MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48651 |
android-mcp-server
Claim
Enables Android device control via ADB and scrcpy, including device management,…
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| 48652 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 48653 |
falllegalonboard-mcp
Claim
MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fol…
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| 48654 |
MCP server for foldkit that exposes tools and resources for 7-prime spine foldi…
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| 48655 |
Enables managing personal expenses, budgets, and financial summaries through na…
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| 48656 |
Readme-builder-mcp
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An MCP server that automatically scans project directories, extracts routes and…
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| 48657 |
ai-content-drop
Claim
Browse 35+ AI video and image models with credit costs, and generate video with…
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| 48658 |
sanitized-db-mcp
Claim
Enables SQL query sanitization by rewriting queries at the AST level to prevent…
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| 48659 |
Jupyter Server MCP
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A configurable MCP server extension for Jupyter Server that enables dynamic reg…
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| 48660 |
Enables AI assistants to access real-time threat intelligence, malware sample m…
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| 48661 |
Windows-MCP
Claim
A lightweight MCP server that enables AI agents to seamlessly integrate with Wi…
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| 48662 |
AF_MCP
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Enables automated device blocking and unblocking operations with authentication…
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| 48663 |
fillin
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| 48664 |
protectwith-kb
Claim
AI-security knowledge as MCP: standards-mapped tools (OWASP, NIST, MITRE) for A…
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| 48665 |
peec-ai-mcp
Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 48666 |
SSH MCP Server
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Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
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| 48667 |
API Testing MCP
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A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/…
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| 48668 |
Weather MCP Server
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Provides real-time weather data for Chinese cities and global locations via wtt…
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| 48669 |
mcp-notify
Claim
Sends push notifications from AI assistants to your mobile device. Supports Cla…
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| 48670 |
@yawlabs/npmjs-mcp
Claim
Enables npm registry operations from MCP clients like Claude Code and Cursor, w…
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| 48671 |
Google Jules MCP Server
Claim
Enables interaction with Google Jules API to automate software development task…
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| 48672 |
mcp-slurm
Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
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| 48673 |
Enables AI agents to interact with Overleaf projects directly, including creati…
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| 48674 |
serpent
Claim
A metasearch backend MCP server that aggregates results from multiple search en…
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| 48675 |
hypermnesic
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Git-first memory for AI agents: Markdown files are truth, the index is disposab…
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| 48676 |
image-recognition-mcp
Claim
Enables running an OpenAI-compatible vision-language model on local images with…
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| 48677 |
MCP Data Analyst
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Enables natural language querying of SQL databases using AI, supporting multipl…
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| 48678 |
Samarth GTM MCP Server
Claim
Production-grade MCP server for the Google Tag Manager API v2 with read-only GA…
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| 48679 |
Tap
Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
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| 48680 |
ai-guardrails
Claim
Cloudflare Workers MCP server: ai-guardrails
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| 48681 |
MCP server for Panoramic Ireland tours. Discover, check availability, and creat…
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| 48682 |
gotham-browser
Claim
Enables Claude Code to control a real browser using AI for web scraping, compet…
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| 48683 |
Google Maps Reviews MCP
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Enables fetching Google Maps reviews and place info without authentication by u…
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| 48684 |
Campaign Monitor MCP
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Enables management of email campaigns, subscribers, lists, segments, journeys, …
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| 48685 |
s3-mcp
Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
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| 48686 |
Pron-download
Claim
Enables searching and downloading PornHub videos via MCP tools with stealth ant…
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| 48687 |
admtools
Claim
MCP server for managing domains, DNS records, email mailboxes, and billing on t…
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| 48688 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 48689 |
Lucius
Claim
An MCP server for Allure TestOps that enables AI agents to manage test cases, d…
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| 48690 |
Incident Agent
Claim
A Python FastMCP server for incident management and analysis, providing tools f…
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| 48691 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 48692 |
Unity MCP Server
Claim
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
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| 48693 |
Clio Manage MCP
Claim
MCP server that connects Clio Manage to Claude via OAuth, enabling law firm man…
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| 48694 |
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
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| 48695 |
Sketch MCP
Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
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| 48696 |
Tauri MCP Server
Claim
Enables AI agents to interact with and debug Tauri desktop applications, provid…
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| 48697 |
WMCA MCP Server
Claim
Enables AI clients like Claude Code to perform stock price queries and trading …
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| 48698 |
Search and book luxury villa rentals across Europe with real-time availability …
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| 48699 |
oms-client-agent-mcp
Claim
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
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| 48700 |
MIDI MCP Server
Claim
Enables AI-driven MIDI composition with chord name support, interactive piano-r…
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