MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56051 |
mcp-on-edge1111
Claim
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
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| 56052 |
Math Addition MCP Server
Claim
A simple MCP server that provides a tool for adding two numbers, designed for t…
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| 56053 |
scopus-mcp
Claim
Enables AI agents to search and retrieve academic papers, author profiles, and …
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| 56054 |
doubao-tools
Claim
一个MCP视觉分析工具,将本地图片交给豆包视觉模型分析,帮助Claude Code和DeepSeek理解截图内容。
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| 56055 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 56056 |
n8n
Claim
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| 56057 |
kmd
Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
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| 56058 |
n8n MCP Server
Claim
Wraps the n8n self-hosted REST API to let Claude and MCP-compatible LLMs manage…
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| 56059 |
schema-org-mcp
Claim
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
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| 56060 |
linkedin-mcp-server
Claim
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
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| 56061 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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| 56062 |
unityxclaude
Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
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| 56063 |
WpfPilot MCP
Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
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| 56064 |
mcp-markdown-to-docx
Claim
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
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| 56065 |
semantic-scholar-mcp
Claim
Access millions of academic papers from Semantic Scholar using the Model Contex…
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| 56066 |
ChatDomain MCP Server
Claim
Enables checking domain availability and registration prices across multiple TL…
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| 56067 |
MCP Sample Project
Claim
A sample MCP project enabling AI to interact with external tools via WebSocket …
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| 56068 |
hermes-pen-bridge
Claim
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
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| 56069 |
technical-notes-mcp
Claim
MCP server that allows searching a local notes directory and retrieving live CP…
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| 56070 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 56071 |
Airtable MCP Server
Claim
Enables AI-powered interaction with Airtable bases, supporting CRUD operations,…
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| 56072 |
mcp-tanita
Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
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| 56073 |
jw-org-mcp
Claim
An MCP server that provides controlled, verifiable access to official jw.org co…
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| 56074 |
Upwork MCP Server
Claim
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
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| 56075 |
mcp-feedback-enhanced
Claim
MCP server providing feedback-oriented development workflows with a Web UI and …
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| 56076 |
rs3005p-mcp
Claim
An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programma…
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| 56077 |
audit-ledger-mcp
Claim
Tamper-evident audit logging for AI decisions. Three tools (record_decision, ve…
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| 56078 |
vyuha
Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
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| 56079 |
ma-browser
Claim
MCP server that lets AI agents use your real browser as an API, accessing any w…
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| 56080 |
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
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| 56081 |
mcp-streamable-http
Claim
A step-by-step guide and complete working example for building and running an M…
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| 56082 |
Haft
Claim
Haft is an MCP server that enforces engineering discipline for AI-assisted soft…
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| 56083 |
figma-tunnel-mcp
Claim
Enables AI agents to control and export from Figma via WebSocket, with optional…
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| 56084 |
WhatsApp MCP Server
Claim
Integrates WhatsApp with AI agents, enabling message sending, chat search, medi…
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| 56085 |
HCDP MCP Server
Claim
A Model Context Protocol server providing seamless access to the Hawaii Climate…
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| 56086 |
Enables deploying a remote MCP server on Cloudflare Workers with OAuth authenti…
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| 56087 |
mcp-lindoai
Claim
MCP (Model Context Protocol) server for Lindo AI — create websites, pages, and …
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| 56088 |
InstrMCP
Claim
MCP server for quantum device physics laboratory instrumentation control, enabl…
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| 56089 |
agenticfeed
Claim
Find AI-ready merchant feeds: resolve a store domain to its ID and fetch full p…
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| 56090 |
mcp-csv
Claim
Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header d…
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| 56091 |
figwright
Claim
Bidirectional Figma server over a local WebSocket relay: turn a selection into …
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| 56092 |
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
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| 56093 |
Porkbun MCP Server
Claim
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
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| 56094 |
Build Runner MCP Server
Claim
Provides structured build, compile, and test operations with parsed output to r…
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| 56095 |
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
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| 56096 |
TestivAI
Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
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| 56097 |
An MCP server that exposes the XTB trading API, allowing users to interact with…
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| 56098 |
pty-mcp
Claim
Enables AI agents to start and manage pseudo-terminal sessions, run shell comma…
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| 56099 |
pg-mnemosyne-mcp
Claim
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
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| 56100 |
tradingview-mcp-server
Claim
MCP server for TradingView's market screener API, enabling stock, forex, crypto…
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