MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 5 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16051 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16052 |
Enables managing Ubuntu/Linux servers through natural language by establishing …
|
F 25 5⁄5 | ||||||||
| 16053 |
A Model Context Protocol server that enables automated search monitoring with A…
|
F 25 5⁄4 | ||||||||
| 16054 |
Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search wi…
|
F 25 6⁄6 | ||||||||
| 16055 |
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
|
F 25 6⁄6 | ||||||||
| 16056 |
League of Legends AI coaching: player profiles, match history, ranked stats & p…
|
F 25 6⁄6 | ||||||||
| 16057 |
AI-powered prompt refinement with adaptive questioning and multi-provider suppo…
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F 25 5⁄4 | ||||||||
| 16058 |
AI agent cost intelligence — track spend across providers, optimize model selec…
|
F 25 6⁄6 | ||||||||
| 16059 |
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
|
F 25 6⁄6 | ||||||||
| 16060 |
Aggregates multiple MCP servers into one unified server.
|
F 25 5⁄5 | ||||||||
| 16061 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16062 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16063 |
An MCP server that enables Claude Desktop to interact with Discord through a de…
|
F 25 5⁄5 | ||||||||
| 16064 |
Manage your daily status, work availability, and location history to provide re…
|
F 25 6⁄6 | ||||||||
| 16065 |
Provides comprehensive tools for enterprise searching, channel statistical anal…
|
F 25 5⁄5 | ||||||||
| 16066 |
Easiest framework for building MCP servers with automatic discovery of tools, p…
|
F 25 5⁄4 | ||||||||
| 16067 |
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
|
F 25 5⁄4 | ||||||||
| 16068 |
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
|
F 25 5⁄5 | ||||||||
| 16069 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16070 |
This server acts as a Message Communication Protocol (MCP) service for integrat…
|
F 25 5⁄5 | ||||||||
| 16071 |
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
|
F 25 5⁄5 | ||||||||
| 16072 |
A Model Context Protocol server enabling product searches across e-commerce pla…
|
F 25 5⁄5 | ||||||||
| 16073 |
A local Model Context Protocol server designed to share contextual information …
|
F 25 5⁄5 | ||||||||
| 16074 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16075 |
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
|
F 25 5⁄5 | ||||||||
| 16076 |
An advanced Playwright MCP server that enables efficient browser automation thr…
|
F 25 5⁄4 | ||||||||
| 16077 |
Predictive dependency security engine. Trust scores, zombie detection, blast ra…
|
F 25 5⁄4 | ||||||||
| 16078 |
A Model Context Protocol server that enables intelligent searching across docum…
|
F 25 5⁄5 | ||||||||
| 16079 |
Enables AI assistants to query and manage PingCode project management data, inc…
|
F 25 5⁄4 | ||||||||
| 16080 |
An extensible Message Communication Protocol server that provides secure code e…
|
F 25 6⁄6 | ||||||||
| 16081 |
Enables interaction with Apple Notes via natural language, supporting note crea…
|
F 25 5⁄4 | ||||||||
| 16082 |
A suite of MCP servers that allow LLMs to interact with blockchains through Met…
|
F 25 5⁄5 | ||||||||
| 16083 |
An MCP server for analyzing images using OpenRouter vision models, offering cap…
|
F 25 5⁄5 | ||||||||
| 16084 |
A FastMCP-based server providing tools for weather queries, random number gener…
|
F 25 5⁄5 | ||||||||
| 16085 |
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
|
F 25 5⁄4 | ||||||||
| 16086 |
A Model Context Protocol server that provides access to the Keywords Everywhere…
|
F 25 6⁄6 | ||||||||
| 16087 |
Enables AI assistants to create and manage Cursor Cloud Agents that autonomousl…
|
F 25 5⁄5 | ||||||||
| 16088 |
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
|
F 25 6⁄6 | ||||||||
| 16089 |
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
|
F 25 5⁄5 | ||||||||
| 16090 |
MCP server for discovering and installing AI agent skills from agentskill.sh. S…
|
F 25 5⁄4 | ||||||||
| 16091 |
SQL analytics and data engineering for AI Assistants and IDEs
|
F 25 5⁄5 | ||||||||
| 16092 |
Real-time Korean cryptocurrency data via Upbit exchange — kimchi premium, live …
|
F 25 6⁄6 | ||||||||
| 16093 |
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
|
F 25 5⁄5 | ||||||||
| 16094 |
Provides text translation capabilities using the Niutrans API, supporting 455+ …
|
F 25 5⁄5 | ||||||||
| 16095 |
Base Network integration for onchain tools, allowing interaction with Base Netw…
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F 25 5⁄5 | ||||||||
| 16096 |
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
|
F 25 5⁄5 | ||||||||
| 16097 |
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system…
|
F 25 5⁄5 | ||||||||
| 16098 |
MCPcat is an analytics platform for MCP server owners 🐱.
|
F 25 5⁄4 | ||||||||
| 16099 |
Enables automated VPS initialization and management through SSH connections. Su…
|
F 25 5⁄5 | ||||||||
| 16100 |
Enables AI assistants to query website statistics from Plausible Analytics, pro…
|
F 25 5⁄5 | ||||||||