MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21051 |
claude-code-setup
Claim
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
|
C 55 4⁄3 | ||||||||
| 21052 |
A lightweight HTTP server that exposes Blender's camera system for real-time im…
|
C 55 4⁄4 | ||||||||
| 21053 |
A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google …
|
C 55 4⁄3 | ||||||||
| 21054 |
Generates architecture diagrams, flowcharts, and sequence diagrams to visualize…
|
C 55 4⁄4 | ||||||||
| 21055 |
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
|
C 55 4⁄4 | ||||||||
| 21056 |
A server that enables AI assistants to interact with LinkedIn programmatically …
|
C 55 4⁄4 | ||||||||
| 21057 |
Xava Labs MCP Template
Claim
A template repository for building Model Context Protocol (MCP) servers that en…
|
C 55 4⁄4 | ||||||||
| 21058 |
A Python implementation of the MCP server that enables AI models to connect wit…
|
C 55 4⁄4 | ||||||||
| 21059 |
Enables AI agents to search, create, and manage Notion pages and databases thro…
|
C 55 4⁄4 | ||||||||
| 21060 |
mcp-space
Claim
MCP Space is a no-code platform for building and deploying AI tools using the M…
|
C 55 4⁄3 | ||||||||
| 21061 |
trellis_blender
Claim
Blender plugin for TRELLIS and TRELLIS.2 (3D AIGC Model, Text-to-3D, Image-to-3…
|
C 55 4⁄3 | ||||||||
| 21062 |
Exposes public weather and climate data through a standardized API, allowing AI…
|
C 55 4⁄4 | ||||||||
| 21063 |
contentrain
Claim
Local-first MCP server for AI content governance — models, content, validation,…
|
C 55 4⁄3 | ||||||||
| 21064 |
MCP server for weather, climate, air quality, agriculture, pollen and geocoding…
|
C 55 4⁄3 | ||||||||
| 21065 |
Enables comprehensive test management through SmartBear Zephyr Scale's REST API…
|
C 55 4⁄4 | ||||||||
| 21066 |
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
|
C 55 4⁄4 | ||||||||
| 21067 |
Enables secure querying of analytics data stored in AWS Athena/S3 through natur…
|
C 55 4⁄4 | ||||||||
| 21068 |
A Model Context Protocol server that provides an interface for AI models to int…
|
C 55 4⁄4 | ||||||||
| 21069 |
A TypeScript-based MCP server scaffold designed for monitoring and interacting …
|
C 55 4⁄4 | ||||||||
| 21070 |
Enables rendering of diagrams (sequence, flowchart, ER, cloud architecture, etc…
|
C 55 4⁄4 | ||||||||
| 21071 |
MCP Fullstack
Claim
A comprehensive operations platform providing browser automation, web search/cr…
|
C 55 4⁄4 | ||||||||
| 21072 |
A complete Model Context Protocol server that implements Selenium WebDriver for…
|
C 55 4⁄3 | ||||||||
| 21073 |
agent-studio-starter
Claim
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
|
C 55 4⁄3 | ||||||||
| 21074 |
A Model Context Protocol server that provides seamless interaction with Workato…
|
C 55 4⁄4 | ||||||||
| 21075 |
MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Serv…
|
C 55 3⁄3 | ||||||||
| 21076 |
Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.
|
C 55 4⁄3 | ||||||||
| 21077 |
Provides access to Vietnam stock market data including real-time quotes, histor…
|
C 55 4⁄4 | ||||||||
| 21078 |
Product MCP Server
Claim
Enables AI agents to manage an in-memory product catalog with tools to add prod…
|
C 55 4⁄4 | ||||||||
| 21079 |
Enables calculation of European option prices and Greeks (like Delta, Vega, The…
|
C 55 4⁄4 | ||||||||
| 21080 |
Enables discovery, registration, and management of external API endpoints throu…
|
C 55 4⁄4 | ||||||||
| 21081 |
Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP se…
|
C 55 4⁄3 | ||||||||
| 21082 |
An MCP server that enables AI assistants to interact with Kubernetes clusters b…
|
C 55 4⁄4 | ||||||||
| 21083 |
A containerized service that enables MCP clients to interact with data and perf…
|
C 55 4⁄4 | ||||||||
| 21084 |
A comprehensive Model Context Protocol server for Adobe Experience Manager that…
|
C 55 4⁄4 | ||||||||
| 21085 |
Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer Sy…
|
C 55 4⁄4 | ||||||||
| 21086 |
RPG Ledger MCP Server
Claim
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
|
C 55 4⁄4 | ||||||||
| 21087 |
MCP Trade Plan Service
Claim
A minimal REST service designed for managing and executing automated trading pl…
|
C 55 4⁄4 | ||||||||
| 21088 |
MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between …
|
C 55 4⁄4 | ||||||||
| 21089 |
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
|
C 55 4⁄4 | ||||||||
| 21090 |
Comprehensive Roblox development server with 8 tools for managing Lua/Luau scri…
|
C 55 4⁄4 | ||||||||
| 21091 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 55 4⁄3 | ||||||||
| 21092 |
Device MCP Server
|
C 55 4⁄3 | ||||||||
| 21093 |
Integrates 193 Kali Linux security tools with AI for intelligent penetration te…
|
C 55 4⁄4 | ||||||||
| 21094 |
openclaw-superpowers
Claim
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron schedu…
|
C 55 4⁄3 | ||||||||
| 21095 |
A Cloudflare Workers-based Model Context Protocol server that can be deployed w…
|
C 55 4⁄4 | ||||||||
| 21096 |
A serverless MCP (Model Context Protocol) implementation that can be deployed o…
|
C 55 4⁄4 | ||||||||
| 21097 |
Advanced filesystem operations with strict security boundaries for AI agents
|
C 55 4⁄3 | ||||||||
| 21098 |
lumen
Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
|
C 55 4⁄3 | ||||||||
| 21099 |
A Node.js Express server that integrates with Facebook Marketing API to provide…
|
C 55 4⁄4 | ||||||||
| 21100 |
MCP Server
Claim
Provides custom tools for news search, user profile management, and mathematica…
|
C 55 4⁄3 | ||||||||