MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23951 |
A comprehensive set of samples of creating and using MCP servers and clients wi…
|
C 56 3⁄3 | ||||||||
| 23952 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 23953 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23954 |
Provides weather query capabilities including current weather, daily/hourly for…
|
C 56 4⁄4 | ||||||||
| 23955 |
Enables remote file operations and command execution across multiple machines v…
|
C 56 4⁄3 | ||||||||
| 23956 |
A dual-server MCP system with PostgreSQL integration that provides financial to…
|
C 55 4⁄3 | ||||||||
| 23957 |
lumen
Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
|
C 55 4⁄3 | ||||||||
| 23958 |
Vibe-Coding-Dev-Setup
Claim
This repository contains a complete developer setup for .NET backend vibe codin…
|
C 55 4⁄3 | ||||||||
| 23959 |
A comprehensive Model Context Protocol server that provides AI assistants with …
|
C 55 4⁄4 | ||||||||
| 23960 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 55 4⁄4 | ||||||||
| 23961 |
Allows AI agents to interact with a remote TMF620 Product Catalog Management AP…
|
C 55 4⁄4 | ||||||||
| 23962 |
A Model Context Protocol server designed for tracking and managing personal or …
|
C 55 3⁄3 | ||||||||
| 23963 |
A Python server that enables Claude to interact with Todoist's task management …
|
C 55 4⁄4 | ||||||||
| 23964 |
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
|
C 55 4⁄4 | ||||||||
| 23965 |
Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer Sy…
|
C 55 4⁄4 | ||||||||
| 23966 |
An MCP (Multi-Agent Conversation Protocol) Server providing natural language ac…
|
C 55 4⁄4 | ||||||||
| 23967 |
claude-code-setup
Claim
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
|
C 55 4⁄3 | ||||||||
| 23968 |
Comprehensive Roblox development server with 8 tools for managing Lua/Luau scri…
|
C 55 4⁄4 | ||||||||
| 23969 |
Product MCP Server
Claim
Enables AI agents to manage an in-memory product catalog with tools to add prod…
|
C 55 4⁄4 | ||||||||
| 23970 |
A server that enables interaction with Upbit cryptocurrency exchange API throug…
|
C 55 4⁄4 | ||||||||
| 23971 |
Bible API MCP Server
Claim
A remote MCP server template for deployment on Cloudflare Workers without authe…
|
C 55 4⁄4 | ||||||||
| 23972 |
A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google …
|
C 55 4⁄3 | ||||||||
| 23973 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 55 4⁄3 | ||||||||
| 23974 |
Provides 15 types of chart generation tools (line, bar, pie, radar, word cloud,…
|
C 55 4⁄3 | ||||||||
| 23975 |
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
|
C 55 3⁄3 | ||||||||
| 23976 |
Enables discovery, registration, and management of external API endpoints throu…
|
C 55 4⁄4 | ||||||||
| 23977 |
MCP server for Google Ads — 22 tools for spend diagnosis, impression share, and…
|
C 55 3⁄3 | ||||||||
| 23978 |
A Cloudflare Workers-based Model Context Protocol server that can be deployed w…
|
C 55 4⁄4 | ||||||||
| 23979 |
mcp-space
Claim
MCP Space is a no-code platform for building and deploying AI tools using the M…
|
C 55 4⁄3 | ||||||||
| 23980 |
A comprehensive MCP server with RESTful API that enables file operations, comma…
|
C 55 4⁄4 | ||||||||
| 23981 |
This MCP server enables interaction with NASCAR racing data via the sportsdata.…
|
C 55 4⁄4 | ||||||||
| 23982 |
A Node.js Express server that integrates with Facebook Marketing API to provide…
|
C 55 4⁄4 | ||||||||
| 23983 |
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
|
C 55 4⁄4 | ||||||||
| 23984 |
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
|
C 55 4⁄4 | ||||||||
| 23985 |
trellis_blender
Claim
Blender plugin for TRELLIS and TRELLIS.2 (3D AIGC Model, Text-to-3D, Image-to-3…
|
C 55 4⁄3 | ||||||||
| 23986 |
Enables comprehensive test management through SmartBear Zephyr Scale's REST API…
|
C 55 4⁄4 | ||||||||
| 23987 |
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Serv…
|
C 55 3⁄3 | ||||||||
| 23988 |
MCP Fullstack
Claim
A comprehensive operations platform providing browser automation, web search/cr…
|
C 55 4⁄4 | ||||||||
| 23989 |
A modular server that implements the Model Context Protocol standard, providing…
|
C 55 4⁄4 | ||||||||
| 23990 |
Integrates 193 Kali Linux security tools with AI for intelligent penetration te…
|
C 55 4⁄4 | ||||||||
| 23991 |
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
|
C 55 3⁄3 | ||||||||
| 23992 |
EventWhisper
Claim
Enables fast, scriptable access to Windows .evtx event logs for incident respon…
|
C 55 4⁄3 | ||||||||
| 23993 |
|
C 55 3⁄3 | ||||||||
| 23994 |
Owner avatar beijing-car-quota-draw
|
C 55 4⁄4 | ||||||||
| 23995 |
Black Orchid
Claim
A hot-reloadable MCP proxy server that enables users to create and manage custo…
|
C 55 4⁄3 | ||||||||
| 23996 |
agent-studio-starter
Claim
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
|
C 55 4⁄3 | ||||||||
| 23997 |
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
|
C 55 4⁄3 | ||||||||
| 23998 |
Enables AI models to read, create, and edit Korean HWPX documents with advanced…
|
C 55 4⁄3 | ||||||||
| 23999 |
MySQL MCP Server
Claim
Allows Cursor to interact with MySQL databases through the MCP protocol, enabli…
|
C 55 4⁄4 | ||||||||
| 24000 |
Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc…
|
C 55 4⁄4 | ||||||||