MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23951 |
popup-mcp
Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
|
C 56 3⁄3 | ||||||||
| 23952 |
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
|
C 56 4⁄4 | ||||||||
| 23953 |
MCP Server for networl monitoring software ntopng.
|
C 56 4⁄4 | ||||||||
| 23954 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 23955 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23956 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23957 |
An MCP server that enables AI assistants to interact with Kubernetes clusters b…
|
C 55 4⁄4 | ||||||||
| 23958 |
ai-workshop
Claim
Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More
|
C 55 4⁄3 | ||||||||
| 23959 |
Basic MCP Server
Claim
A WebSocket-based MCP server that provides basic echo functionality and secure …
|
C 55 4⁄4 | ||||||||
| 23960 |
A Python MCP (Model Context Protocol) server and CLI tool to render diagrams us…
|
C 55 4⁄4 | ||||||||
| 23961 |
|
C 55 4⁄3 | ||||||||
| 23962 |
Confluence MCP Server
Claim
Enables AI assistants to interact with Confluence Cloud for managing spaces, pa…
|
C 55 4⁄4 | ||||||||
| 23963 |
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
|
C 55 3⁄3 | ||||||||
| 23964 |
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
|
C 55 4⁄4 | ||||||||
| 23965 |
Allows AI agents to interact with a remote TMF620 Product Catalog Management AP…
|
C 55 4⁄4 | ||||||||
| 23966 |
mcp-space
Claim
MCP Space is a no-code platform for building and deploying AI tools using the M…
|
C 55 4⁄3 | ||||||||
| 23967 |
A comprehensive Model Context Protocol server for Adobe Experience Manager that…
|
C 55 4⁄4 | ||||||||
| 23968 |
Vibe-Coding-Dev-Setup
Claim
This repository contains a complete developer setup for .NET backend vibe codin…
|
C 55 4⁄3 | ||||||||
| 23969 |
Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc…
|
C 55 4⁄4 | ||||||||
| 23970 |
A Python implementation of the MCP server that enables AI models to connect wit…
|
C 55 4⁄4 | ||||||||
| 23971 |
|
C 55 3⁄3 | ||||||||
| 23972 |
agent-studio-starter
Claim
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
|
C 55 4⁄3 | ||||||||
| 23973 |
A soundboard MCP server with millions of meme sounds from myinstants.com. Searc…
|
C 55 4⁄3 | ||||||||
| 23974 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 55 4⁄4 | ||||||||
| 23975 |
Advanced filesystem operations with strict security boundaries for AI agents
|
C 55 4⁄3 | ||||||||
| 23976 |
Provides AI agents and LLMs access to the Nikola TEST MCP API through standardi…
|
C 55 4⁄4 | ||||||||
| 23977 |
lumen
Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
|
C 55 4⁄3 | ||||||||
| 23978 |
OpenSCAD MCP Server
Claim
Enables users to generate parametric 3D models from text descriptions or images…
|
C 55 4⁄4 | ||||||||
| 23979 |
SynapBus
Claim
MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via c…
|
C 55 4⁄3 | ||||||||
| 23980 |
A containerized service that enables MCP clients to interact with data and perf…
|
C 55 4⁄4 | ||||||||
| 23981 |
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
|
C 55 4⁄4 | ||||||||
| 23982 |
Contentrain
Claim
Git-native content governance for AI agents — 24 deterministic MCP tools over s…
|
C 55 4⁄3 | ||||||||
| 23983 |
Owner avatar beijing-car-quota-draw
|
C 55 4⁄4 | ||||||||
| 23984 |
A multi-market stock data server providing financial information, historical pr…
|
C 55 4⁄4 | ||||||||
| 23985 |
claude-code-setup
Claim
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
|
C 55 4⁄3 | ||||||||
| 23986 |
A modular server that implements the Model Context Protocol standard, providing…
|
C 55 4⁄4 | ||||||||
| 23987 |
Exposes public weather and climate data through a standardized API, allowing AI…
|
C 55 4⁄4 | ||||||||
| 23988 |
This MCP scraps vinted for product info.
Disclaimer:
This script is designed f…
|
C 55 4⁄3 | ||||||||
| 23989 |
MCP Document Processor
Claim
An intelligent document processing system that automatically classifies, extrac…
|
C 55 4⁄4 | ||||||||
| 23990 |
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
|
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 |
Xava Labs MCP Template
Claim
A template repository for building Model Context Protocol (MCP) servers that en…
|
C 55 4⁄4 | ||||||||
| 23993 |
trellis_blender
Claim
Blender plugin for TRELLIS and TRELLIS.2 (3D AIGC Model, Text-to-3D, Image-to-3…
|
C 55 4⁄3 | ||||||||
| 23994 |
A comprehensive MCP server with RESTful API that enables file operations, comma…
|
C 55 4⁄4 | ||||||||
| 23995 |
Automates the creation and scheduling of LinkedIn posts using MCP server integr…
|
C 55 4⁄4 | ||||||||
| 23996 |
A server that enables interaction with Upbit cryptocurrency exchange API throug…
|
C 55 4⁄4 | ||||||||
| 23997 |
MySQL MCP Server
Claim
Allows Cursor to interact with MySQL databases through the MCP protocol, enabli…
|
C 55 4⁄4 | ||||||||
| 23998 |
EventWhisper
Claim
Enables fast, scriptable access to Windows .evtx event logs for incident respon…
|
C 55 4⁄3 | ||||||||
| 23999 |
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Serv…
|
C 55 3⁄3 | ||||||||
| 24000 |
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
|
C 55 4⁄4 | ||||||||