MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16551 |
🐍 Automatic operation of on-screen GUI.
|
F 25 5⁄4 | ||||||||
| 16552 |
Provides tools for managing IP assets and licenses, interacting with the Story …
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F 25 5⁄5 | ||||||||
| 16553 |
AI simulated crypto trading with real-time Upbit prices. 11 tools for registrat…
|
F 25 5⁄5 | ||||||||
| 16554 |
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
|
F 25 5⁄4 | ||||||||
| 16555 |
Telegram API integration for accessing user data, managing dialogs (chats, chan…
|
F 25 5⁄4 | ||||||||
| 16556 |
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
|
F 25 5⁄5 | ||||||||
| 16557 |
A powerful LinkedIn Profile Analyzer that seamlessly integrates with Claude AI …
|
F 25 5⁄5 | ||||||||
| 16558 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
F 25 5⁄4 | ||||||||
| 16559 |
AI image generation using Google Gemini's nano banana model.
|
F 25 5⁄4 | ||||||||
| 16560 |
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
|
F 25 5⁄4 | ||||||||
| 16561 |
Universal deployment tracker for AI assistants with live status badges and depl…
|
F 25 5⁄5 | ||||||||
| 16562 |
Automates the generation of professional worklogs by analyzing git commits with…
|
F 25 5⁄5 | ||||||||
| 16563 |
A simple MCP server that recalls and saves memories from and to Apple Notes.
|
F 25 5⁄4 | ||||||||
| 16564 |
An MCP server that enables users to upload local files to S3-compatible storage…
|
F 25 6⁄6 | ||||||||
| 16565 |
A universal MCP server that connects any REST API to AI assistants via OpenAPI …
|
F 25 5⁄5 | ||||||||
| 16566 |
Schedule AI phone calls, manage assignments, and check credits from Claude.
|
F 25 5⁄4 | ||||||||
| 16567 |
An MCP server application that sends various types of messages to the WeCom gro…
|
F 25 5⁄5 | ||||||||
| 16568 |
A Model Context Protocol server that fetches detailed API documentation from a …
|
F 25 5⁄5 | ||||||||
| 16569 |
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
|
F 25 5⁄5 | ||||||||
| 16570 |
A comprehensive MCP server aggregating 20+ tools including SEO optimization, do…
|
F 25 5⁄5 | ||||||||
| 16571 |
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
|
F 25 5⁄4 | ||||||||
| 16572 |
A Cursor MCP server that analyzes web pages for SEO issues and validates struct…
|
F 25 5⁄4 | ||||||||
| 16573 |
A bridge for the Bitburner Remote API that enables AI models to interact with t…
|
F 25 5⁄4 | ||||||||
| 16574 |
Provides weather information from the National Weather Service API with full MC…
|
F 25 5⁄5 | ||||||||
| 16575 |
Provides LLMs with access to the DoiT API for managing cloud resources, analyzi…
|
F 25 5⁄5 | ||||||||
| 16576 |
A specialized MCP server that enables AI agents to interact with Reddit, includ…
|
F 25 5⁄5 | ||||||||
| 16577 |
Provides SMTP integration for sending HTML emails and specialized prompts for i…
|
F 25 5⁄5 | ||||||||
| 16578 |
AI-powered web search server using Perplexity Sonar models with source citation…
|
F 25 5⁄5 | ||||||||
| 16579 |
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
|
F 25 5⁄5 | ||||||||
| 16580 |
Enables secure command-line interactions on Windows systems with support for Po…
|
F 25 5⁄4 | ||||||||
| 16581 |
A comprehensive MySQL interface for the Model Context Protocol that enables dat…
|
F 25 5⁄5 | ||||||||
| 16582 |
Enables intelligent conversation management with 4 AI agents that provide seman…
|
F 25 5⁄4 | ||||||||
| 16583 |
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
|
F 25 6⁄6 | ||||||||
| 16584 |
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, G…
|
F 25 5⁄4 | ||||||||
| 16585 |
Provides large language models with access to news and information about renewa…
|
F 25 5⁄5 | ||||||||
| 16586 |
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
|
F 25 6⁄6 | ||||||||
| 16587 |
Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox…
|
F 25 5⁄5 | ||||||||
| 16588 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16589 |
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
|
F 25 5⁄4 | ||||||||
| 16590 |
Universal MCP server for AI agents to interact with any* blockchain via natural…
|
F 25 5⁄4 | ||||||||
| 16591 |
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
|
F 25 5⁄5 | ||||||||
| 16592 |
Enables natural language interaction with Azure services through Claude Desktop…
|
F 25 5⁄5 | ||||||||
| 16593 |
Enables AI assistants to create and manage Hellō applications with full develop…
|
F 25 6⁄6 | ||||||||
| 16594 |
Enables AI assistants to interact with the Hertz car rental service through hea…
|
F 25 5⁄5 | ||||||||
| 16595 |
A dual-runtime template for building Model Context Protocol servers compatible …
|
F 25 5⁄5 | ||||||||
| 16596 |
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
|
F 25 5⁄5 | ||||||||
| 16597 |
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
|
F 25 5⁄4 | ||||||||
| 16598 |
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
|
F 25 5⁄5 | ||||||||
| 16599 |
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
|
F 25 5⁄4 | ||||||||
| 16600 |
Enables LLMs to search for LinkedIn profiles and retrieve detailed profile info…
|
F 25 5⁄4 | ||||||||