MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58901 |
crm-ai-mcp
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crm-ai-mcp MCP server by MEOK AI Labs
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| 58902 |
quiz-generator-ai-mcp
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quiz-generator-ai-mcp MCP server by MEOK AI Labs
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| 58903 |
puppeteer-mcp-claude
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Browser automation MCP server for Claude, powered by Puppeteer.
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| 58904 |
miami_friend
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| 58905 |
ekursy-mcp-py
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Enables AI tools to access student profiles, course lists, grades, page content…
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| 58906 |
ssh-chat-mcp
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Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
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| 58907 |
triage-agent-mcp
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MCP server that guides an AI agent through stack trace triage, from raw error t…
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| 58908 |
mcp-db-schema-tools
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Database schema management MCP server for Claude Code, enabling natural languag…
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| 58909 |
Enables AI image generation using the minimax/image-01 model via Replicate API.…
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| 58910 |
grok-mcp
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Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
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| 58911 |
FreightUtils MCP Server
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16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
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| 58912 |
appwrite-security-mcp
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MCP server for Appwrite security audits that scans permissions and provides str…
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| 58913 |
RobotMCP Server
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A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
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| 58914 |
MCP on Azure
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Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 58915 |
ffmpeg-mcp-server
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Enables video processing operations (speed adjustment, keyframe optimization, c…
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| 58916 |
Browser DevTools MCP
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Playwright-powered browser automation and debugging for VS Code and Cursor via …
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| 58917 |
Workflowy MCP Server
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Provides LLM access to Workflowy's API, enabling agents to create, read, update…
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| 58918 |
ComplyOS
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AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
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| 58919 |
sostenuto
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Provides a selective persistent memory layer for AI companions, enabling struct…
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| 58920 |
smartsheet-mcp
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Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
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| 58921 |
Cursor History MCP
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Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
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| 58922 |
nba-stats-mcp
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Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
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| 58923 |
terminal-mcp
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A secure and pluggable MCP server to run terminal commands on your local machin…
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| 58924 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 58925 |
Veroq
Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
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| 58926 |
MCP Tool Factory
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A framework for building hot-loadable MCP tools that feature conversational neg…
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| 58927 |
dynatrace-mcp
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This remote MCP server allows interaction with the Dynatrace observability plat…
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| 58928 |
remote-mcp-authless
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A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 58929 |
Google Calendar
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Manage calendars and events in your Google account from your workspace. List, s…
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| 58930 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
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| 58931 |
consciousness-engine-mcp
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consciousness-engine-mcp MCP server by MEOK AI Labs
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| 58932 |
stablebaseline-mcp
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End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
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| 58933 |
mcp-yuntrack
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Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
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| 58934 |
Distill
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MCP server that provides a shared team knowledge base by transforming raw input…
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| 58935 |
md2wechat-skill
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Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
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| 58936 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 58937 |
sandbox-mcp
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Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
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| 58938 |
MCP Git Commit Generator
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Analyzes Git repository changes and generates conventional, context-aware commi…
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| 58939 |
CL Razorpay MCP Server
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Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 58940 |
This MCP server simplifies interaction with the ConnectWise Manage API through …
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| 58941 |
Canvas Agent
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MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
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| 58942 |
Tandoor MCP Server
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MCP server for managing Tandoor recipes, meal plans, and shopping lists. Enable…
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| 58943 |
Kasm MCP Server v2
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Enables AI agents to manage and interact with Kasm Workspaces containerized des…
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| 58944 |
n8n-MCP
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A Model Context Protocol server that provides AI assistants with comprehensive …
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| 58945 |
wolt-mcp
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A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
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| 58946 |
Superjolt MCP Server
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Enables AI-powered infrastructure management of JavaScript applications via nat…
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| 58947 |
Bowman Prospects MCP
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Classifies Bowman Prospects baseball cards using image recognition, provides pl…
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| 58948 |
siftingio-mcp
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MCP server that provides access to SiftingIO market data, including live prices…
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| 58949 |
mcp_flutter
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| 58950 |
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
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