MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40751 |
Hello
Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
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| 40752 |
roundtable-mcp
Claim
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
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| 40753 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 40754 |
mcp-apps-office-kit
Claim
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
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| 40755 |
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
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| 40756 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 40757 |
Google Tasks MCP Server
Claim
Manage Google Tasks from MCP-compatible AI clients.
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| 40758 |
DataMerge
Claim
Enhances business intelligence by enriching company and contact data using doma…
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| 40759 |
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
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| 40760 |
Pinecone MCP Server
Claim
Enables AI assistants to perform semantic search, manage vectors, and interact …
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| 40761 |
Kairogen MCP
Claim
MCP server for Kairogen that enables generating images and videos with various …
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| 40762 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 40763 |
gpt_agent
Claim
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| 40764 |
An MCP server that provides [describe what your server does]
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| 40765 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 40766 |
test
Claim
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| 40767 |
awsome_kali_MCPServers
Claim
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
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| 40768 |
Lever ATS MCP Server
Claim
Integrates Lever ATS with Claude Desktop to manage hiring pipelines through nat…
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| 40769 |
trustsource
Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
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| 40770 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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| 40771 |
gotimer-mcp
Claim
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| 40772 |
Pronunciation Assessment
Claim
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
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| 40773 |
tia-connect
Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
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| 40774 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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| 40775 |
HoxCore
Claim
Enables LLMs to manage organizational metadata (projects, missions, activities,…
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| 40776 |
rajavel-6698
Claim
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| 40777 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 40778 |
Appendix
Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
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| 40779 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 40780 |
vsfclub8
Claim
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| 40781 |
Notes MCP Server
Claim
Enables note management (create, read, update, delete, list) through MCP, with …
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| 40782 |
FitSlot MCP Server
Claim
Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
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| 40783 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 40784 |
Remote MCP server bridging Motion to Claude
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| 40785 |
SentinelX
Claim
Operate your own Linux servers from your LLM. Requires the SentinelX agent inst…
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| 40786 |
sh3ll
Claim
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| 40787 |
QRMint MCP
Claim
Generate styled QR codes with colors, logos, frames, and batch support
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| 40788 |
CryptoGuard
Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
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| 40789 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 40790 |
MagentaA11y MCP Server
Claim
Provides accessibility acceptance criteria for 51 web and 42 native components …
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| 40791 |
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
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| 40792 |
agent-0
Claim
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| 40793 |
Tilde x402 MCP Server
Claim
Enables AI agents to discover and pay for x402-enabled services using natural l…
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| 40794 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 40795 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
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| 40796 |
MCP server for accessing VS Code/Cursor Local History
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| 40797 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 40798 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 40799 |
fillin
Claim
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| 40800 |
Vanna AI MCP Server
Claim
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
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