MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11201 |
A lightweight mcp server that tells you exactly where you are.
|
C 64 5⁄5 | ||||||||
| 11202 |
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
|
C 64 5⁄5 | ||||||||
| 11203 |
An MCP server that implements a structured workflow for LLM-based coding, guidi…
|
C 64 5⁄5 | ||||||||
| 11204 |
Enables interaction with the NEI platform to query project resources such as in…
|
C 64 5⁄5 | ||||||||
| 11205 |
Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the…
|
C 64 5⁄5 | ||||||||
| 11206 |
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
|
C 64 5⁄5 | ||||||||
| 11207 |
An MCP server that empowers AI agents to inspect any wallet’s balance and oncha…
|
C 64 5⁄5 | ||||||||
| 11208 |
A monorepo containing three Model Context Protocol (MCP) servers that enable na…
|
C 64 5⁄5 | ||||||||
| 11209 |
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
|
C 64 6⁄4 | ||||||||
| 11210 |
|
C 64 5⁄4 | ||||||||
| 11211 |
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
|
C 64 5⁄5 | ||||||||
| 11212 |
Confluence MCP Server
Claim
A FastMCP-based server that provides seamless integration with the Confluence R…
|
C 64 5⁄5 | ||||||||
| 11213 |
A production-ready Model Context Protocol server for interacting with Cosmic he…
|
C 64 5⁄5 | ||||||||
| 11214 |
A lightweight mcp server that tells you exactly what time is it based on your I…
|
C 64 5⁄5 | ||||||||
| 11215 |
Enables AI models to perform file system operations (reading, creating, and lis…
|
C 64 5⁄4 | ||||||||
| 11216 |
File Manager MCP Server
Claim
Provides secure file system operations for AI assistants including directory li…
|
C 64 5⁄5 | ||||||||
| 11217 |
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
|
C 64 5⁄4 | ||||||||
| 11218 |
An MCP server for the YApi platform that allows AI assistants to search, create…
|
C 64 5⁄5 | ||||||||
| 11219 |
AutoCAD MCP Server
Claim
Enables AI agents to interact with AutoCAD through Python automation to draw ge…
|
C 64 5⁄4 | ||||||||
| 11220 |
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
|
C 64 5⁄5 | ||||||||
| 11221 |
A custom implementation for real-time supply chain optimization that enables pa…
|
C 64 5⁄5 | ||||||||
| 11222 |
Hatena Blog MCP Server
Claim
Enables searching and retrieving articles from Hatena Blog through Claude Deskt…
|
C 64 5⁄5 | ||||||||
| 11223 |
Tracking stablecoin peg integrity across multiple blockchains.
|
C 64 5⁄5 | ||||||||
| 11224 |
Enables high-precision detection, anonymization, encryption and decryption of p…
|
C 64 5⁄5 | ||||||||
| 11225 |
A template for deploying a Model Context Protocol server to Cloudflare Workers …
|
C 64 5⁄5 | ||||||||
| 11226 |
Canvas MCP Server
Claim
Connects Canvas LMS to AI assistants, enabling users to list courses and retrie…
|
C 64 5⁄5 | ||||||||
| 11227 |
Enables managing Active Directory users, groups, and computers using natural la…
|
C 64 5⁄4 | ||||||||
| 11228 |
Enables text-based control of Android devices through Claude Code using accessi…
|
C 64 5⁄4 | ||||||||
| 11229 |
MCP server for comprehensive market and financial news search with advanced fil…
|
C 64 5⁄5 | ||||||||
| 11230 |
Enables full automation of Sport5 Fantasy League management including team anal…
|
C 64 5⁄4 | ||||||||
| 11231 |
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
|
C 64 5⁄5 | ||||||||
| 11232 |
A Model Context Protocol server that collects and analyzes Korean stock market …
|
C 64 5⁄5 | ||||||||
| 11233 |
An MCP service that enables AI to fully manage email accounts, supporting sendi…
|
C 64 5⁄5 | ||||||||
| 11234 |
An MCP server that enables interaction with Jira to fetch issues by key and per…
|
C 64 5⁄5 | ||||||||
| 11235 |
Track real-time flight statuses, schedules, and airline information globally. A…
|
C 64 6⁄6 | ||||||||
| 11236 |
A MCP server that can run Kubernetes commands with a given kubeconfig path and …
|
C 64 5⁄5 | ||||||||
| 11237 |
Provides read-only server monitoring and diagnostic tools for AI assistants to …
|
C 64 5⁄5 | ||||||||
| 11238 |
A Model Context Protocol server providing read-only access to PostgreSQL databa…
|
C 64 5⁄4 | ||||||||
| 11239 |
Identifies resource-intensive processes on macOS and provides performance impro…
|
C 64 5⁄4 | ||||||||
| 11240 |
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
|
C 64 5⁄5 | ||||||||
| 11241 |
Security scanner for AI agents that detects prompt injections using 42+ regex p…
|
C 64 6⁄6 | ||||||||
| 11242 |
An MCP server that provides jokes to Microsoft Copilot Studio, demonstrating ho…
|
C 64 5⁄5 | ||||||||
| 11243 |
A comprehensive HTTP client MCP server for security testing, API testing, and w…
|
C 63 5⁄5 | ||||||||
| 11244 |
WineDbg MCP Server
Claim
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
|
C 63 5⁄4 | ||||||||
| 11245 |
A Model Context Protocol server that enables LLMs to understand BigQuery datase…
|
C 63 5⁄5 | ||||||||
| 11246 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11247 |
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
|
C 63 5⁄5 | ||||||||
| 11248 |
MCP server for Google search results via SERP API
|
C 63 5⁄5 | ||||||||
| 11249 |
A Model Context Protocol server that provides comprehensive weather data queryi…
|
C 63 5⁄5 | ||||||||
| 11250 |
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
|
C 63 5⁄4 | ||||||||