuratel MCP Server
Claim
Control your voice AI platform through natural language from any MCP-compatible…
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| 55709 |
MCP server for managing Caddy web servers via the admin API
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| 55710 |
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
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| 55711 |
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
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| 55712 |
FourTrader MCP Server
Claim
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
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| 55713 |
mcp-tmux
Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
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| 55714 |
synapse-ai
Claim
Build AI agents that actually do things. Synapse is an open-source platform for…
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| 55715 |
zillow-mcp
Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
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| 55716 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
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| 55717 |
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
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| 55718 |
Angel One MCP Server
Claim
Provides comprehensive trading and market data functionality for Indian equity …
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| 55719 |
Obsidian MCP Server
Claim
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
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| 55720 |
Superset MCP
Claim
Enables natural language querying and management of Apache Superset dashboard m…
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| 55721 |
OCHP MCP Server
Claim
Enables AI assistants to interact with EV charging infrastructure through OCHP …
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| 55722 |
food-safety-mcp
Claim
Enables checking food additive safety, nutrition profiles, pesticide residues, …
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| 55723 |
Foresea Forecasting
Claim
Forecast future events and scan prediction-market edges.
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| 55724 |
mcp-azure-toolkit
Claim
An MCP server that exposes core Azure services as read-mostly tools any MCP cli…
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| 55725 |
MySQL MCP Server
Claim
Enables AI agents to interact with a MySQL database using natural language, aut…
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| 55726 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 55727 |
MCP server for desktop notifications over stdio
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| 55728 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 55729 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 55730 |
XcodeBuildMCP
Claim
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
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| 55731 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 55732 |
Nolas-Shadow
Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
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| 55733 |
MCP Chrome Bridge
Claim
Enables AI agents to control Chrome browser actions like navigation, clicking, …
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| 55734 |
twitter-read
Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
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| 55735 |
Monero MCP Server
Claim
MCP server that gives AI agents a private Monero wallet, enabling balance check…
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| 55736 |
standup-mcp
Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
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| 55737 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 55738 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
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| 55739 |
novel-ranks
Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
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| 55740 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 55741 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
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| 55742 |
Enables students to securely access and manage their academic data from Isparta…
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| 55743 |
framegrab-mcp-server
Claim
An MCP server for capturing images from cameras and video streams via the frame…
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| 55744 |
fomu-mcp
Claim
Enables interaction with Kenya's government processes by providing form checkli…
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| 55745 |
superpower-codex-mcp
Claim
Coordinates Codex and Antigravity CLI for a structured software development wor…
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| 55746 |
Enables AI assistants to manage Google Cloud NetApp Volumes resources including…
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| 55747 |
KEGG MCP Server
Claim
Enables natural language querying and analysis of KEGG biological databases, in…
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| 55748 |
Kroger MCP Server
Claim
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
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| 55749 |
JieBang Tools MCP Server
Claim
Offers 29 free tools for text processing, AI-powered generation, SEO optimizati…
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| 55750 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
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