MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35851 |
CardOS MCP Server
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Enables AI assistants to issue and manage virtual cards, check balances, pull t…
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| 35852 |
MCP-TS-DEMO
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A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
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| 35853 |
Drupal Bridge MCP
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Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
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| 35854 |
valet-parking-directory
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MCP server for valet parking: 789 US operators across 31,186 cities. 7 tools. N…
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| 35855 |
Redshift MCP Server
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Enables connecting to Amazon Redshift and executing SQL queries with read-only …
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| 35856 |
Agentic Vault
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MCP server that lets AI agents call APIs without ever seeing the credentials, u…
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| 35857 |
GitHub Stats MCP Server
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Provides tools to access GitHub repository and user statistics, including repo …
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| 35858 |
Doubao Vision MCP Server
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MCP server integrating Doubao vision models, enabling Claude Code to recognize …
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| 35859 |
pumpbhp
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| 35860 |
tymewear-mcp
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Connects Claude to Tyme Wear's breathing sensor platform to analyze ventilatory…
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| 35861 |
cantianai_1
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| 35862 |
worker-mcp
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A high-performance MCP server for Cloudflare Workers/Pages with a web dashboard…
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| 35863 |
oyama-opendata-mcp
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Read-only MCP server providing population and age distribution data for Oyama C…
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| 35864 |
lims-s
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| 35865 |
Provides MCP tools for Google Maps services including directions, geocoding, di…
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| 35866 |
Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. …
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| 35867 |
Enables AI agents to create and manage payment links programmatically via the G…
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| 35868 |
GitHub-Gemini MCP Server
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An advanced Model Context Protocol server that integrates GitHub repositories w…
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| 35869 |
Gamedev All-in-One MCP
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Unifies Roblox Studio, Unity, Unreal Engine, and Blender into a single AI-power…
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| 35870 |
An open-source MCP server for AI-powered fraud prevention that detects fraudule…
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| 35871 |
japan-ir-search
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MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 35872 |
Cyphrex
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Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
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| 35873 |
substack-publisher-mcp
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A tool that connects to Substack's official Publisher API to access posts, news…
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| 35874 |
FinvizMCP
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An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 35875 |
Notion MCP Server
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Enables interaction with Notion databases and pages via the Notion API. Allows …
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| 35876 |
mcp-server
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Minimal FastMCP server demo with example tools like generating leave request em…
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| 35877 |
Query Estonian cybersecurity data -- regulations, decisions, and requirements f…
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| 35878 |
UPS MCP Server
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Enables AI agents to create shipments, track packages, get rates, validate addr…
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| 35879 |
Unreal Engine MCP Server
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Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 35880 |
mcp-google-sheets
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Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
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| 35881 |
x402 Notary MCP
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Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
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| 35882 |
MSSQL MCP Server
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A Model Context Protocol server that exposes SQL Server metadata and read-only …
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| 35883 |
CCCMemory MCP
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Provides Claude with long-term memory by indexing conversation history, enablin…
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| 35884 |
Provides secure, read-only database queries, HTTP GET requests with anti-SSRF p…
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| 35885 |
BioMCP
Claim
Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar,…
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| 35886 |
Enables AI assistants to manage Azure AI Search services, including indexes, do…
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| 35887 |
Japanese holiday and business-day calculations using official Japan Cabinet Off…
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| 35888 |
blpapi-mcp
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Enables access to Bloomberg financial data via MCP, requiring a Bloomberg Termi…
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| 35889 |
foxess-mcp-server
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A powerful MCP server that enables AI assistants like Claude to access, analyze…
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| 35890 |
AI Repo Adventures MCP
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Transforms code repositories into interactive, themed adventures for exploratio…
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| 35891 |
apple-books-mcp
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Enables AI clients to read and write local Apple Books library, collections, an…
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| 35892 |
pointcloud-mcp
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World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
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| 35893 |
things3-mcp-server
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A Model Context Protocol (MCP) server that provides integration with Things 3 a…
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| 35894 |
ppa-mcp
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Anti-procrastination MCP server using ClickUp for task management. Enables capt…
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| 35895 |
network-mcp-server
Claim
MCP server for network operations that lets AI assistants interact with Cisco/J…
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| 35896 |
mcp-uof
Claim
Wraps UOF (U-Office Force) SOAP/ASMX WebServices as MCP tools, enabling AI agen…
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| 35897 |
Enables scanning IP addresses for vulnerabilities using Nmap and API-based chec…
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| 35898 |
Enables AI assistants to discover, evaluate, and execute DeFi yield strategies …
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| 35899 |
Reverie
Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
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| 35900 |
Dynamic MCP Server
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Enables crash dump analysis and kernel debugging by integrating the real crash …
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