MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15851 |
An MCP server that helps developers integrate Vonage API capabilities by provid…
|
F 30 5⁄5 | ||||||||
| 15852 |
Enables automated content generation and scheduling for Instagram and Pinterest…
|
F 30 5⁄5 | ||||||||
| 15853 |
Provides the ability to generate images via Replicate's API.
|
F 30 5⁄5 | ||||||||
| 15854 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15855 |
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
|
F 30 5⁄4 | ||||||||
| 15856 |
Cashfree MCP server for cashfree docs and APIs
|
F 30 5⁄5 | ||||||||
| 15857 |
Comprehensive resources on Generative AI, including a detailed roadmap, project…
|
F 30 6⁄6 | ||||||||
| 15858 |
Intent-based project documentation server that automatically maps natural langu…
|
F 30 5⁄5 | ||||||||
| 15859 |
A Model Context Protocol server that enables AI assistants to create images and…
|
F 30 5⁄5 | ||||||||
| 15860 |
A custom Model Context Protocol server that provides real-time financial analys…
|
F 30 5⁄5 | ||||||||
| 15861 |
A versatile tool that enables querying and exporting data from multiple relatio…
|
F 30 5⁄5 | ||||||||
| 15862 |
MCP server that fetches YouTube video transcripts and optionally summarizes the…
|
F 30 5⁄4 | ||||||||
| 15863 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15864 |
Enhances Claude AI with persistent memory storage for Infrastructure-as-Code co…
|
F 30 5⁄5 | ||||||||
| 15865 |
Enables AI agents to interact with Windows operating systems through native UI …
|
F 30 5⁄4 | ||||||||
| 15866 |
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How…
|
F 30 5⁄4 | ||||||||
| 15867 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 15868 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
F 30 5⁄4 | ||||||||
| 15869 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 15870 |
IBM watsonx.ai MCP server for Claude integration
|
F 30 5⁄5 | ||||||||
| 15871 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15872 |
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
|
F 30 5⁄4 | ||||||||
| 15873 |
MCP Gateway and Registry
|
F 30 5⁄4 | ||||||||
| 15874 |
A basic MCP server adapted from the official quickstart guide that provides wea…
|
F 30 5⁄4 | ||||||||
| 15875 |
Enables natural language exploration and querying of Google BigQuery datasets t…
|
F 30 6⁄6 | ||||||||
| 15876 |
Enables AI-powered image generation from text prompts using fal.ai models direc…
|
F 30 5⁄4 | ||||||||
| 15877 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
|
F 30 5⁄4 | ||||||||
| 15878 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 15879 |
Enables users to analyze local Excel and CSV files through natural language que…
|
F 30 5⁄4 | ||||||||
| 15880 |
A Model Context Protocol server that enhances LLM capabilities by connecting to…
|
F 30 5⁄5 | ||||||||
| 15881 |
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
F 30 5⁄4 | ||||||||
| 15882 |
A comprehensive server that enables AI applications to interact with Microsoft …
|
F 30 5⁄5 | ||||||||
| 15883 |
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
|
F 30 5⁄4 | ||||||||
| 15884 |
Spot pre-launch products before they trend. Search the web and tech sites, extr…
|
F 30 6⁄6 | ||||||||
| 15885 |
An orchestration platform for deploying parallel swarms of tool-enabled AI agen…
|
F 30 5⁄4 | ||||||||
| 15886 |
Provides access to the Netherlands National Archive collections through OAI-PMH…
|
F 30 5⁄5 | ||||||||
| 15887 |
An MCP server that interfaces with the Rewind.ai SQLite database to provide acc…
|
F 30 5⁄4 | ||||||||
| 15888 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15889 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 15890 |
An MCP server that securely interfaces with your iMessage database via the Mode…
|
F 30 5⁄4 | ||||||||
| 15891 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15892 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 15893 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15894 |
A Docker-based local RAG backend that provides advanced document search capabil…
|
F 30 5⁄4 | ||||||||
| 15895 |
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
|
F 30 5⁄4 | ||||||||
| 15896 |
MCP server for comprehensive ethical analysis of AI conversations, detecting bi…
|
F 30 5⁄4 | ||||||||
| 15897 |
MCP server for the POX SDN controller to provides network control and managemen…
|
F 30 5⁄4 | ||||||||
| 15898 |
Tracking the latest trending tokens on CoinGecko.
|
F 30 5⁄5 | ||||||||
| 15899 |
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
|
F 30 5⁄4 | ||||||||
| 15900 |
NCP orchestrates your entire MCP ecosystem through intelligent discovery, elimi…
|
F 30 5⁄4 | ||||||||