MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 8 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58101 |
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
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| 58102 |
mcp-brain
Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
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| 58103 |
mcp-server-analyzer
Claim
An MCP server that performs comprehensive Python code analysis using Ruff, ty, …
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| 58104 |
hostman-mcp-server
Claim
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
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| 58105 |
UCP Gateway
Claim
AI Shopping tools for product search, comparison, and safe checkout
Commerce G…
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| 58106 |
esiomai
Claim
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| 58107 |
apex-mcp-server
Claim
A read-only MCP server for the Apex Rides API, deployed as a Cloudflare Worker,…
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| 58108 |
entity-extraction-mcp
Claim
Enables entity extraction from conversations using Claude AI, with tools to rec…
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| 58109 |
junobuild-mcp-server
Claim
Manage satellites, hosting, serverless functions, changes and more through any …
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| 58110 |
Mem0 Memory MCP Server
Claim
Enables memory storage and retrieval using Mem0, allowing users to store contex…
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| 58111 |
RepCheck
Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
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| 58112 |
claude-tmux
Claim
MCP server for orchestrating multiple Claude Code instances via tmux, enabling …
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| 58113 |
vCluster YAML MCP Server
Claim
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 58114 |
SK Wwise MCP
Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 58115 |
Web Fetch MCP Server
Claim
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
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| 58116 |
mcp-weather-server
Claim
Enables MCP clients like Kiro and Claude to access current weather conditions a…
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| 58117 |
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
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| 58118 |
mcp-obsidian
Claim
A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
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| 58119 |
Paper Scout MCP Server
Claim
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
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| 58120 |
teste
Claim
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| 58121 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 58122 |
mcp-arcgis-roanoke
Claim
Provides tools to search and query open geospatial datasets from the City of Ro…
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| 58123 |
dangsaju-mcp
Claim
Calculates Korean traditional Dangsaju 12 stars based on birth date and time, r…
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| 58124 |
Office MCP Server
Claim
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
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| 58125 |
Enables querying Google Analytics 4 data using natural language through MCP cli…
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| 58126 |
git-helper-ai-mcp
Claim
git-helper-ai-mcp MCP server by MEOK AI Labs
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| 58127 |
gitlab-mcp
Claim
A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit…
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| 58128 |
Jina MCP Server
Claim
Provides web content extraction, search, embedding, and reranking tools via Jin…
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| 58129 |
a-stock-data-mcp
Claim
MCP server adapter that exposes A-share stock data tools, prompts, and resource…
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| 58130 |
Connects AI assistants like Cursor or Claude Desktop to WordPress sites via the…
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| 58131 |
trello-mcp
Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
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| 58132 |
JinaAI MCP Server
Claim
Enables LLMs to read and extract clean, markdown-formatted content from any web…
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| 58133 |
Amplitude MCP Server
Claim
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
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| 58134 |
MEK MCP
Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
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| 58135 |
kintone MCP Server
Claim
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 58136 |
A production-ready MCP server for UberEats automation, featuring Redis-backed s…
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| 58137 |
SerpApi MCP Server
Claim
Enables searching across multiple search engines (Google, Bing, YouTube, DuckDu…
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| 58138 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 58139 |
falllegalonboard-mcp
Claim
MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fol…
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| 58140 |
IAC Audit Pack
Claim
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
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| 58141 |
cc-sensei
Claim
Distills Claude Code's 310K LoC source into 32 queryable architecture modules v…
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| 58142 |
Anime.js MCP Server
Claim
Provides AI assistants with comprehensive access to the Anime.js animation libr…
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| 58143 |
A remote MCP server template for Cloudflare Workers without authentication, sup…
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| 58144 |
K-Sign MCP Server
Claim
Provides Korean Sign Language (KSL) data through MCP, enabling search and retri…
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| 58145 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
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| 58146 |
jade-memory
Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
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| 58147 |
edgemem
Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
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| 58148 |
Medium MCP Server
Claim
Enables programmatic interaction with Medium's content ecosystem for intelligen…
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| 58149 |
mac-audio-router-mcp
Claim
Enables AI agents to manage macOS audio routing, device switching, volume contr…
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| 58150 |
Gemini MCP Chatbot
Claim
An MCP server exposing calculator, file read, and file write tools for the Gemi…
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