MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37801 |
This MCP server provides LLMs with programmatic access to Google Search Console…
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| 37802 |
Rotki MCP Server
Claim
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
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| 37803 |
jun-skills-hwpx-v2
Claim
Unified MCP server for converting Markdown to HWPX documents or generating new …
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| 37804 |
DPLoy
Claim
Enables AI agents to deploy applications and manage servers over SSH using natu…
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| 37805 |
Voila Groceries MCP
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Voila.ca groceries MCP for card management, product search and order history an…
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| 37806 |
mcp-gera-witness
Claim
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
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| 37807 |
Unifi AP MCP
Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
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| 37808 |
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
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| 37809 |
n2n-nexus
Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
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| 37810 |
skillgod
Claim
An MCP server that automatically injects relevant skills, project memory, and r…
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| 37811 |
log-collector
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MCP server for collecting and analyzing CLI/web server error logs. Enables watc…
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| 37812 |
NINSAÚDE MCP Server
Claim
A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, provid…
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| 37813 |
MCP server that enables semantic search over macroeconomic data using the Lambd…
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| 37814 |
any-db-mcp
Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
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| 37815 |
project10
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| 37816 |
Mofei Life MCP Server
Claim
Enables browsing Mofei's blog posts, fetching article details, comments, and re…
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| 37817 |
Premiere-Pro-MCP
Claim
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
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| 37818 |
MySQL MCP Server
Claim
Enables interaction with MySQL databases via HTTP/SSE, allowing SQL query execu…
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| 37819 |
safesign-mcp
Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
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| 37820 |
pns-server MCP Server
Claim
Enables natural language conversion of production and queueing systems into Pet…
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| 37821 |
Gcore MCP Server
Claim
Enables interaction with Gcore Cloud API via LLM assistants, providing tools fo…
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| 37822 |
agent-walkie-talkie
Claim
Enables autonomous agent-to-agent communication between Claude Code instances u…
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| 37823 |
timeverse-command-mcp
Claim
An MCP server that enables AI clients to execute shell, Python, and Node comman…
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| 37824 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 37825 |
hetzner-mcp
Claim
Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
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| 37826 |
AssetMCP
Claim
Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…
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| 37827 |
MCP Server My Lark Doc
Claim
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
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| 37828 |
Appendix
Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
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| 37829 |
expense-mcp-server
Claim
Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 37830 |
buddy
Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
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| 37831 |
cms-mcp-hub
Claim
A universal connector hub that proxies Claude.ai tool calls to any CMS that run…
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| 37832 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 37833 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
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| 37834 |
coingecko-mcp-server
Claim
Crypto market data via CoinGecko — prices, markets, history, trending, and deep…
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| 37835 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 37836 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 37837 |
Witnessed
Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
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| 37838 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
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| 37839 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 37840 |
jenkins-mcp-server
Claim
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
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| 37841 |
figmind
Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 37842 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 37843 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 37844 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 37845 |
linkedin-mcp
Claim
A personal-use remote MCP server that lets you post to LinkedIn, queue/schedule…
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| 37846 |
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
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| 37847 |
gmail-mcp
Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
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| 37848 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 37849 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 37850 |
password-ai-mcp
Claim
password-ai-mcp MCP server by MEOK AI Labs
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