MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43151 |
whm-mcp-server
Claim
Enables AI assistants to manage WHM hosting accounts and server administration …
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| 43152 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 43153 |
oc_0815
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| 43154 |
GitHub MCP Server
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Exposes GitHub actions as tools for creating branches, pushing files, opening a…
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| 43155 |
Dokploy MCP Server
Claim
An MCP server that enables AI assistants to manage Dokploy infrastructure (Dock…
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| 43156 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 43157 |
Amazon Cart MCP Server
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Enables AI assistants to interact with your personal Amazon cart through browse…
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| 43158 |
nasa-mcp-server
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Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
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| 43159 |
squish-mcp
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Enables AI agents to run and create Squish test scripts and test suites and ana…
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| 43160 |
ActivityWatch MCP Server
Claim
A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing …
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| 43161 |
YouTube DLP MCP Server
Claim
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
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| 43162 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 43163 |
MCP File Contents Reader
Claim
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
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| 43164 |
Text classification API for AI agents. Classify text into topic categories with…
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| 43165 |
canada-aida-ai-mcp
Claim
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
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| 43166 |
tick-mcp
Claim
Enables AI assistants to manage TickTick tasks, projects, habits, tags, and foc…
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| 43167 |
MCP GraphQL Sales Server
Claim
Provides AI assistants with access to sales data from a Northwind-style databas…
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| 43168 |
defcon-mcp-server
Claim
Enables AI tools to play the game DEFCON by providing tools to communicate with…
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| 43169 |
@node2flow/notion-mcp
Claim
MCP server for the Notion API, enabling management of pages, blocks, databases,…
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| 43170 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
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| 43171 |
convex-rag-search
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| 43172 |
french-admin-mcp
Claim
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
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| 43173 |
pdf-reader
Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
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| 43174 |
mcp_zoomeye
Claim
hacked by pbuff
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| 43175 |
mcp-server-rabel
Claim
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
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| 43176 |
Enables AI agents to render interactive user interfaces such as forms, dashboar…
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| 43177 |
Inkra MCP
Claim
MCP bridge for Inkra — drive a native macOS Markdown editor (SwiftUI + AppKit, …
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| 43178 |
Raven
Claim
Design intelligence for AI-generated UI — principles, patterns, content, brand,…
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| 43179 |
copper-mountain-vna-mcp
Claim
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
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| 43180 | — | |||||||||
| 43181 |
asdfagwg
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| 43182 |
mcp-guide
Claim
Enables AI agents to access and manage project guidelines, documentation, and c…
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| 43183 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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| 43184 |
opendocswork-mcp
Claim
Rust-native MCP server for Office document processing (Excel, Word, PowerPoint)…
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| 43185 |
K-Work Trust
Claim
Korean business record validation and workflow safety gates for AI agents.
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| 43186 |
dbecho
Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
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| 43187 |
runwayMCP
Claim
runwayMCP enables job seekers to evaluate US job postings by automatically chec…
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| 43188 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 43189 |
meshy-mcp
Claim
Enables Claude to generate 3D models from text or images, apply textures, and e…
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| 43190 |
website-seo-audit
Claim
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
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| 43191 |
biomarker-ranges
Claim
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| 43192 |
MiniMax Unified MCP
Claim
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
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| 43193 |
tiingo-mcp
Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
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| 43194 |
mcp-interactive
Claim
A MCP server that collects interactive user feedback during AI-assisted develop…
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| 43195 |
DMARC analytics for AI assistants — domain health, SPF/DKIM records, compliance…
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| 43196 |
GHL MCP Server
Claim
Enables Claude to manage GoHighLevel CRM contacts, pipelines, and workflows thr…
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| 43197 |
Provides a standardized interface for interacting with Mailchimp's tools and se…
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| 43198 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
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| 43199 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 43200 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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