MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 13 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22001 |
Enables complete management of X (Twitter) accounts through a single API key, s…
|
C 67 4⁄4 | ||||||||
| 22002 |
MCP server for Chrome Web Store extension management — 8 tools for upload, publ…
|
C 67 3⁄3 | ||||||||
| 22003 |
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
|
C 67 3⁄3 | ||||||||
| 22004 |
mcp
Claim
Real email and SMS for AI agents — send mail, receive verification codes, drive…
|
C 67 4⁄3 | ||||||||
| 22005 |
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
|
C 67 4⁄4 | ||||||||
| 22006 |
Look up permits, licenses, and fees for food service businesses in Austin, SF, …
|
C 67 3⁄3 | ||||||||
| 22007 |
claudit-sec
Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
C 67 3⁄3 | ||||||||
| 22008 |
Universal MCP Server with advanced AI memory capabilities and semantic search.
|
C 67 4⁄3 | ||||||||
| 22009 |
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
|
C 67 4⁄3 | ||||||||
| 22010 |
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
|
C 67 4⁄4 | ||||||||
| 22011 |
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
|
C 67 4⁄3 | ||||||||
| 22012 |
An enterprise-grade MCP server that integrates AI agents with Google Sheets and…
|
C 67 4⁄4 | ||||||||
| 22013 |
An MCP server that provides Claude agents with a comprehensive memory managemen…
|
C 67 4⁄4 | ||||||||
| 22014 |
MCP server for Tilda API — projects, pages. 3 tools.
|
C 67 3⁄3 | ||||||||
| 22015 |
laravel-ascend
Claim
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
|
C 67 3⁄3 | ||||||||
| 22016 |
MCP server for GitHub Enterprise API integration
|
C 67 4⁄4 | ||||||||
| 22017 |
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 | ||||||||
| 22018 |
Enables automated trading analysis and chart management through the TradingView…
|
C 67 3⁄3 | ||||||||
| 22019 |
Just MCP Server
Claim
Expose curated Justfile recipes via MCP for safe deterministic automation.
|
C 67 4⁄3 | ||||||||
| 22020 |
An MCP server that enables Claude Code to visually test and control iOS simulat…
|
C 67 3⁄3 | ||||||||
| 22021 |
|
C 67 3⁄3 | ||||||||
| 22022 |
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
|
C 67 3⁄3 | ||||||||
| 22023 |
Provides demo tools for addition, mock weather data, and username generation.
|
C 67 3⁄3 | ||||||||
| 22024 |
An anti-detection browser MCP server designed for JavaScript reverse engineerin…
|
C 67 3⁄3 | ||||||||
| 22025 |
MultiBaas MCP Server
Claim
Enables AI assistants to interact with blockchain data and smart contracts thro…
|
C 67 4⁄4 | ||||||||
| 22026 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 22027 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 22028 |
Interacting with Notion API
|
C 67 4⁄3 | ||||||||
| 22029 |
cc-equity-research
Claim
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's…
|
C 67 3⁄3 | ||||||||
| 22030 |
Enables AI models to interact with BookStack wiki instances through a comprehen…
|
C 67 4⁄4 | ||||||||
| 22031 |
A lightweight, centralized control plane server that enables management of mult…
|
C 67 4⁄4 | ||||||||
| 22032 |
chat
Claim
Chat Client for Your Service's MCP Server
|
C 67 3⁄3 | ||||||||
| 22033 |
Provides traditional Chinese lunar calendar information including auspicious da…
|
C 67 4⁄4 | ||||||||
| 22034 |
GitHub MCP Control Plane
Claim
Provides secure, controlled access to GitHub operations through the Model Conte…
|
C 67 4⁄4 | ||||||||
| 22035 |
mcp-rb
Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
|
C 67 3⁄3 | ||||||||
| 22036 |
mcp-engine-public
Claim
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assis…
|
C 67 3⁄3 | ||||||||
| 22037 |
Enables trading and portfolio management through the Alpaca API, allowing users…
|
C 67 4⁄4 | ||||||||
| 22038 |
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
|
C 67 3⁄3 | ||||||||
| 22039 |
An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local s…
|
C 67 3⁄3 | ||||||||
| 22040 |
Enables AI assistants to interact with Figma designs programmatically, supporti…
|
C 67 4⁄4 | ||||||||
| 22041 |
just-mcp
Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
|
C 67 4⁄3 | ||||||||
| 22042 |
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
|
C 67 3⁄3 | ||||||||
| 22043 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 22044 |
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
|
C 67 4⁄4 | ||||||||
| 22045 |
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineeri…
|
C 67 4⁄3 | ||||||||
| 22046 |
MCP server for UniSender API that enables managing email marketing lists, conta…
|
C 67 3⁄3 | ||||||||
| 22047 |
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
|
C 67 4⁄3 | ||||||||
| 22048 |
MCP Gateway
Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
|
C 67 3⁄3 | ||||||||
| 22049 |
Organizational context & memory for AI agents. Connect 100+ tools into one know…
|
C 67 3⁄3 | ||||||||
| 22050 |
AutoMem MCP provides persistent memory for AI assistants, enabling them to reca…
|
C 67 5⁄5 | ||||||||