MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52051 |
Call Me
Claim
Your AI rings your iPhone, speaks its question, and gets your spoken answer bac…
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| 52052 |
beatport-scraper
Claim
Enables extracting metadata from Beatport track URLs, including preview audio, …
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| 52053 |
pentest-mcp-server
Claim
Wraps common web penetration testing tools in a Docker container and exposes th…
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| 52054 |
MealOS
Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 52055 |
YatraSaarthi MCP Server
Claim
Provides transit concierge tools for Indian Railways, including live train stat…
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| 52056 |
MCP Gatekeeper
Claim
Enables policy-enforced access to dangerous tools like file read/write/delete a…
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| 52057 |
apple-mail-mcp
Claim
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
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| 52058 |
me-db
Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
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| 52059 |
A Model Context Protocol server that enables natural language querying of Kasey…
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| 52060 |
MCP Ads
Claim
Run Google Ads, Meta Ads, GA4 and Search Console from chat: read, audit and lau…
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| 52061 |
soldefi-mcp
Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
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| 52062 |
Okta-MCP
Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
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| 52063 |
ShopBot AI MCP Server
Claim
AI customer support MCP server with order status lookup and RAG-powered knowled…
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| 52064 |
nvidia-vision-mcp
Claim
Enables AI models to read local images using NVIDIA vision models, supporting i…
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| 52065 |
project-memory-mcp
Claim
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
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| 52066 |
Enables AI agents to manage and query a temporally-aware knowledge graph memory…
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| 52067 |
dothub
Claim
Publish your Claude Code setup, browse a public feed, and pull setups in. Remot…
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| 52068 |
nd-quirks
Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 52069 |
Fast News MCP
Claim
Search, trending, topics, and local news all in one MCP server. Article preview…
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| 52070 |
Astral MCP
Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
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| 52071 |
Azure DevOps MCP Server
Claim
MCP server that enables AI assistants to manage Azure DevOps resources includin…
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| 52072 |
python-adtech-mcp-server
Claim
Exposes 23 AdTech tools as REST endpoints for AI agents to discover and call vi…
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| 52073 |
Umami MCP Server
Claim
Read-only MCP server for Umami analytics. It talks to the Umami REST API direct…
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| 52074 |
Base MCP Server
Claim
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
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| 52075 |
noapi-google-search-mcp
Claim
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
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| 52076 |
Claude MCP Server
Claim
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
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| 52077 |
compliant-empty-mcp
Claim
A fully valid MCP server that advertises zero capabilities, demonstrating that …
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| 52078 |
Laytime Calculator Pro
Claim
AI-powered laytime, demurrage and despatch calculation for ship chartering. Sen…
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| 52079 |
solidworks-mcp
Claim
MCP bridge server for SolidWorks that enables AI assistants to control SolidWor…
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| 52080 |
Property Descriptions
Claim
UK property listing description generator. Give an AI assistant a postcode or a…
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| 52081 |
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
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| 52082 |
openclaw-mcp-bridge
Claim
A smart bridge that aggregates multiple MCP servers under a single interface, p…
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| 52083 |
GitHub Agent MCP Server
Claim
Enables AI agents to interact with GitHub via natural language, supporting repo…
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| 52084 |
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
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| 52085 |
Provides a standardized interface for interacting with Unipile's tools and serv…
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| 52086 |
warmstart
Claim
An MCP server that exposes a verified manifest of a repository's development co…
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| 52087 |
A high-performance Model Context Protocol (MCP) server that provides seamless i…
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| 52088 |
Echoes MCP Server
Claim
Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 52089 |
qTest MCP Server
Claim
This is an unofficial, community-built MCP server for qTest Manager. Not affili…
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| 52090 |
agent
Claim
Taisly Agent Kit MCP server for AI agent social media video publishing. Discove…
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| 52091 |
wake-commerce
Claim
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| 52092 |
mcp-imap-server
Claim
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
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| 52093 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 52094 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 52095 |
sugestim
Claim
Enables recognition and defense against covert influence patterns (Milton Model…
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| 52096 |
qrouter
Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
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| 52097 |
mcp-terminal-server
Claim
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
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| 52098 |
Hivemind
Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
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| 52099 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 52100 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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