MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16651 |
Provides structured access to semiconductor industry platforms to search for IP…
|
F 25 5⁄5 | ||||||||
| 16652 |
An MCP bridge that enables Claude Code to directly control Figma via a WebSocke…
|
F 25 5⁄4 | ||||||||
| 16653 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16654 |
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
|
F 25 5⁄5 | ||||||||
| 16655 |
A dynamic MCP server implementation that automatically loads tools, resources, …
|
F 25 5⁄5 | ||||||||
| 16656 |
Enables AI models to search the web for current information before generating r…
|
F 25 5⁄5 | ||||||||
| 16657 |
A Python-based server that helps users easily install and configure other MCP s…
|
F 25 5⁄4 | ||||||||
| 16658 |
Enables AI assistants to remove backgrounds from images using the Poof API via …
|
F 25 6⁄6 | ||||||||
| 16659 |
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
|
F 25 5⁄5 | ||||||||
| 16660 |
An MCP server that provides AI image generation capabilities using OpenAI and R…
|
F 25 5⁄5 | ||||||||
| 16661 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16662 |
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
|
F 25 5⁄5 | ||||||||
| 16663 |
A Model Context Protocol server that enables users to query, retrieve details, …
|
F 25 5⁄5 | ||||||||
| 16664 |
Generates comprehensive and formatted release notes from GitHub repositories, e…
|
F 25 5⁄5 | ||||||||
| 16665 |
MCP server for snowflake that doesn't allow write operations under any circumst…
|
F 25 5⁄5 | ||||||||
| 16666 |
Enables AI assistants to interact with the Test2w REST API to explore endpoints…
|
F 25 5⁄5 | ||||||||
| 16667 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16668 |
Enable AI LLMs to execute trades using MetaTrader 5 platform
|
F 25 5⁄4 | ||||||||
| 16669 |
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
|
F 25 5⁄5 | ||||||||
| 16670 |
Provides econometric modeling capabilities through R, enabling AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16671 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16672 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16673 |
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
|
F 25 6⁄6 | ||||||||
| 16674 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
|
F 25 5⁄5 | ||||||||
| 16675 |
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
|
F 25 5⁄5 | ||||||||
| 16676 |
A Model Context Protocol server that fetches detailed API documentation from a …
|
F 25 5⁄5 | ||||||||
| 16677 |
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
|
F 25 5⁄5 | ||||||||
| 16678 |
AI agent tools for Open Security Controls Assessment Language (OSCAL)
|
F 25 5⁄4 | ||||||||
| 16679 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16680 |
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
|
F 25 6⁄6 | ||||||||
| 16681 |
A LocalStack MCP Server providing essential tools for local cloud development &…
|
F 25 5⁄5 | ||||||||
| 16682 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16683 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16684 |
A Model Context Protocol server that enables AI agents to interact with Qiita, …
|
F 25 6⁄6 | ||||||||
| 16685 |
MCP server for Feishu Markdown
|
F 25 5⁄4 | ||||||||
| 16686 |
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
|
F 25 5⁄5 | ||||||||
| 16687 |
Provides Claude AI with persistent, searchable memory management across session…
|
F 25 5⁄5 | ||||||||
| 16688 |
Enables interaction with Insperity's REST API to access employee data, includin…
|
F 25 5⁄5 | ||||||||
| 16689 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16690 |
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
|
F 25 5⁄5 | ||||||||
| 16691 |
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid …
|
F 25 6⁄6 | ||||||||
| 16692 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16693 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16694 |
Enables the management of AI-powered VibeKit apps, allowing users to control de…
|
F 25 6⁄6 | ||||||||
| 16695 |
Enables Claude AI to send real-time notifications to Slack channels with suppor…
|
F 25 5⁄5 | ||||||||
| 16696 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16697 |
Convert source code repositories into searchable knowledge bases with AI-powere…
|
F 25 5⁄5 | ||||||||
| 16698 |
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
|
F 25 5⁄4 | ||||||||
| 16699 |
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
|
F 25 5⁄5 | ||||||||
| 16700 |
Enables AI agents to automate browser interactions including navigation, conten…
|
F 25 5⁄5 | ||||||||