MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15901 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
F 30 5⁄5 | ||||||||
| 15902 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 15903 |
A ModelContextProtocol server providing high-quality translation services with …
|
F 30 5⁄5 | ||||||||
| 15904 |
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
F 30 5⁄5 | ||||||||
| 15905 |
Provides access to over 500 pre-configured YAML templates and guided workflows …
|
F 30 5⁄5 | ||||||||
| 15906 |
A Model Context Protocol server for querying and analyzing Azure resources at s…
|
F 30 5⁄5 | ||||||||
| 15907 |
A Model Context Protocol server that connects AI agents to Dune Analytics data,…
|
F 30 5⁄5 | ||||||||
| 15908 |
Free Bing search MCP server - No API key required
|
F 30 5⁄4 | ||||||||
| 15909 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 15910 |
Email discovery, verification, and enrichment tools. Find email addresses, veri…
|
F 30 5⁄5 | ||||||||
| 15911 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15912 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15913 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 15914 |
A Dart-based MCP server implementation that enables AI-assisted task management…
|
F 30 5⁄5 | ||||||||
| 15915 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
|
F 30 5⁄5 | ||||||||
| 15916 |
Enables structured, step-by-step problem-solving through dynamic thinking proce…
|
F 30 5⁄5 | ||||||||
| 15917 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 15918 |
Provides automated Git workflow tools for committing, creating pull requests, a…
|
F 30 5⁄5 | ||||||||
| 15919 |
A powerful research assistant that integrates with Cline and Claude Desktop to …
|
F 30 5⁄4 | ||||||||
| 15920 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 15921 |
A simple server implementing the Model Context Protocol (MCP) that echoes messa…
|
F 30 5⁄5 | ||||||||
| 15922 |
WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp
|
F 30 5⁄4 | ||||||||
| 15923 |
A local server that enables Claude Desktop to interact with your macOS Contacts…
|
F 30 5⁄5 | ||||||||
| 15924 |
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
|
F 30 5⁄5 | ||||||||
| 15925 |
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
|
F 30 6⁄6 | ||||||||
| 15926 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15927 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
|
F 30 5⁄5 | ||||||||
| 15928 |
Enables generation of Xiaohongshu (Little Red Book) social media content includ…
|
F 30 5⁄5 | ||||||||
| 15929 |
|
F 30 5⁄4 | ||||||||
| 15930 |
IBM watsonx.ai MCP server for Claude integration
|
F 30 5⁄5 | ||||||||
| 15931 |
Transform project ideas into paint-by-numbers development plans with phases, ta…
|
F 30 6⁄6 | ||||||||
| 15932 |
Generates high-quality images using Google's Imagen 3.0 model via the Gemini AP…
|
F 30 5⁄5 | ||||||||
| 15933 |
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
|
F 30 5⁄5 | ||||||||
| 15934 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15935 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 15936 |
MCP server for YouTube — search videos, channels, playlists, and transcripts. W…
|
F 30 6⁄4 | ||||||||
| 15937 |
Real-time security framework for MCP servers that detects and blocks malicious …
|
F 30 5⁄4 | ||||||||
| 15938 |
A Model Context Protocol server that provides persistent task management capabi…
|
F 30 5⁄4 | ||||||||
| 15939 |
Provides AI-powered selection and generation of specialized system prompts from…
|
F 30 5⁄5 | ||||||||
| 15940 |
Provides comprehensive React Native development assistance with expert-level au…
|
F 30 5⁄5 | ||||||||
| 15941 |
Enables LLMs to fetch and process web content by converting HTML into markdown …
|
F 30 5⁄5 | ||||||||
| 15942 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
F 30 5⁄4 | ||||||||
| 15943 |
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
|
F 30 5⁄4 | ||||||||
| 15944 |
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
F 30 5⁄5 | ||||||||
| 15945 |
A meta-server that aggregates multiple MCP servers into a single interface, red…
|
F 30 5⁄4 | ||||||||
| 15946 |
Docker container management and operations through MCP
|
F 30 5⁄4 | ||||||||
| 15947 |
Triangulates HelpScout support tickets and ProductLift feature requests to gene…
|
F 30 5⁄5 | ||||||||
| 15948 |
A TypeScript-based document processing server that supports various document fo…
|
F 30 5⁄5 | ||||||||
| 15949 |
A Model Context Protocol server that provides standardized interfaces for inter…
|
F 30 5⁄5 | ||||||||
| 15950 |
An MCP server that enables generating scripts based on specified topics and key…
|
F 30 5⁄4 | ||||||||