MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||
| 21852 |
MCP server for Google Search Console & Indexing API — 13 tools for search analy…
|
C 68 3⁄3 | ||||||||
| 21853 |
Enables agents to quickly find and edit code in a codebase with surgical precis…
|
C 68 4⁄4 | ||||||||
| 21854 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21855 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21856 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||
| 21857 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 21858 |
MCP server for interacting with GitLab API, supporting dynamic tool selection a…
|
C 68 3⁄3 | ||||||||
| 21859 |
xiaozhidog-mcp-music
Claim
免费音乐MCP服务器，提供音乐搜索、播放控制、音量调节和播放列表管理功能，专为小智AI音响设计。
|
C 68 3⁄3 | ||||||||
| 21860 |
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
|
C 68 4⁄3 | ||||||||
| 21861 |
Enables real-time indexing and semantic search of local documents (PDF, Word, t…
|
C 68 4⁄3 | ||||||||
| 21862 |
Control mpv media player — playback, playlists, YouTube streaming, and download…
|
C 68 3⁄3 | ||||||||
| 21863 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21864 |
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.…
|
C 68 4⁄3 | ||||||||
| 21865 |
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
C 68 3⁄3 | ||||||||
| 21866 |
MCP Framework
Claim
A middleware system that connects large language models (LLMs) with various too…
|
C 68 4⁄4 | ||||||||
| 21867 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21868 |
Enables AI assistants to interact with the Apify platform to manage actors, mon…
|
C 68 4⁄4 | ||||||||
| 21869 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 21870 |
Zabbix integration for hosts, items, triggers, templates, problems, data and mo…
|
C 68 4⁄4 | ||||||||
| 21871 |
Enables AI-powered management of Ludus cyber range environments through natural…
|
C 68 4⁄4 | ||||||||
| 21872 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21873 |
A lightweight MCP server for Android operating system automation. This server p…
|
C 68 4⁄3 | ||||||||
| 21874 |
structurizr
Claim
Structurizr is a "models as code" tool designed for the C4 model.
|
C 68 3⁄3 | ||||||||
| 21875 |
Enables complete VTEX e-commerce platform integration through natural language,…
|
C 68 4⁄4 | ||||||||
| 21876 |
Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-…
|
C 68 3⁄3 | ||||||||
| 21877 |
调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份…
|
C 68 3⁄3 | ||||||||
| 21878 |
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
|
C 68 3⁄3 | ||||||||
| 21879 |
Enables secure chat-based interaction with PostgreSQL databases through Claude …
|
C 68 4⁄4 | ||||||||
| 21880 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21881 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21882 |
A comprehensive suite of tools for DeFi operations and analytics on the Telos b…
|
C 68 4⁄4 | ||||||||
| 21883 |
MCP server for ZenMoney personal finance app
|
C 68 3⁄3 | ||||||||
| 21884 |
An MCP server for interacting with MangaDex to search manga, fetch metadata, an…
|
C 68 3⁄3 | ||||||||
| 21885 |
YouTube comment social network analysis (SNA): influencer centrality ranking, c…
|
C 68 3⁄3 | ||||||||
| 21886 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21887 |
A Model Context Protocol server for Omi interaction and automation. This server…
|
C 68 4⁄4 | ||||||||
| 21888 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21889 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 21890 |
Enables AI to control iOS simulators through the MCP protocol. Supports device …
|
C 68 3⁄3 | ||||||||
| 21891 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21892 |
Enables AI agents to manage UniFi network infrastructure via the Model Context …
|
C 68 4⁄3 | ||||||||
| 21893 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21894 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21895 |
mcp-ui
Claim
基于MCP(Model Context Protocol)的智能聊天应用，支持Web和桌面环境。集成OpenAI/Anthropic API，提供MCP服务器…
|
C 67 4⁄3 | ||||||||
| 21896 |
MCP server for Google Flights: search, price tracking, cabin comparison, emissi…
|
C 67 3⁄3 | ||||||||
| 21897 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 21898 |
Model Context Protocol server implementation for operating baserCMS that enable…
|
C 67 4⁄4 | ||||||||
| 21899 |
OpenMCP
Claim
Enables conversion of OpenAPI specifications into MCP servers and remixing mult…
|
C 67 4⁄3 | ||||||||
| 21900 |
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
|
C 67 4⁄3 | ||||||||