MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31901 |
Brings interactive blue-team security operations into AI hosts, enabling alert …
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| 31902 |
data-newcaledonia
Claim
Enables searching, querying, and retrieving metadata for datasets from New Cale…
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| 31903 |
Eveoy MCP
Claim
Enables AI agents to drive real customer visits to physical stores for $24.99 p…
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| 31904 |
linear-mcp
Claim
MCP server connecting Claude to Linear for searching, creating, updating, and c…
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| 31905 |
Ask Google MCP Server
Claim
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
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| 31906 |
MCP Server for AI agent identity and authorization. Create, verify, and manage …
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| 31907 |
MCP SSH Manager
Claim
MCP server for managing remote servers via SSH, enabling command execution, fil…
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| 31908 |
GA4 MCP Server
Claim
Connects MCP clients like Claude Desktop to Google Analytics 4 Data API, enabli…
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| 31909 |
Naver Search MCP Server
Claim
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
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| 31910 |
jwt-doctor-mcp
Claim
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
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| 31911 |
mcp-advisor
Claim
Provides comprehensive access to the Model Context Protocol specification throu…
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| 31912 |
Tiger Memory MCP Server
Claim
A simple memory system that allows LLMs to store and retrieve information via t…
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| 31913 |
cpp-debug-mcp
Claim
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
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| 31914 |
Freelance MCP Server
Claim
An AI-powered freelance platform aggregator that helps users find gigs, generat…
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| 31915 |
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
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| 31916 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 31917 |
confluence-mcp-server
Claim
An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 31918 |
Open Banking MCP Server
Claim
Enables interaction with bank accounts via TrueLayer API, supporting listing ac…
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| 31919 |
emma-transactions-mcp
Claim
A generic MCP server for querying Emma-app transaction exports stored in Google…
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| 31920 |
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
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| 31921 |
heraldic-blazonry-mcp
Claim
Translates heraldic blazon descriptions into structured visual parameters for i…
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| 31922 |
nim-mcp
Claim
Enables interaction with NIM Labs project tracking through a standardized MCP i…
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| 31923 |
youtube-mcp
Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
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| 31924 |
mulchd
Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
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| 31925 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 31926 |
wecom-doc-mcp
Claim
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
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| 31927 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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| 31928 |
jlcpcb-mcp
Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
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| 31929 |
AI search visibility, brand rankings, AI citations, SEO keywords, and trends fr…
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| 31930 |
EU5MinerMCP
Claim
MCP server for inspecting and interacting with Europa Universalis V game instal…
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| 31931 |
mcp-libreoffice-calc
Claim
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
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| 31932 |
mimari-ai MCP Server
Claim
Provides AI-powered access to Turkish building regulations, architectural stand…
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| 31933 |
wasabi-wacm-connect-mcp
Claim
MCP server for the Wasabi WACM Connect API, enabling management of account hier…
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| 31934 |
MCP Research Router
Claim
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
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| 31935 |
aa-mcp-server
Claim
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
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| 31936 |
code-dev-intel
Claim
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
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| 31937 |
yfnhanced-mcp
Claim
Production-grade financial data infrastructure for AI assistants, providing rel…
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| 31938 |
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
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| 31939 |
MCP Server Client Demo
Claim
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
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| 31940 |
job-search
Claim
A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q…
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| 31941 |
Calculator MCP Server
Claim
Provides basic calculator operations (add, subtract, multiply, divide) as MCP t…
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| 31942 |
Polyglot SSG MCP
Claim
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
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| 31943 |
universal-mail-mcp
Claim
A cross-platform MCP server that provides Claude with email access via IMAP, su…
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| 31944 |
SIP News MCP
Claim
Enables AI assistants to search and read official news from the Luxembourg gove…
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| 31945 |
appstore-mcp
Claim
Enables reading and updating App Store Connect metadata, in-app purchases, scre…
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| 31946 |
FEAT NEXUS PRIME
Claim
An institutional-grade algorithmic trading platform that bridges MetaTrader 5 w…
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| 31947 |
macOS App Launcher
Claim
A fast MCP server for opening, focusing, and quitting macOS apps, and opening U…
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| 31948 |
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
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| 31949 |
football-api-mcp
Claim
MCP server for football-data.org API providing access to football data like sta…
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| 31950 |
socialclaw
Claim
Social media scheduling and publishing for AI agents. 17 validation-first tools…
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