MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8101 |
Weather MCP Server
Claim
Enables users to retrieve current weather information for any city location. Pr…
|
C 69 5⁄4 | ||||||||
| 8102 |
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
|
C 69 5⁄5 | ||||||||
| 8103 |
An MCP server for automating Turo peer-to-peer car rental interactions using st…
|
C 69 5⁄4 | ||||||||
| 8104 |
github-projects-mcp
|
C 69 5⁄5 | ||||||||
| 8105 |
linear-test-mcp
Claim
|
C 69 5⁄4 | ||||||||
| 8106 |
Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for b…
|
C 69 5⁄4 | ||||||||
| 8107 |
An MCP server that exposes over 500 Kali Linux security tools to AI models for …
|
C 69 5⁄4 | ||||||||
| 8108 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 69 5⁄5 | ||||||||
| 8109 |
A simple note storage system that lets users create and summarize notes with va…
|
C 69 5⁄4 | ||||||||
| 8110 |
MCP-K8sWizard
Claim
🤖 AI-powered Kubernetes management with 37+ tools via natural language. Transfo…
|
C 69 5⁄4 | ||||||||
| 8111 |
Enables conversational analysis of CSV and Parquet files through natural langua…
|
C 69 5⁄4 | ||||||||
| 8112 |
A Model Context Protocol implementation that plays sound effects (completion, e…
|
C 69 5⁄5 | ||||||||
| 8113 |
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
|
C 69 5⁄4 | ||||||||
| 8114 |
Enables speech recognition, synthesis, and voice listing via Yandex SpeechKit A…
|
C 69 4⁄4 | ||||||||
| 8115 |
|
C 69 5⁄4 | ||||||||
| 8116 |
SpyNet
Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
|
C 69 5⁄5 | ||||||||
| 8117 |
Security MCP Server
Claim
Provides AI agents like Claude with secure, controlled access to network securi…
|
C 69 5⁄5 | ||||||||
| 8118 |
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
|
C 69 5⁄5 | ||||||||
| 8119 |
mcp-dap-server
Claim
MCP server to communicate with DAP servers allowing AI Agents the ability to de…
|
C 69 5⁄4 | ||||||||
| 8120 |
A Model Context Protocol server that provides real-time database schema informa…
|
C 69 5⁄5 | ||||||||
| 8121 |
A production-ready MCP server ecosystem providing Claude AI with 150+ specializ…
|
C 69 5⁄4 | ||||||||
| 8122 |
Enables AI agents to compile, execute, and check Almide code for syntax or comp…
|
C 69 5⁄4 | ||||||||
| 8123 |
Enables users to connect and run Stack AI workflows directly through MCP-compat…
|
C 69 5⁄5 | ||||||||
| 8124 |
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
|
C 69 5⁄4 | ||||||||
| 8125 |
A comprehensive suite of Model Context Protocol servers designed to extend AI a…
|
C 69 5⁄5 | ||||||||
| 8126 |
Oura Ring MCP Server
Claim
Enables access to Oura Ring health data including sleep patterns, activity metr…
|
C 69 5⁄5 | ||||||||
| 8127 |
MCP server for Cucumber Studio - test scenarios, action words, and execution da…
|
C 69 5⁄5 | ||||||||
| 8128 |
Universal Menu
Claim
Provides an interactive decision menu that surfaces contextual choices on every…
|
C 69 5⁄5 | ||||||||
| 8129 |
A Model Context Protocol server that provides tools for interacting with the ST…
|
C 69 5⁄5 | ||||||||
| 8130 |
Provides read-only access to native macOS system utilities including disk manag…
|
C 69 5⁄5 | ||||||||
| 8131 |
Enables LLMs to perform web browsing tasks, take screenshots, and execute JavaS…
|
C 69 5⁄4 | ||||||||
| 8132 |
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
|
C 69 5⁄5 | ||||||||
| 8133 |
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
|
C 69 5⁄4 | ||||||||
| 8134 |
Lithic MCP Server
Claim
A TypeScript implementation of a Model Context Protocol server providing read-o…
|
C 69 5⁄5 | ||||||||
| 8135 |
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Mod…
|
C 69 5⁄4 | ||||||||
| 8136 |
Provides comprehensive Redis database operations supporting all major data type…
|
C 69 5⁄5 | ||||||||
| 8137 |
A server that lets you get customized music recommendations from TIDAL based on…
|
C 69 5⁄5 | ||||||||
| 8138 |
Enables control of OXII smart home devices through the Model Context Protocol, …
|
C 69 5⁄5 | ||||||||
| 8139 |
Express MCP Server
Claim
A modular Model Context Protocol server implementation using Express.js that pr…
|
C 69 5⁄5 | ||||||||
| 8140 |
A simple MCP server that allows accessing and executing shell commands on a VM …
|
C 69 5⁄5 | ||||||||
| 8141 |
leanmcp-sdk
Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
|
C 69 6⁄4 | ||||||||
| 8142 |
An MCP server that wraps a local SearXNG instance to provide private, customiza…
|
C 69 5⁄4 | ||||||||
| 8143 |
Enables interaction with Palo Alto Networks APIs through a Model Context Protoc…
|
C 69 5⁄5 | ||||||||
| 8144 |
A Model Context Protocol server that provides AI assistants like Claude with se…
|
C 69 5⁄4 | ||||||||
| 8145 |
MCP server for WordPress. Manage posts, users, comments, terms, metadata, and s…
|
C 69 5⁄4 | ||||||||
| 8146 |
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
|
C 69 5⁄4 | ||||||||
| 8147 |
Enables AI assistants to perform intelligent web searches using the Baidu Wenxi…
|
C 69 5⁄5 | ||||||||
| 8148 |
Sends periodic system notifications to remind users to take breaks and move aro…
|
C 69 5⁄5 | ||||||||
| 8149 |
S3 MCP Server
Claim
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
|
C 69 5⁄5 | ||||||||
| 8150 |
A Model Context Protocol server that enables AI agents to interact with Alibaba…
|
C 69 5⁄5 | ||||||||